Fangraphs Cleaning

When cleaning, we ran into the issue that some pitchers would appear in both the role as RP and SP for the same year which affected our pitcher_roles categorization later. So, we created two dataframes (sp_fangraphs and rp_fangraphs) that filter for those specific roles. Next, we joined by Year and MLBAMID that appeared in both sp_fangraphs and rp_fangraphs to get only the pitchers that appeared in both roles for that specific year

In this code, we created weights based on the percentage of TBF as SP divided by total TBF and percentage of TBF as RP divided by total TBF. Then, we applied the SP TBF weights and RP TBF weights to the corresponding non-sum variables for SP (ends in .x) and RP (ends in .y). After, we created new columns for each pitcher in each year based on summing the matching columns that end in both .x and .y with the newly applied weights to all their respective columns and created a new dataset that only included the newly summed columns on the newly applied weights. (final_dataset)

Next, we created two new dataframes (sp_not_in_rp and rp_not_in_sp) that anti-joined on sp_fangraphs and rp_fangraphs. After, we combine the two sets of unique rows into one data frame (combined_not_in_both).

In joined_data2, we select columns 10 to 47 and 316 to 353 which are just the sum statistics from joined_data and assign to joined_data2. We then create new columns by summing the matching columns that end in both .x and .y for the sum statistics. We then select only the newly summed columns

In joined_data3, we selected the characteristics stats for everyone in joined_data

Finally, we merged all the 3 datasets (joined_data3, joined_data2, final_dataset) together and bind the rows for the (combined_not_in_both) to the newly combined 3 dataset

# Load data and libraries
library(tidyverse)
## Warning: package 'tidyverse' was built under R version 4.3.2
## Warning: package 'lubridate' was built under R version 4.3.2
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.2     ✔ readr     2.1.4
## ✔ forcats   1.0.0     ✔ stringr   1.5.0
## ✔ ggplot2   3.4.2     ✔ tibble    3.2.1
## ✔ lubridate 1.9.3     ✔ tidyr     1.3.0
## ✔ purrr     1.0.1     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
statcast <- read_csv('savant_pitch_level.csv')
## Rows: 2136337 Columns: 91
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr  (17): pitch_type, player_name, events, description, des, game_type, sta...
## dbl  (72): release_speed, release_pos_x, release_pos_z, batter, pitcher, zon...
## lgl   (1): sv_id
## date  (1): game_date
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
fangraphs_table <- read.csv('fangraphs_season_level.csv')
#Filter the 'fangraphs_table' for starting pitchers (SP) and assign to 'sp_fangraphs'

sp_fangraphs <- fangraphs_table %>%
  filter(Role == "SP")

#Filter the 'fangraphs_table' for starting pitchers (RP) and assign to 'rp_fangraphs'

rp_fangraphs <- fangraphs_table %>%
  filter(Role == "RP")



# Join 'sp_fangraphs' and 'rp_fangraphs' on 'Season' and 'MLBAMID'

joined_data <- inner_join(sp_fangraphs, rp_fangraphs, by = c("Season", "MLBAMID"))

# Add new columns to 'joined_data': 'totalTBF', 'SPweightTBF', and 'RPweightTBF'

joined_data <- joined_data %>%
  mutate(totalTBF = TBF.x + TBF.y, #adding Total Batters Faced as a reliever and as a starter
         SPweightTBF = TBF.x / totalTBF, #creates a weighted starter TBF based on TBF as a starter divided by total TBF
         RPweightTBF = 1 - SPweightTBF) #creates a weighted reliever TBF based on 1 minus weighted starter TBF
head(joined_data)
##   PlayerId.x MLBAMID          Name.x    NameASCII.x Throws.x Season Age.x
## 1       1157  488984    Tommy Hunter   Tommy Hunter        R   2021    34
## 2       1943  425844    Zack Greinke   Zack Greinke        R   2021    37
## 3       2608  468504 Jhoulys Chacín Jhoulys Chacin        R   2021    33
## 4       3200  429722   Ervin Santana  Ervin Santana        R   2021    38
## 5       4776  533167  Matt Shoemaker Matt Shoemaker        R   2021    34
## 6       5372  501381  Michael Pineda Michael Pineda        R   2021    32
##   Team.x Role.x G.x GS.x  IP.x TBF.x W.x L.x CG.x ShO.x SV.x BS.x HLD.x SD.x
## 1    NYM     SP   1    1   2.0     7   0   0    0     0    0    0     0    0
## 2    HOU     SP  29   29 168.2   688  11   6    1     0    0    0     0    0
## 3    COL     SP   1    1   4.0    16   0   0    0     0    0    0     0    0
## 4    KCR     SP   2    2   6.0    25   0   1    0     0    0    0     0    0
## 5    MIN     SP  11   11  50.2   234   2   7    0     0    0    0     0    0
## 6    MIN     SP  21   21 106.1   446   8   8    0     0    0    0     0    0
##   MD.x Pulls.x    ERA.x R.x ER.x H.x HR.x SO.x BB.x IBB.x HBP.x WP.x BK.x
## 1    0       1 0.000000   0    0   0    0    1    0     0     0    0    0
## 2    0      28 4.108687  80   77 162   29  117   36     0     2    3    0
## 3    0       1 4.500000   2    2   4    1    3    1     0     0    0    0
## 4    0       2 6.000000   4    4   6    1    3    1     0     0    0    0
## 5    0      11 7.282890  43   41  59   11   34   21     0     2    1    0
## 6    0      21 3.724150  49   44 112   17   85   20     1     2    1    0
##   Events.x GB.x LD.x FB.x IFFB.x BU.x IFH.x BUH.x Balls.x Strikes.x Pitches.x
## 1        6    3    0    2      0    0     0     0       4        13        17
## 2      533  233  124  171     15    5     8     1     930      1619      2549
## 3       12    9    2    1      0    0     1     0      21        32        53
## 4       21    5    6    9      0    1     0     0      28        55        83
## 5      177   78   35   60      7    3     2     0     312       562       874
## 6      339  134   74  126      8    5    11     1     509      1154      1663
##   RS.x RS_per_9.x K_pct.x BB_pct.x K_minus_BB_pct.x K_per_9.x BB_per_9.x
## 1    0   0.000000  0.1429   0.0000           0.1429   4.50000   0.000000
## 2  102   5.442677  0.1701   0.0523           0.1177   6.24307   1.920945
## 3    2   4.500000  0.1875   0.0625           0.1250   6.75000   2.250000
## 4    4   6.000000  0.1200   0.0400           0.0800   4.50000   1.500000
## 5   32   5.684207  0.1453   0.0897           0.0556   6.03947   3.730261
## 6   63   5.332305  0.1906   0.0448           0.1457   7.19438   1.692795
##   K_to_BB.x H_per_9.x HR_per_9.x     AVG.x   WHIP.x   BABIP.x LOB_pct.x
## 1     1.000  0.000000   0.000000 0.0000000 0.000000 0.0000000    1.0000
## 2     3.250  8.644251   1.547428 0.2492308 1.173911 0.2638889    0.7528
## 3     3.000  9.000000   2.250000 0.2666667 1.250000 0.2727273    0.8333
## 4     3.000  9.000000   1.500000 0.2500000 1.166667 0.2500000    0.5357
## 5     1.619 10.480257   1.953946 0.2796209 1.578946 0.2891566    0.5856
## 6     4.250  9.479654   1.438876 0.2641509 1.241383 0.2950311    0.7713
##    GB_pct.x  LD_pct.x   FB_pct.x IFFB_pct.x GB_to_FB.x HR_to_FB.x  IFH_pct.x
## 1 0.6000000 0.0000000 0.40000000 0.00000000  1.5000000  0.0000000 0.00000000
## 2 0.4412879 0.2348485 0.32386364 0.08771930  1.3625731  0.1695906 0.03433476
## 3 0.7500000 0.1666667 0.08333333 0.00000000  9.0000000  1.0000000 0.11111111
## 4 0.2500000 0.3000000 0.45000000 0.00000000  0.5555556  0.1111111 0.00000000
## 5 0.4508671 0.2023121 0.34682081 0.11666667  1.3000000  0.1833333 0.02564103
## 6 0.4011976 0.2215569 0.37724551 0.06349206  1.0634921  0.1349206 0.08208955
##   BUH_pct.x    FIP.x   xFIP.x  SIERA.x   tERA.x  kwERA.x E_minus_F.x      RAR.x
## 1       0.0 2.170030 3.934390 4.262984 0.457289 4.438624  -2.1700303  0.6536070
## 2       0.2 4.693743 4.247334 4.580386 5.417891 4.740119  -0.5850553 12.9940004
## 3       0.0 5.670030 2.861120 2.866858 6.854910 4.652910  -1.1700303 -0.0187822
## 4       0.0 4.836697 5.316570 5.618764 7.014478 5.192910   1.1633030  0.3374090
## 5       0.0 6.012134 5.279140 5.361765 6.126318 5.486243   1.2707564 -2.9674499
## 6       0.2 4.270347 4.282661 4.373213 4.702638 4.404031  -0.5461976 12.3851995
##         WAR.x  Dollars.x     WPA.x   RE24.x      REW.x    pLI.x   inLI.x
## 1  0.06757930  0.5406340  0.094082   0.8821  0.0985036 0.774114 0.900000
## 2  1.26963997 10.1571999  0.611129   4.5140  0.4259120 0.924694 0.907308
## 3 -0.00180632 -0.0144506  0.050612   0.5918  0.0503874 0.848235 0.964150
## 4  0.03322990  0.2658390 -0.046028  -0.1836 -0.0198509 0.869360 0.946114
## 5 -0.27813500 -2.2250800 -0.558082 -14.0962 -1.3885500 0.936788 0.858931
## 6  1.23341000  9.8672600  0.491852   4.9646  0.4959300 0.962211 0.936807
##     gmLI.x   exLI.x WPA_to_LI.x    Clutch.x OSwing_pct.x ZSwing_pct.x
## 1 0.870000 0.990000  0.10859400  0.01294107       0.1667       0.6364
## 2 0.873103 1.226560  0.13609999  0.52479862       0.3223       0.6763
## 3 0.870000 1.190000 -0.00906135  0.06872878       0.3125       0.7619
## 4 0.870000 1.572800  0.04284250 -0.09578719       0.3529       0.6563
## 5 0.890000 0.868236 -0.77391100  0.17817112       0.3450       0.7011
## 6 0.872381 0.971124 -0.10274100  0.61390953       0.3701       0.7107
##   Swing_pct.x OContact_pct.x ZContact_pct.x Contact_pct.x Zone_pct.x
## 1      0.4706         1.0000         1.0000        1.0000     0.6471
## 2      0.4574         0.6693         0.9043        0.8019     0.3817
## 3      0.4906         0.6000         0.9375        0.8077     0.3962
## 4      0.4699         0.6667         0.9524        0.8205     0.3855
## 5      0.4908         0.6629         0.8645        0.7809     0.4096
## 6      0.5159         0.6591         0.8953        0.7984     0.4281
##   FStrike_pct.x SwStr_pct.x CStr_pct.x CSW_pct.x ERA_minus.x FIP_minus.x
## 1        0.5714      0.0000     0.2353    0.2353     0.00000    51.30117
## 2        0.6613      0.0906     0.1765    0.2672    95.80868   111.00055
## 3        0.6250      0.0943     0.1132    0.2075    93.05939   126.86990
## 4        0.6800      0.0843     0.1928    0.2771   133.25421   113.38503
## 5        0.6453      0.1076     0.1499    0.2574   170.57054   141.86364
## 6        0.6973      0.1040     0.1756    0.2796    87.22227   101.04932
##   xFIP_minus.x  Pace.x  RA9_WAR.x BIP_Wins.x LOB_Wins.x FDP_Wins.x Pull_pct.x
## 1     92.55049 20.3000  0.1354990  0.1553250 -0.0874048  0.0679201     0.8000
## 2     99.15196 23.4843  2.8633001  1.1693000  0.4243510  1.5936500     0.4071
## 3     67.02992 22.8889  0.0821856  0.0119747  0.0720172  0.0839919     0.6667
## 4    123.86825 21.7895  0.0128435  0.0644235 -0.0848099 -0.0203864     0.3810
## 5    123.00301 24.5008 -0.9059050  0.0430229 -0.6707930 -0.6277700     0.4886
## 6     99.96858 24.6748  1.9007699 -0.0629799  0.7303410  0.6673610     0.4218
##   Cent_pct.x Oppo_pct.x Soft_pct.x Med_pct.x Hard_pct.x TTO_pct.x        FRM.x
## 1     0.0000     0.2000     0.0000    0.6000     0.4000    0.1429  0.015000000
## 2     0.3340     0.2589     0.1557    0.5385     0.3058    0.2645  0.167679995
## 3     0.2500     0.0833     0.1667    0.5833     0.2500    0.3125  0.000621762
## 4     0.4286     0.1905     0.1429    0.5238     0.3333    0.2000 -0.061530601
## 5     0.3466     0.1648     0.1534    0.5625     0.2841    0.2821  0.260331988
## 6     0.3628     0.2153     0.1298    0.5103     0.3599    0.2735  0.398750007
##   K_pct_plus.x BB_pct_plus.x K_per_9_plus.x BB_per_9_plus.x K_to_BB_plus.x
## 1     61.28236       0.00000       50.24492         0.00000             NA
## 2     73.78146      61.53678       70.57850        58.86528      119.89833
## 3     80.43309      70.45509       75.36737        66.01783      114.16220
## 4     52.06322      47.04145       50.87293        45.96588      110.67538
## 5     63.03951     105.54171       68.27678       114.30982       59.72957
## 6     82.68636      52.73705       81.33314        51.87389      156.79012
##   H_per_9_plus.x HR_per_9_plus.x AVG_plus.x WHIP_plus.x BABIP_plus.x
## 1         0.0000          0.0000     0.0000     0.00000      0.00000
## 2       102.3327        120.6289   102.3728    90.22032     90.49563
## 3       109.3575        183.2621   111.9052    96.66543     94.85044
## 4       106.5442        116.9317   102.6888    89.66358     85.73270
## 5       124.0678        152.3188   114.8557   121.34914     99.16072
## 6       112.2224        112.1668   108.5014    95.40589    101.17524
##   LOB_pct_plus.x GB_pct_plus.x LD_pct_plus.x FB_pct_plus.x HR_to_FB_pct_plus.x
## 1             NA     137.82426       0.00000     112.23975              0.0000
## 2      104.66924     104.45648     114.62622      86.90663            126.1038
## 3      115.28856     172.28032      80.01933      23.38328            729.7139
## 4       74.48338      59.17706     146.42575     120.75447             82.6197
## 5       81.41727     106.72395      98.74569      93.06703            136.3225
## 6      107.24165      94.96678     108.13878     101.23130            100.3239
##   Pull_pct_plus.x Cent_pct_plus.x Oppo_pct_plus.x Med_pct_plus.x
## 1       201.12884         0.00000        80.03297      116.91690
## 2       101.35490        96.12093       103.20270      104.53858
## 3       167.60736        70.95258        33.34707      113.66920
## 4        94.83812       123.35262        75.92414      101.69399
## 5       121.64605        99.75676        65.67869      109.20548
## 6       105.01433       104.43128        85.83459       99.07597
##   Hard_pct_plus.x     EV.x      LA.x Barrels.x Barrel_pct.x maxEV.x HardHit.x
## 1       124.58032 86.11440 11.644860         0       0.0000 101.566         1
## 2        95.14297 88.24564 10.712803        35       0.0657 113.180       187
## 3        77.86270 81.93942 -7.849892         1       0.0833 105.571         3
## 4       103.70389 90.27315 20.941316         3       0.1429 115.485         7
## 5        88.38400 88.75491 12.360635        16       0.0904 111.505        68
## 6       111.96349 91.20150 15.186228        31       0.0914 114.748       158
##   HardHit_pct.x FA_pct.x   FAv.x SL_pct.x   SLv.x CT_pct.x   CTv.x CB_pct.x
## 1        0.1667   0.5882 91.3000       NA      NA   0.4118 89.1429       NA
## 2        0.3508   0.4625 88.9432   0.1522 83.5928       NA      NA   0.1663
## 3        0.2500   0.5283 92.7857   0.3208 81.7059   0.1321 89.0000       NA
## 4        0.3333   0.5422 93.1333   0.4337 84.3611       NA      NA       NA
## 5        0.3842   0.4108 91.5432   0.2792 82.0861       NA      NA       NA
## 6        0.4661   0.5412 90.7178   0.2892 81.2890       NA      NA       NA
##     CBv.x CH_pct.x   CHv.x SF_pct.x   SFv.x KN_pct.x KNv.x XX_pct.x PO_pct.x
## 1      NA       NA      NA       NA      NA       NA    NA       NA       NA
## 2 71.1863   0.2189 86.3154       NA      NA       NA    NA       NA       NA
## 3      NA   0.0189 84.0000       NA      NA       NA    NA       NA       NA
## 4      NA   0.0241 88.0000       NA      NA       NA    NA       NA       NA
## 5      NA       NA      NA   0.3101 85.1808       NA    NA       NA       NA
## 6      NA   0.1696 85.5319       NA      NA       NA    NA   0.0024       NA
##       wFB.x      wSL.x     wCT.x   wCB.x      wCH.x    wSF.x wKN.x wFB_per_c.x
## 1  0.970334         NA  0.262485      NA         NA       NA    NA   9.7033399
## 2  1.353480 -2.5583601        NA 0.26958  8.2634602       NA    NA   0.1147990
## 3  0.428447 -0.2775150 -0.188138      NA  0.0903106       NA    NA   1.5301679
## 4 -0.190935  0.0460657        NA      NA  0.1302440       NA    NA  -0.4243000
## 5 -6.383820 -3.7189600        NA      NA         NA -2.68283    NA  -1.7782229
## 6  1.588750 -1.6935900        NA      NA -4.9156299       NA    NA   0.1765278
##   wSL_per_c.x wCT_per_c.x wCB_per_c.x wCH_per_c.x wSF_per_c.x wKN_per_c.x
## 1          NA    3.749786          NA          NA          NA          NA
## 2  -0.6593712          NA  0.06358019    1.480907          NA          NA
## 3  -1.6324411   -2.687686          NA    9.031060          NA          NA
## 4   0.1279603          NA          NA    6.512200          NA          NA
## 5  -1.5241640          NA          NA          NA  -0.9899742          NA
## 6  -0.3520977          NA          NA   -1.743131          NA          NA
##   FA_pct_sc.x FC_pct_sc.x FS_pct_sc.x FO_pct_sc.x SI_pct_sc.x SL_pct_sc.x
## 1          NA      0.4118          NA          NA      0.5882          NA
## 2      0.4033          NA          NA          NA      0.0573      0.1518
## 3      0.1698          NA          NA          NA      0.3585      0.1321
## 4      0.5422          NA          NA          NA          NA      0.4337
## 5      0.2426          NA      0.3135          NA      0.1682      0.2632
## 6      0.5415          NA          NA          NA          NA      0.2900
##   CU_pct_sc.x KC_pct_sc.x EP_pct_sc.x CH_pct_sc.x SC_pct_sc.x KN_pct_sc.x
## 1          NA          NA          NA          NA          NA          NA
## 2      0.1648          NA       8e-04      0.2197          NA          NA
## 3      0.3208          NA          NA      0.0189          NA          NA
## 4          NA          NA          NA      0.0241          NA          NA
## 5          NA      0.0126          NA          NA          NA          NA
## 6          NA          NA          NA      0.1685          NA          NA
##   UN_pct_sc.x vFA_sc.x vFC_sc.x vFS_sc.x vFO_sc.x vSI_sc.x vSL_sc.x vCU_sc.x
## 1          NA       NA 89.07143       NA       NA 91.34000       NA       NA
## 2          NA 88.86216       NA       NA       NA 89.51781 83.56693 71.20024
## 3          NA 92.88889       NA       NA       NA 92.73684 88.97143 81.58824
## 4          NA 93.14444       NA       NA       NA       NA 84.34722       NA
## 5          NA 91.48868       NA  85.0927       NA 91.57143 82.24609       NA
## 6          NA 90.66266       NA       NA       NA       NA 81.23506       NA
##   vKC_sc.x vEP_sc.x vCH_sc.x vSC_sc.x vKN_sc.x FA_X_sc.x FC_X_sc.x FS_X_sc.x
## 1       NA       NA       NA       NA       NA        NA  1.151429        NA
## 2       NA     52.2  86.3525       NA       NA -1.117743        NA        NA
## 3       NA       NA  83.7000       NA       NA -2.927778        NA        NA
## 4       NA       NA  87.6500       NA       NA -2.824222        NA        NA
## 5 77.43636       NA       NA       NA       NA -5.781981        NA -7.079854
## 6       NA       NA  85.4950       NA       NA -4.421867        NA        NA
##   FO_X_sc.x SI_X_sc.x  SL_X_sc.x CU_X_sc.x KC_X_sc.x EP_X_sc.x CH_X_sc.x
## 1        NA -8.373000         NA        NA        NA        NA        NA
## 2        NA -7.842192  3.9547804  6.146952        NA      1.59 -7.525053
## 3        NA -6.472105  0.2614286  5.550000        NA        NA -0.710000
## 4        NA        NA  2.0261112        NA        NA        NA -6.705000
## 5        NA -9.474626  1.4109565        NA  5.193636        NA        NA
## 6        NA        NA -0.6810581        NA        NA        NA -9.773179
##   SC_X_sc.x KN_X_sc.x FA_Z_sc.x FC_Z_sc.x FS_Z_sc.x FO_Z_sc.x SI_Z_sc.x
## 1        NA        NA        NA  6.468571        NA        NA  7.457000
## 2        NA        NA  9.704115        NA        NA        NA  6.867534
## 3        NA        NA  7.141111        NA        NA        NA  5.647369
## 4        NA        NA  9.438000        NA        NA        NA        NA
## 5        NA        NA  9.956462        NA  3.033577        NA  6.629728
## 6        NA        NA  8.586267        NA        NA        NA        NA
##   SL_Z_sc.x  CU_Z_sc.x KC_Z_sc.x EP_Z_sc.x CH_Z_sc.x SC_Z_sc.x KN_Z_sc.x
## 1        NA         NA        NA        NA        NA        NA        NA
## 2  2.147494 -6.1147618        NA    11.035  3.085696        NA        NA
## 3  3.620000  0.1029412        NA        NA  3.200000        NA        NA
## 4  2.222222         NA        NA        NA  7.560000        NA        NA
## 5  1.404087         NA -1.147273        NA        NA        NA        NA
## 6  1.143755         NA        NA        NA  5.174357        NA        NA
##     wFA_sc.x  wFC_sc.x  wFS_sc.x wFO_sc.x   wSI_sc.x    wSL_sc.x   wCU_sc.x
## 1         NA 0.2461836        NA       NA  0.9653655          NA         NA
## 2  2.9984491        NA        NA       NA -2.7198757 -2.33006804  0.8444083
## 3 -0.3305191        NA        NA       NA  0.7586884 -0.18667325 -0.2828667
## 4 -0.1014198        NA        NA       NA         NA -0.01847751         NA
## 5 -2.3870250        NA -1.661814       NA -3.9860652 -2.90744762         NA
## 6  1.6039925        NA        NA       NA         NA -1.62000511         NA
##    wKC_sc.x   wEP_sc.x    wCH_sc.x wSC_sc.x wKN_sc.x wFA_per_c_sc.x
## 1        NA         NA          NA       NA       NA             NA
## 2        NA 0.08958627  9.07645145       NA       NA      0.2916779
## 3        NA         NA  0.08966748       NA       NA     -3.6724341
## 4        NA         NA  0.12965198       NA       NA     -0.2253773
## 5 -1.173539         NA          NA       NA       NA     -1.1259552
## 6        NA         NA -4.69832540       NA       NA      0.1782214
##   wFC_per_c_sc.x wFS_per_c_sc.x wFO_per_c_sc.x wSI_per_c_sc.x wSL_per_c_sc.x
## 1       3.516908             NA             NA       9.653655             NA
## 2             NA             NA             NA      -1.862929    -0.60208476
## 3             NA             NA             NA       3.993097    -2.66676072
## 4             NA             NA             NA             NA    -0.05132643
## 5             NA     -0.6065016             NA      -2.711609    -1.26410766
## 6             NA             NA             NA             NA    -0.33610065
##   wCU_per_c_sc.x wKC_per_c_sc.x wEP_per_c_sc.x wCH_per_c_sc.x wSC_per_c_sc.x
## 1             NA             NA             NA             NA             NA
## 2      0.2010496             NA       4.479313       1.620795             NA
## 3     -1.6639218             NA             NA       8.966748             NA
## 4             NA             NA             NA       6.482599             NA
## 5             NA      -10.66854             NA             NA             NA
## 6             NA             NA             NA      -1.677973             NA
##   wKN_per_c_sc.x OSwing_pct_sc.x ZSwing_pct_sc.x Swing_pct_sc.x
## 1             NA          0.2000          0.6667         0.5294
## 2             NA          0.2975          0.6415         0.4582
## 3             NA          0.2593          0.7308         0.4906
## 4             NA          0.2973          0.6087         0.4699
## 5             NA          0.3165          0.6826         0.4920
## 6             NA          0.3396          0.6782         0.5162
##   OContact_pct_sc.x ZContact_pct_sc.x Contact_pct_sc.x Zone_pct_sc.x botERA.x
## 1            1.0000            1.0000           1.0000        0.7059 2.432060
## 2            0.6213            0.8953           0.8005        0.4672 4.839640
## 3            0.5714            0.8947           0.8077        0.4906 5.582160
## 4            0.5455            0.9286           0.8205        0.5542 5.246973
## 5            0.6181            0.8636           0.7814        0.4794 4.872076
## 6            0.5926            0.8912           0.7972        0.5217 4.643365
##   botOvr_CH.x botStf_CH.x botCmd_CH.x botOvr_CU.x botStf_CU.x botCmd_CU.x
## 1          NA          NA          NA          NA          NA          NA
## 2    50.42632    46.83624    53.84100    61.76108    34.89584    63.46202
## 3    80.00000    40.00855    80.00000    56.59242    44.34712    69.67419
## 4    20.00000    34.09888    38.28007          NA          NA          NA
## 5          NA          NA          NA          NA          NA          NA
## 6    52.86354    42.79656    60.35878          NA          NA          NA
##   botOvr_FA.x botStf_FA.x botCmd_FA.x botOvr_SI.x botStf_SI.x botCmd_SI.x
## 1          NA          NA          NA    62.64407    47.30210    64.74398
## 2    48.30466    32.03922    59.44796    36.37817    36.63814    41.89272
## 3    28.98999    37.55953    32.80796    30.94132    33.29485    30.36850
## 4    33.51558    40.72670    33.03430          NA          NA          NA
## 5    45.78871    36.82390    55.03096    39.59498    41.96177    45.17504
## 6    48.28678    26.65320    66.24292          NA          NA          NA
##   botOvr_SL.x botStf_SL.x botCmd_SL.x botOvr_KC.x botStf_KC.x botCmd_KC.x
## 1          NA          NA          NA          NA          NA          NA
## 2    38.55598    27.49158    52.14763          NA          NA          NA
## 3    46.97429    33.73379    55.33685          NA          NA          NA
## 4    56.98273    39.22904    62.17235          NA          NA          NA
## 5    49.92448    41.76413    54.56995    56.56366    42.98963    60.45969
## 6    48.53563    49.62117    49.07718          NA          NA          NA
##   botOvr_FC.x botStf_FC.x botCmd_FC.x botOvr_FS.x botStf_FS.x botCmd_FS.x
## 1    65.13422    46.29685    71.85373          NA          NA          NA
## 2          NA          NA          NA          NA          NA          NA
## 3          NA          NA          NA          NA          NA          NA
## 4          NA          NA          NA          NA          NA          NA
## 5          NA          NA          NA    52.12882    38.79827     60.1107
## 6          NA          NA          NA          NA          NA          NA
##   botOvr.x botStf.x botCmd.x botxRV100.x Stf_plus_CH.x Loc_plus_CH.x
## 1 71.76892 45.85764 78.59114  -1.2213100            NA            NA
## 2 46.77265 31.44338 57.65308   0.3837449     109.51339      102.1836
## 3 39.06360 31.86151 47.49613   0.8787600      22.90000       33.7000
## 4 42.54366 38.19025 47.80759   0.6552984      88.55000       87.1000
## 5 46.43589 40.94798 52.86174   0.4053685            NA            NA
## 6 48.81040 34.52874 63.23885   0.2528955      77.10607      100.2679
##   Pit_plus_CH.x Stf_plus_CU.x Loc_plus_CU.x Pit_plus_CU.x Stf_plus_FA.x
## 1            NA            NA            NA            NA            NA
## 2     103.09804       97.2269      102.1517      99.11524      79.15934
## 3      72.70000      101.2000      103.6000     100.80000      70.10000
## 4      75.55000            NA            NA            NA      74.51111
## 5            NA            NA            NA            NA      80.46745
## 6      93.11571            NA            NA            NA      70.48700
##   Loc_plus_FA.x Pit_plus_FA.x Stf_plus_SI.x Loc_plus_SI.x Pit_plus_SI.x
## 1            NA            NA      91.10000     119.20000     110.40000
## 2     102.68589      94.45856      84.71507      96.83630      86.48767
## 3      96.30000      84.20000      64.60000      91.40000      90.20000
## 4      90.94444      87.01111            NA            NA            NA
## 5      98.80236      90.58019      81.71769      95.46054      89.80816
## 6     107.66989      95.15333            NA            NA            NA
##   Stf_plus_SL.x Loc_plus_SL.x Pit_plus_SL.x Stf_plus_KC.x Loc_plus_KC.x
## 1            NA            NA            NA            NA            NA
## 2      98.67778     103.53514     103.89974            NA            NA
## 3      79.30000      84.90000      98.10000            NA            NA
## 4     106.01667     103.44167     108.00000            NA            NA
## 5      97.47000      98.41087      99.91043          79.3      95.08182
## 6      91.97801     107.84772     108.44585            NA            NA
##   Pit_plus_KC.x Stf_plus_FC.x Loc_plus_FC.x Pit_plus_FC.x Stf_plus_FS.x
## 1            NA         103.4         108.4           104            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5          92.6            NA            NA            NA      100.0011
## 6            NA            NA            NA            NA            NA
##   Loc_plus_FS.x Pit_plus_FS.x Stf_plus_FO.x Loc_plus_FO.x Pit_plus_FO.x
## 1            NA            NA            NA            NA            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5      102.4102      102.8504            NA            NA            NA
## 6            NA            NA            NA            NA            NA
##   Stuff_plus.x Location_plus.x Pitching_plus.x PlayerId.y          Name.y
## 1     96.16471       114.75294       107.76471       1157    Tommy Hunter
## 2     92.10000       102.27168        98.10337       1943    Zack Greinke
## 3     78.42830        94.19811        93.29434       2608 Jhoulys Chacín
## 4     88.51446        96.27229        95.83855       3200   Ervin Santana
## 5     91.29621        99.17543        96.76590       4776  Matt Shoemaker
## 6     77.80580       106.48243        98.65127       5372  Michael Pineda
##      NameASCII.y Throws.y Age.y Team.y Role.y G.y GS.y IP.y TBF.y W.y L.y CG.y
## 1   Tommy Hunter        R    34    NYM     RP   3    0  6.0    26   0   0    0
## 2   Zack Greinke        R    37    HOU     RP   1    0  2.1     9   0   0    0
## 3 Jhoulys Chacin        R    33    COL     RP  45    0 60.1   253   3   2    0
## 4  Ervin Santana        R    38    KCR     RP  36    0 59.1   252   2   1    0
## 5 Matt Shoemaker        R    34    MIN     RP   5    0  9.2    50   1   1    0
## 6 Michael Pineda        R    32    MIN     RP   1    0  3.0    12   1   0    0
##   ShO.y SV.y BS.y HLD.y SD.y MD.y Pulls.y     ERA.y R.y ER.y H.y HR.y SO.y BB.y
## 1     0    0    0     0    1    0       3  0.000000   0    0   4    0    5    3
## 2     0    0    0     1    1    0       1  7.714297   2    2   2    1    3    0
## 3     0    0    2    17   22    6      42  4.325969  30   29  49    7   44   27
## 4     0    0    0     0    4    4      17  4.550564  31   30  59    8   49   21
## 5     0    0    0     0    1    2       1 12.103444  13   13  14    4    6    6
## 6     0    0    0     0    1    0       1  0.000000   0    0   2    0    3    1
##   IBB.y HBP.y WP.y BK.y Events.y GB.y LD.y FB.y IFFB.y BU.y IFH.y BUH.y Balls.y
## 1     0     1    1    0       17    7    5    4      1    1     0     0      34
## 2     0     0    0    0        6    4    1    1      0    0     0     0       9
## 3     0     0    1    0      182   79   40   60      5    2    11     0     390
## 4     1     2    7    2      180   66   40   73      4    1     7     0     363
## 5     1     1    0    0       37   16    8   12      1    1     1     0      69
## 6     0     0    0    0        8    2    2    4      0    0     0     0      19
##   Strikes.y Pitches.y RS.y RS_per_9.y K_pct.y BB_pct.y K_minus_BB_pct.y
## 1        58        92    4   6.000000  0.1923   0.1154           0.0769
## 2        19        28    2   7.714297  0.3333   0.0000           0.3333
## 3       627      1017   29   4.325969  0.1739   0.1067           0.0672
## 4       617       980   28   4.247193  0.1944   0.0833           0.1111
## 5       121       190    5   4.655171  0.1200   0.1200           0.0000
## 6        25        44    1   3.000000  0.2500   0.0833           0.1667
##   K_per_9.y BB_per_9.y K_to_BB.y H_per_9.y HR_per_9.y     AVG.y    WHIP.y
## 1  7.500000   4.500000    1.6667  6.000000   0.000000 0.1818182 1.1666667
## 2 11.571446   0.000000    3.0000  7.714297   3.857149 0.2222222 0.8571441
## 3  6.563539   4.027626    1.6296  7.309396   1.044199 0.2168142 1.2596692
## 4  7.432588   3.185395    2.3333  8.949443   1.213484 0.2576419 1.3483153
## 5  5.586205   5.586205    1.0000 13.034478   3.724137 0.3255814 2.0689648
## 6  9.000000   3.000000    3.0000  6.000000   0.000000 0.1818182 1.0000000
##     BABIP.y LOB_pct.y  GB_pct.y  LD_pct.y  FB_pct.y IFFB_pct.y GB_to_FB.y
## 1 0.2352941    1.0000 0.4375000 0.3125000 0.2500000 0.25000000  1.7500000
## 2 0.2000000    0.0000 0.6666667 0.1666667 0.1666667 0.00000000  4.0000000
## 3 0.2400000    0.6949 0.4413408 0.2234637 0.3351955 0.08333333  1.3166667
## 4 0.2965116    0.7203 0.3687151 0.2234637 0.4078212 0.05479452  0.9041096
## 5 0.3030303    0.5195 0.4444444 0.2222222 0.3333333 0.08333333  1.3333333
## 6 0.2500000    1.0000 0.2500000 0.2500000 0.5000000 0.00000000  0.5000000
##   HR_to_FB.y IFH_pct.y BUH_pct.y    FIP.y   xFIP.y  SIERA.y   tERA.y  kwERA.y
## 1  0.0000000 0.0000000         0 3.503364 4.679604 4.692691 4.712296 5.229833
## 2  1.0000000 0.0000000         0 6.170035 1.354753 1.353345 6.182322 2.152910
## 3  0.1166667 0.1392405         0 4.562296 4.808621 4.866784 5.954045 5.346586
## 4  0.1095890 0.1060606         0 4.434076 4.852025 4.438119 5.127547 4.819577
## 5  0.3333333 0.0625000         0 9.480373 6.291304 5.740580 9.850350 6.152910
## 6  0.0000000 0.0000000         0 2.170030 4.522510 3.995622 2.828992 4.152910
##   E_minus_F.y     RAR.y      WAR.y Dollars.y     WPA.y RE24.y      REW.y
## 1  -3.5033636  0.566930  0.0576108  0.460886 0.2004080  2.882  0.3034430
## 2   1.5442623 -0.672134 -0.0645914 -0.516731 0.1134600 -0.770 -0.0792181
## 3  -0.2363271  1.670490  0.1674210  1.339370 1.7869600  1.894  0.0746191
## 4   0.1164883  0.619674  0.0619701  0.495761 0.0391174  0.282  0.0681940
## 5   2.6230712 -5.203570 -0.4798210 -3.838570 0.2162640 -8.097 -0.8113600
## 6  -2.1700303  0.791299  0.0831132  0.664905 0.1838660  1.578  0.1563150
##      pLI.y   inLI.y   gmLI.y   exLI.y WPA_to_LI.y   Clutch.y OSwing_pct.y
## 1 0.715007 0.599233 0.602467 0.720867    0.141754 0.13853416       0.3269
## 2 1.315510 1.307870 1.730000 2.114800    0.067716 0.01853191       0.3750
## 3 1.119230 1.050500 1.296580 1.393600    0.527588 1.06900961       0.2915
## 4 0.468429 0.432664 0.477167 0.820941   -0.482133 0.56564064       0.3455
## 5 0.971569 0.956370 0.911760 0.000000   -0.404392 0.62698453       0.3475
## 6 1.132770 1.146330 1.254600 1.096000    0.129233 0.03308239       0.2857
##   ZSwing_pct.y Swing_pct.y OContact_pct.y ZContact_pct.y Contact_pct.y
## 1       0.6750      0.4783         0.7647         0.9630        0.8864
## 2       0.8333      0.5714         0.3333         0.9000        0.6875
## 3       0.6833      0.4533         0.6667         0.8676        0.7918
## 4       0.6960      0.4796         0.5981         0.8966        0.7638
## 5       0.7361      0.4947         0.7073         0.9245        0.8298
## 6       0.6250      0.4091         0.3750         0.9000        0.6667
##   Zone_pct.y FStrike_pct.y SwStr_pct.y CStr_pct.y CSW_pct.y ERA_minus.y
## 1     0.4348        0.6923      0.0543     0.1413    0.1957     0.00000
## 2     0.4286        0.5556      0.1786     0.1071    0.2857   179.88631
## 3     0.4130        0.5415      0.0944     0.1583    0.2527    89.46045
## 4     0.3827        0.5873      0.1133     0.1490    0.2622   101.06364
## 5     0.3789        0.6200      0.0842     0.1368    0.2211   283.47139
## 6     0.3636        0.6667      0.1364     0.1364    0.2727     0.00000
##   FIP_minus.y xFIP_minus.y  Pace.y  RA9_WAR.y BIP_Wins.y  LOB_Wins.y FDP_Wins.y
## 1    83.44687    110.27042 22.4127  0.2768440  0.0772889  0.14194500  0.2192330
## 2   145.60305     32.28756 25.2105 -0.0937669  0.0347188 -0.06389430 -0.0291754
## 3   101.89805    113.33824 25.0472  0.7451760  0.5731800  0.00457521  0.5777550
## 4   104.02781    113.12989 25.0043  0.2390860 -0.0843259  0.26144099  0.1771150
## 5   223.13298    146.40002 27.3657 -0.6689650 -0.0312742 -0.15787000 -0.1891440
## 6    51.83375    105.51290 22.4516  0.2066380  0.0284347  0.09509000  0.1235250
##   Pull_pct.y Cent_pct.y Oppo_pct.y Soft_pct.y Med_pct.y Hard_pct.y TTO_pct.y
## 1     0.5294     0.1765     0.2941     0.1765    0.5882     0.2353    0.3077
## 2     0.5000     0.1667     0.3333     0.0000    0.6667     0.3333    0.4444
## 3     0.4641     0.3204     0.2155     0.1713    0.5083     0.3204    0.3083
## 4     0.3722     0.3333     0.2944     0.1278    0.5000     0.3722    0.3095
## 5     0.4324     0.2973     0.2703     0.1351    0.4324     0.4324    0.3200
## 6     0.2500     0.3750     0.3750     0.1250    0.6250     0.2500    0.3333
##         FRM.y K_pct_plus.y BB_pct_plus.y K_per_9_plus.y BB_per_9_plus.y
## 1  0.04500000     82.49548     130.07093       83.74153       132.03567
## 2  0.00231969    144.62006       0.00000      130.81628         0.00000
## 3  0.00937824     74.60461     120.30275       73.28544       118.17563
## 4 -0.60847002     84.36170      98.00301       84.02611        97.61299
## 5  0.04966850     52.06322     141.12434       63.15258       171.18323
## 6  0.01125000    108.46505      98.00301      101.74585        91.93176
##   K_to_BB_plus.y H_per_9_plus.y HR_per_9_plus.y AVG_plus.y WHIP_plus.y
## 1       63.42344       72.90499         0.00000   76.29898    90.22107
## 2             NA       91.32372       300.68199   91.27894    65.87538
## 3       62.01403       88.81524        85.04985   90.98485    97.41317
## 4       86.08085      105.94568        94.59649  105.82777   103.62410
## 5       36.89179      154.30532       290.31313  133.73426   159.00926
## 6      110.67538       71.02946         0.00000   74.68277    76.85450
##   BABIP_plus.y LOB_pct_plus.y GB_pct_plus.y LD_pct_plus.y FB_pct_plus.y
## 1     81.83176      138.34627     100.49685     150.03624      70.14984
## 2     68.58616        0.00000     157.80549      81.34764      44.72388
## 3     83.46839       96.13185     101.37911     107.28849      94.05566
## 4    101.68297      100.15280      87.27790     109.06946     109.43608
## 5    103.91843       72.22631     105.20366     108.46352      89.44776
## 6     85.73270      139.03565      59.17706     122.02146     134.17164
##   HR_to_FB_pct_plus.y Pull_pct_plus.y Cent_pct_plus.y Oppo_pct_plus.y
## 1             0.00000       133.09997        50.08417       117.69555
## 2           743.57732       124.47503        47.97046       132.86724
## 3            85.13329       116.67695        90.94474        86.22337
## 4            81.48792        92.66474        95.94093       117.36606
## 5           247.85910       107.65408        85.56894       107.73019
## 6             0.00000        62.23751       107.93354       149.47564
##   Med_pct_plus.y Hard_pct_plus.y     EV.y      LA.y Barrels.y Barrel_pct.y
## 1      114.62441        73.28254 87.65562 10.628437         1       0.0588
## 2      129.42872       103.70389 96.76133  1.550577         0       0.0000
## 3       99.04562        99.80191 86.65819 11.139435        10       0.0549
## 4       97.07154       115.80267 90.22011 12.996257        19       0.1056
## 5       83.95376       134.53477 90.58000 11.175657         5       0.1351
## 6      121.33943        77.77792 89.82225 21.683750         0       0.0000
##   maxEV.y HardHit.y HardHit_pct.y FA_pct.y   FAv.y SL_pct.y   SLv.y CT_pct.y
## 1 106.499         3        0.1765   0.4130 92.3947       NA      NA   0.4239
## 2 103.903         4        0.6667   0.3214 89.2222   0.1429 85.2500       NA
## 3 111.745        65        0.3571   0.4100 92.7962   0.3530 81.2479   0.1996
## 4 112.110        81        0.4500   0.4490 93.3909   0.5235 84.4444       NA
## 5 109.727        18        0.4865   0.4053 92.1688   0.1737 81.7576       NA
## 6 106.341         2        0.2500   0.5455 90.2500   0.2727 81.0000       NA
##     CTv.y CB_pct.y CBv.y CH_pct.y   CHv.y SF_pct.y  SFv.y KN_pct.y KNv.y
## 1 89.7692   0.1630  83.2       NA      NA       NA     NA       NA    NA
## 2      NA   0.0714  69.0   0.4643 86.6923       NA     NA       NA    NA
## 3 88.2956       NA    NA   0.0374 84.7105       NA     NA       NA    NA
## 4      NA       NA    NA   0.0276 86.6667       NA     NA       NA    NA
## 5      NA       NA    NA       NA      NA   0.4211 85.575       NA    NA
## 6      NA       NA    NA   0.1818 86.3750       NA     NA       NA    NA
##   XX_pct.y PO_pct.y      wFB.y     wSL.y     wCT.y      wCB.y     wCH.y
## 1       NA       NA  1.4309300        NA -0.135306 -0.2593680        NA
## 2       NA       NA -0.0207302  0.206203        NA -0.0861554 -0.289702
## 3       NA       NA -1.3492399 -3.668630  6.228750         NA -0.124040
## 4   0.0041       NA -7.9038401 10.746900        NA         NA -4.067490
## 5   0.0211       NA -5.1469998 -1.256110        NA         NA        NA
## 6       NA       NA  0.4021890  0.274302        NA         NA  0.378265
##      wSF.y wKN.y wFB_per_c.y wSL_per_c.y wCT_per_c.y wCB_per_c.y wCH_per_c.y
## 1       NA    NA   3.7656053          NA  -0.3469385    -1.72912          NA
## 2       NA    NA  -0.2303355    5.155075          NA    -4.30777  -2.2284769
## 3       NA    NA  -0.3235587   -1.021902   3.0683499          NA  -0.3264211
## 4       NA    NA  -1.7963273    2.094912          NA          NA -15.0647782
## 5 0.130846    NA  -6.6844154   -3.806394          NA          NA          NA
## 6       NA    NA   1.6757874    2.285850          NA          NA   4.7283124
##   wSF_per_c.y wKN_per_c.y FA_pct_sc.y FC_pct_sc.y FS_pct_sc.y FO_pct_sc.y
## 1          NA          NA      0.0652      0.4239          NA          NA
## 2          NA          NA      0.2857          NA          NA          NA
## 3          NA          NA      0.0964          NA          NA          NA
## 4          NA          NA      0.4431          NA          NA          NA
## 5   0.1635575          NA      0.2526          NA      0.4211          NA
## 6          NA          NA      0.5455          NA          NA          NA
##   SI_pct_sc.y SL_pct_sc.y CU_pct_sc.y KC_pct_sc.y EP_pct_sc.y CH_pct_sc.y
## 1      0.3478          NA      0.1630          NA          NA          NA
## 2      0.0357      0.1429      0.0714          NA          NA      0.4643
## 3      0.3137      0.1986      0.3559          NA          NA      0.0354
## 4      0.0010      0.5244          NA          NA          NA      0.0315
## 5      0.1526      0.1632          NA      0.0105          NA          NA
## 6          NA      0.2727          NA          NA          NA      0.1818
##   SC_pct_sc.y KN_pct_sc.y UN_pct_sc.y vFA_sc.y vFC_sc.y vFS_sc.y vFO_sc.y
## 1          NA          NA          NA 93.11667 89.71282       NA       NA
## 2          NA          NA          NA 89.03750       NA       NA       NA
## 3          NA          NA          NA 92.42245       NA       NA       NA
## 4          NA          NA          NA 93.36996       NA       NA       NA
## 5          NA          NA          NA 92.26042       NA 85.57125       NA
## 6          NA          NA          NA 90.17084       NA       NA       NA
##   vSI_sc.y vSL_sc.y vCU_sc.y vKC_sc.y vEP_sc.y vCH_sc.y vSC_sc.y vKN_sc.y
## 1 92.15938       NA 83.16667       NA       NA       NA       NA       NA
## 2 91.40000 85.27500 68.90000       NA       NA 86.65385       NA       NA
## 3 92.86708 88.21485 81.19613       NA       NA 84.65000       NA       NA
## 4 93.90000 84.38023       NA       NA       NA 86.91613       NA       NA
## 5 92.07242 81.88387       NA     76.8       NA       NA       NA       NA
## 6       NA 80.90000       NA       NA       NA 86.31250       NA       NA
##   FA_X_sc.y FC_X_sc.y FS_X_sc.y FO_X_sc.y SI_X_sc.y  SL_X_sc.y CU_X_sc.y
## 1 -4.543333  1.561282        NA        NA -7.433750         NA  6.086667
## 2 -1.363750        NA        NA        NA -7.740000 3.92499995  6.200000
## 3 -3.026326        NA        NA        NA -7.611379 1.81806931  6.772044
## 4 -3.005092        NA        NA        NA -7.290000 2.00784893        NA
## 5 -5.183750        NA  -6.77675        NA -8.972069 2.26548398        NA
## 6 -4.150833        NA        NA        NA        NA 0.01666667        NA
##   KC_X_sc.y EP_X_sc.y CH_X_sc.y SC_X_sc.y KN_X_sc.y FA_Z_sc.y FC_Z_sc.y
## 1        NA        NA        NA        NA        NA  9.463333  6.312051
## 2        NA        NA -7.570000        NA        NA 10.682500        NA
## 3        NA        NA -4.226667        NA        NA  8.718265        NA
## 4        NA        NA -4.825807        NA        NA  8.143326        NA
## 5     0.715        NA        NA        NA        NA  9.281875        NA
## 6        NA        NA -9.347500        NA        NA  8.257500        NA
##   FS_Z_sc.y FO_Z_sc.y SI_Z_sc.y SL_Z_sc.y  CU_Z_sc.y KC_Z_sc.y EP_Z_sc.y
## 1        NA        NA  7.821875        NA -2.1720001        NA        NA
## 2        NA        NA  5.780000 3.7550001 -6.9299998        NA        NA
## 3        NA        NA  5.988997 3.6732178  0.9808011        NA        NA
## 4        NA        NA  8.340000 1.3797675         NA        NA        NA
## 5    2.9115        NA  6.000000 0.4374194         NA    -1.215        NA
## 6        NA        NA        NA 1.2583334         NA        NA        NA
##   CH_Z_sc.y SC_Z_sc.y KN_Z_sc.y    wFA_sc.y   wFC_sc.y   wFS_sc.y wFO_sc.y
## 1        NA        NA        NA  0.48711726 -0.1331012         NA       NA
## 2  2.310000        NA        NA -0.02015062         NA         NA       NA
## 3  4.267778        NA        NA  1.25948326         NA         NA       NA
## 4  7.806129        NA        NA -7.16855124         NA         NA       NA
## 5        NA        NA        NA -1.50872355         NA 0.08964028       NA
## 6  5.995000        NA        NA  0.40222492         NA         NA       NA
##      wSI_sc.y   wSL_sc.y    wCU_sc.y  wKC_sc.y wEP_sc.y   wCH_sc.y wSC_sc.y
## 1  0.91267284         NA -0.25579659        NA       NA         NA       NA
## 2  0.00000000  0.2053361 -0.08550668        NA       NA -0.2633303       NA
## 3 -1.72692745  5.8090852 -3.51742818        NA       NA  0.7454019       NA
## 4  0.05928174 10.6318878          NA        NA       NA -4.1962044       NA
## 5 -3.57754679  0.2663109          NA -1.432562       NA         NA       NA
## 6          NA  0.2630870          NA        NA       NA  0.3770016       NA
##   wKN_sc.y wFA_per_c_sc.y wFC_per_c_sc.y wFS_per_c_sc.y wFO_per_c_sc.y
## 1       NA      8.1186210     -0.3412852             NA             NA
## 2       NA     -0.2518828             NA             NA             NA
## 3       NA      1.2851870             NA             NA             NA
## 4       NA     -1.6441631             NA             NA             NA
## 5       NA     -3.1431741             NA      0.1120503             NA
## 6       NA      1.6759372             NA             NA             NA
##   wSI_per_c_sc.y wSL_per_c_sc.y wCU_per_c_sc.y wKC_per_c_sc.y wEP_per_c_sc.y
## 1      2.8521026             NA     -1.7053106             NA             NA
## 2      0.0000000      5.1334020     -4.2753343             NA             NA
## 3     -0.5413566      2.8757847     -0.9716652             NA             NA
## 4      5.9281737      2.0604434             NA             NA             NA
## 5    -12.3363682      0.8590675             NA      -71.62811             NA
## 6             NA      2.1923918             NA             NA             NA
##   wCH_per_c_sc.y wSC_per_c_sc.y wKN_per_c_sc.y OSwing_pct_sc.y ZSwing_pct_sc.y
## 1             NA             NA             NA          0.2857          0.6977
## 2      -2.025618             NA             NA          0.2727          0.7647
## 3       2.070561             NA             NA          0.2455          0.6519
## 4     -13.536143             NA             NA          0.3030          0.6798
## 5             NA             NA             NA          0.3235          0.6932
## 6       4.712521             NA             NA          0.2400          0.6316
##   Swing_pct_sc.y OContact_pct_sc.y ZContact_pct_sc.y Contact_pct_sc.y
## 1         0.4783            0.7143            0.9667           0.8864
## 2         0.5714            0.0000            0.8462           0.6875
## 3         0.4533            0.6311            0.8496           0.7918
## 4         0.4776            0.4938            0.8935           0.7574
## 5         0.4947            0.6364            0.9344           0.8298
## 6         0.4091            0.1667            0.9167           0.6667
##   Zone_pct_sc.y botERA.y botOvr_CH.y botStf_CH.y botCmd_CH.y botOvr_CU.y
## 1        0.4674 4.868690          NA          NA          NA    37.52955
## 2        0.6071 3.618240    47.81874    53.05141    37.92299    62.09333
## 3        0.5113 4.762482    35.74058    35.52300    43.49124    59.46371
## 4        0.4634 5.471674    48.14961    32.33592    54.16078          NA
## 5        0.4632 5.065226          NA          NA          NA          NA
## 6        0.4318 7.029020    20.00000    35.26765    20.00000          NA
##   botStf_CU.y botCmd_CU.y botOvr_FA.y botStf_FA.y botCmd_FA.y botOvr_SI.y
## 1    52.41804    28.79293    80.00000    28.13440    80.00000    44.47441
## 2    31.20845    69.99561    80.00000    38.51428    80.00000    80.00000
## 3    55.32049    59.10172    42.19527    42.90538    48.26328    40.40730
## 4          NA          NA    35.53020    34.63485    42.18420    80.00000
## 5          NA          NA    49.73981    33.25622    62.10012    37.97183
## 6          NA          NA    40.65599    23.55976    58.88263          NA
##   botStf_SI.y botCmd_SI.y botOvr_SL.y botStf_SL.y botCmd_SL.y botOvr_KC.y
## 1    32.16052    57.73453          NA          NA          NA          NA
## 2    25.64894    80.00000    20.00000    23.11389    29.84702          NA
## 3    36.91500    44.87278    52.03970    40.44861    58.76666          NA
## 4    44.50313    80.00000    44.95309    41.65564    49.73456          NA
## 5    38.06310    37.72555    45.27320    36.09439    47.04335          80
## 6          NA          NA    26.33736    52.85040    27.73576          NA
##   botStf_KC.y botCmd_KC.y botOvr_FC.y botStf_FC.y botCmd_FC.y botOvr_FS.y
## 1          NA          NA    44.55669    51.76028    29.30365          NA
## 2          NA          NA          NA          NA          NA          NA
## 3          NA          NA          NA          NA          NA          NA
## 4          NA          NA          NA          NA          NA          NA
## 5    28.36541          80          NA          NA          NA    48.46485
## 6          NA          NA          NA          NA          NA          NA
##   botStf_FS.y botCmd_FS.y botOvr.y botStf.y botCmd.y botxRV100.y Stf_plus_CH.y
## 1          NA          NA 46.47104 42.10634 42.21122   0.4031133            NA
## 2          NA          NA 59.45348 42.84874 62.58997  -0.4305200     165.50000
## 3          NA          NA 47.57372 41.51673 52.16182   0.3323062      79.19722
## 4          NA          NA 40.21069 37.40634 47.92979   0.8051008      57.21290
## 5    41.10974    52.34134 44.43054 39.42815 47.62496   0.5341372            NA
## 6          NA          NA 24.04183 31.98343 38.87843   1.8433300      63.80000
##   Loc_plus_CH.y Pit_plus_CH.y Stf_plus_CU.y Loc_plus_CU.y Pit_plus_CU.y
## 1            NA            NA      98.68000       80.5200      83.89333
## 2      87.80000      96.20000      65.30000      111.9000     114.50000
## 3      98.29444      94.85000      99.07376      104.0265     105.85580
## 4      88.27742      62.27097            NA            NA            NA
## 5            NA            NA            NA            NA            NA
## 6      85.00000      88.30000            NA            NA            NA
##   Stf_plus_FA.y Loc_plus_FA.y Pit_plus_FA.y Stf_plus_SI.y Loc_plus_SI.y
## 1      76.93333     118.76667     117.13333      66.08125      90.26875
## 2      73.10000     124.40000     118.80000      90.20000     167.10000
## 3      69.43061      91.47347      87.27959      83.75423      95.92257
## 4      67.54106      95.27018      88.34794            NA            NA
## 5      78.60833     102.83750      97.76458      78.80345      94.07241
## 6      61.70000      98.80000      78.50000            NA            NA
##   Pit_plus_SI.y Stf_plus_SL.y Loc_plus_SL.y Pit_plus_SL.y Stf_plus_KC.y
## 1      87.01875            NA            NA            NA            NA
## 2     160.00000      112.3000      86.70000       93.5000            NA
## 3      86.12038      120.4772      97.43861      107.1005            NA
## 4            NA      102.4031      98.58159      102.9099            NA
## 5      83.27241       88.4000      97.54194      106.5129            65
## 6            NA      127.4000      99.20000      106.0000            NA
##   Loc_plus_KC.y Pit_plus_KC.y Stf_plus_FC.y Loc_plus_FC.y Pit_plus_FC.y
## 1            NA            NA      100.9923      101.0769         103.1
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5           160          98.1            NA            NA            NA
## 6            NA            NA            NA            NA            NA
##   Stf_plus_FS.y Loc_plus_FS.y Pit_plus_FS.y Stf_plus_FO.y Loc_plus_FO.y
## 1            NA            NA            NA            NA            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5      86.97375      95.00625         99.42            NA            NA
## 6            NA            NA            NA            NA            NA
##   Pit_plus_FO.y Stuff_plus.y Location_plus.y Pitching_plus.y totalTBF
## 1            NA     86.28556        94.88444        95.11222       33
## 2            NA    121.65357       102.65357       105.85714      697
## 3            NA     95.02460        98.75692        97.76611      269
## 4            NA     85.46143        96.69673        95.14653      277
## 5            NA     83.61474        97.94000        97.68053      284
## 6            NA     80.00000        96.40000        87.78182      458
##   SPweightTBF RPweightTBF
## 1  0.21212121  0.78787879
## 2  0.98708752  0.01291248
## 3  0.05947955  0.94052045
## 4  0.09025271  0.90974729
## 5  0.82394366  0.17605634
## 6  0.97379913  0.02620087
joined_data1 <- joined_data %>%
  select(c(48:135,137:138, 140:309,354:441,443:444,446:617))
head(joined_data1)
##   K_pct.x BB_pct.x K_minus_BB_pct.x K_per_9.x BB_per_9.x K_to_BB.x H_per_9.x
## 1  0.1429   0.0000           0.1429   4.50000   0.000000     1.000  0.000000
## 2  0.1701   0.0523           0.1177   6.24307   1.920945     3.250  8.644251
## 3  0.1875   0.0625           0.1250   6.75000   2.250000     3.000  9.000000
## 4  0.1200   0.0400           0.0800   4.50000   1.500000     3.000  9.000000
## 5  0.1453   0.0897           0.0556   6.03947   3.730261     1.619 10.480257
## 6  0.1906   0.0448           0.1457   7.19438   1.692795     4.250  9.479654
##   HR_per_9.x     AVG.x   WHIP.x   BABIP.x LOB_pct.x  GB_pct.x  LD_pct.x
## 1   0.000000 0.0000000 0.000000 0.0000000    1.0000 0.6000000 0.0000000
## 2   1.547428 0.2492308 1.173911 0.2638889    0.7528 0.4412879 0.2348485
## 3   2.250000 0.2666667 1.250000 0.2727273    0.8333 0.7500000 0.1666667
## 4   1.500000 0.2500000 1.166667 0.2500000    0.5357 0.2500000 0.3000000
## 5   1.953946 0.2796209 1.578946 0.2891566    0.5856 0.4508671 0.2023121
## 6   1.438876 0.2641509 1.241383 0.2950311    0.7713 0.4011976 0.2215569
##     FB_pct.x IFFB_pct.x GB_to_FB.x HR_to_FB.x  IFH_pct.x BUH_pct.x    FIP.x
## 1 0.40000000 0.00000000  1.5000000  0.0000000 0.00000000       0.0 2.170030
## 2 0.32386364 0.08771930  1.3625731  0.1695906 0.03433476       0.2 4.693743
## 3 0.08333333 0.00000000  9.0000000  1.0000000 0.11111111       0.0 5.670030
## 4 0.45000000 0.00000000  0.5555556  0.1111111 0.00000000       0.0 4.836697
## 5 0.34682081 0.11666667  1.3000000  0.1833333 0.02564103       0.0 6.012134
## 6 0.37724551 0.06349206  1.0634921  0.1349206 0.08208955       0.2 4.270347
##     xFIP.x  SIERA.x   tERA.x  kwERA.x E_minus_F.x      RAR.x       WAR.x
## 1 3.934390 4.262984 0.457289 4.438624  -2.1700303  0.6536070  0.06757930
## 2 4.247334 4.580386 5.417891 4.740119  -0.5850553 12.9940004  1.26963997
## 3 2.861120 2.866858 6.854910 4.652910  -1.1700303 -0.0187822 -0.00180632
## 4 5.316570 5.618764 7.014478 5.192910   1.1633030  0.3374090  0.03322990
## 5 5.279140 5.361765 6.126318 5.486243   1.2707564 -2.9674499 -0.27813500
## 6 4.282661 4.373213 4.702638 4.404031  -0.5461976 12.3851995  1.23341000
##    Dollars.x     WPA.x   RE24.x      REW.x    pLI.x   inLI.x   gmLI.x   exLI.x
## 1  0.5406340  0.094082   0.8821  0.0985036 0.774114 0.900000 0.870000 0.990000
## 2 10.1571999  0.611129   4.5140  0.4259120 0.924694 0.907308 0.873103 1.226560
## 3 -0.0144506  0.050612   0.5918  0.0503874 0.848235 0.964150 0.870000 1.190000
## 4  0.2658390 -0.046028  -0.1836 -0.0198509 0.869360 0.946114 0.870000 1.572800
## 5 -2.2250800 -0.558082 -14.0962 -1.3885500 0.936788 0.858931 0.890000 0.868236
## 6  9.8672600  0.491852   4.9646  0.4959300 0.962211 0.936807 0.872381 0.971124
##   WPA_to_LI.x    Clutch.x OSwing_pct.x ZSwing_pct.x Swing_pct.x OContact_pct.x
## 1  0.10859400  0.01294107       0.1667       0.6364      0.4706         1.0000
## 2  0.13609999  0.52479862       0.3223       0.6763      0.4574         0.6693
## 3 -0.00906135  0.06872878       0.3125       0.7619      0.4906         0.6000
## 4  0.04284250 -0.09578719       0.3529       0.6563      0.4699         0.6667
## 5 -0.77391100  0.17817112       0.3450       0.7011      0.4908         0.6629
## 6 -0.10274100  0.61390953       0.3701       0.7107      0.5159         0.6591
##   ZContact_pct.x Contact_pct.x Zone_pct.x FStrike_pct.x SwStr_pct.x CStr_pct.x
## 1         1.0000        1.0000     0.6471        0.5714      0.0000     0.2353
## 2         0.9043        0.8019     0.3817        0.6613      0.0906     0.1765
## 3         0.9375        0.8077     0.3962        0.6250      0.0943     0.1132
## 4         0.9524        0.8205     0.3855        0.6800      0.0843     0.1928
## 5         0.8645        0.7809     0.4096        0.6453      0.1076     0.1499
## 6         0.8953        0.7984     0.4281        0.6973      0.1040     0.1756
##   CSW_pct.x ERA_minus.x FIP_minus.x xFIP_minus.x  Pace.x  RA9_WAR.x BIP_Wins.x
## 1    0.2353     0.00000    51.30117     92.55049 20.3000  0.1354990  0.1553250
## 2    0.2672    95.80868   111.00055     99.15196 23.4843  2.8633001  1.1693000
## 3    0.2075    93.05939   126.86990     67.02992 22.8889  0.0821856  0.0119747
## 4    0.2771   133.25421   113.38503    123.86825 21.7895  0.0128435  0.0644235
## 5    0.2574   170.57054   141.86364    123.00301 24.5008 -0.9059050  0.0430229
## 6    0.2796    87.22227   101.04932     99.96858 24.6748  1.9007699 -0.0629799
##   LOB_Wins.x FDP_Wins.x Pull_pct.x Cent_pct.x Oppo_pct.x Soft_pct.x Med_pct.x
## 1 -0.0874048  0.0679201     0.8000     0.0000     0.2000     0.0000    0.6000
## 2  0.4243510  1.5936500     0.4071     0.3340     0.2589     0.1557    0.5385
## 3  0.0720172  0.0839919     0.6667     0.2500     0.0833     0.1667    0.5833
## 4 -0.0848099 -0.0203864     0.3810     0.4286     0.1905     0.1429    0.5238
## 5 -0.6707930 -0.6277700     0.4886     0.3466     0.1648     0.1534    0.5625
## 6  0.7303410  0.6673610     0.4218     0.3628     0.2153     0.1298    0.5103
##   Hard_pct.x TTO_pct.x        FRM.x K_pct_plus.x BB_pct_plus.x K_per_9_plus.x
## 1     0.4000    0.1429  0.015000000     61.28236       0.00000       50.24492
## 2     0.3058    0.2645  0.167679995     73.78146      61.53678       70.57850
## 3     0.2500    0.3125  0.000621762     80.43309      70.45509       75.36737
## 4     0.3333    0.2000 -0.061530601     52.06322      47.04145       50.87293
## 5     0.2841    0.2821  0.260331988     63.03951     105.54171       68.27678
## 6     0.3599    0.2735  0.398750007     82.68636      52.73705       81.33314
##   BB_per_9_plus.x K_to_BB_plus.x H_per_9_plus.x HR_per_9_plus.x AVG_plus.x
## 1         0.00000             NA         0.0000          0.0000     0.0000
## 2        58.86528      119.89833       102.3327        120.6289   102.3728
## 3        66.01783      114.16220       109.3575        183.2621   111.9052
## 4        45.96588      110.67538       106.5442        116.9317   102.6888
## 5       114.30982       59.72957       124.0678        152.3188   114.8557
## 6        51.87389      156.79012       112.2224        112.1668   108.5014
##   WHIP_plus.x BABIP_plus.x LOB_pct_plus.x GB_pct_plus.x LD_pct_plus.x
## 1     0.00000      0.00000             NA     137.82426       0.00000
## 2    90.22032     90.49563      104.66924     104.45648     114.62622
## 3    96.66543     94.85044      115.28856     172.28032      80.01933
## 4    89.66358     85.73270       74.48338      59.17706     146.42575
## 5   121.34914     99.16072       81.41727     106.72395      98.74569
## 6    95.40589    101.17524      107.24165      94.96678     108.13878
##   FB_pct_plus.x HR_to_FB_pct_plus.x Pull_pct_plus.x Cent_pct_plus.x
## 1     112.23975              0.0000       201.12884         0.00000
## 2      86.90663            126.1038       101.35490        96.12093
## 3      23.38328            729.7139       167.60736        70.95258
## 4     120.75447             82.6197        94.83812       123.35262
## 5      93.06703            136.3225       121.64605        99.75676
## 6     101.23130            100.3239       105.01433       104.43128
##   Oppo_pct_plus.x Med_pct_plus.x Hard_pct_plus.x     EV.x      LA.x Barrels.x
## 1        80.03297      116.91690       124.58032 86.11440 11.644860         0
## 2       103.20270      104.53858        95.14297 88.24564 10.712803        35
## 3        33.34707      113.66920        77.86270 81.93942 -7.849892         1
## 4        75.92414      101.69399       103.70389 90.27315 20.941316         3
## 5        65.67869      109.20548        88.38400 88.75491 12.360635        16
## 6        85.83459       99.07597       111.96349 91.20150 15.186228        31
##   maxEV.x HardHit.x FA_pct.x   FAv.x SL_pct.x   SLv.x CT_pct.x   CTv.x CB_pct.x
## 1 101.566         1   0.5882 91.3000       NA      NA   0.4118 89.1429       NA
## 2 113.180       187   0.4625 88.9432   0.1522 83.5928       NA      NA   0.1663
## 3 105.571         3   0.5283 92.7857   0.3208 81.7059   0.1321 89.0000       NA
## 4 115.485         7   0.5422 93.1333   0.4337 84.3611       NA      NA       NA
## 5 111.505        68   0.4108 91.5432   0.2792 82.0861       NA      NA       NA
## 6 114.748       158   0.5412 90.7178   0.2892 81.2890       NA      NA       NA
##     CBv.x CH_pct.x   CHv.x SF_pct.x   SFv.x KN_pct.x KNv.x XX_pct.x PO_pct.x
## 1      NA       NA      NA       NA      NA       NA    NA       NA       NA
## 2 71.1863   0.2189 86.3154       NA      NA       NA    NA       NA       NA
## 3      NA   0.0189 84.0000       NA      NA       NA    NA       NA       NA
## 4      NA   0.0241 88.0000       NA      NA       NA    NA       NA       NA
## 5      NA       NA      NA   0.3101 85.1808       NA    NA       NA       NA
## 6      NA   0.1696 85.5319       NA      NA       NA    NA   0.0024       NA
##       wFB.x      wSL.x     wCT.x   wCB.x      wCH.x    wSF.x wKN.x wFB_per_c.x
## 1  0.970334         NA  0.262485      NA         NA       NA    NA   9.7033399
## 2  1.353480 -2.5583601        NA 0.26958  8.2634602       NA    NA   0.1147990
## 3  0.428447 -0.2775150 -0.188138      NA  0.0903106       NA    NA   1.5301679
## 4 -0.190935  0.0460657        NA      NA  0.1302440       NA    NA  -0.4243000
## 5 -6.383820 -3.7189600        NA      NA         NA -2.68283    NA  -1.7782229
## 6  1.588750 -1.6935900        NA      NA -4.9156299       NA    NA   0.1765278
##   wSL_per_c.x wCT_per_c.x wCB_per_c.x wCH_per_c.x wSF_per_c.x wKN_per_c.x
## 1          NA    3.749786          NA          NA          NA          NA
## 2  -0.6593712          NA  0.06358019    1.480907          NA          NA
## 3  -1.6324411   -2.687686          NA    9.031060          NA          NA
## 4   0.1279603          NA          NA    6.512200          NA          NA
## 5  -1.5241640          NA          NA          NA  -0.9899742          NA
## 6  -0.3520977          NA          NA   -1.743131          NA          NA
##   FA_pct_sc.x FC_pct_sc.x FS_pct_sc.x FO_pct_sc.x SI_pct_sc.x SL_pct_sc.x
## 1          NA      0.4118          NA          NA      0.5882          NA
## 2      0.4033          NA          NA          NA      0.0573      0.1518
## 3      0.1698          NA          NA          NA      0.3585      0.1321
## 4      0.5422          NA          NA          NA          NA      0.4337
## 5      0.2426          NA      0.3135          NA      0.1682      0.2632
## 6      0.5415          NA          NA          NA          NA      0.2900
##   CU_pct_sc.x KC_pct_sc.x EP_pct_sc.x CH_pct_sc.x SC_pct_sc.x KN_pct_sc.x
## 1          NA          NA          NA          NA          NA          NA
## 2      0.1648          NA       8e-04      0.2197          NA          NA
## 3      0.3208          NA          NA      0.0189          NA          NA
## 4          NA          NA          NA      0.0241          NA          NA
## 5          NA      0.0126          NA          NA          NA          NA
## 6          NA          NA          NA      0.1685          NA          NA
##   UN_pct_sc.x vFA_sc.x vFC_sc.x vFS_sc.x vFO_sc.x vSI_sc.x vSL_sc.x vCU_sc.x
## 1          NA       NA 89.07143       NA       NA 91.34000       NA       NA
## 2          NA 88.86216       NA       NA       NA 89.51781 83.56693 71.20024
## 3          NA 92.88889       NA       NA       NA 92.73684 88.97143 81.58824
## 4          NA 93.14444       NA       NA       NA       NA 84.34722       NA
## 5          NA 91.48868       NA  85.0927       NA 91.57143 82.24609       NA
## 6          NA 90.66266       NA       NA       NA       NA 81.23506       NA
##   vKC_sc.x vEP_sc.x vCH_sc.x vSC_sc.x vKN_sc.x FA_X_sc.x FC_X_sc.x FS_X_sc.x
## 1       NA       NA       NA       NA       NA        NA  1.151429        NA
## 2       NA     52.2  86.3525       NA       NA -1.117743        NA        NA
## 3       NA       NA  83.7000       NA       NA -2.927778        NA        NA
## 4       NA       NA  87.6500       NA       NA -2.824222        NA        NA
## 5 77.43636       NA       NA       NA       NA -5.781981        NA -7.079854
## 6       NA       NA  85.4950       NA       NA -4.421867        NA        NA
##   FO_X_sc.x SI_X_sc.x  SL_X_sc.x CU_X_sc.x KC_X_sc.x EP_X_sc.x CH_X_sc.x
## 1        NA -8.373000         NA        NA        NA        NA        NA
## 2        NA -7.842192  3.9547804  6.146952        NA      1.59 -7.525053
## 3        NA -6.472105  0.2614286  5.550000        NA        NA -0.710000
## 4        NA        NA  2.0261112        NA        NA        NA -6.705000
## 5        NA -9.474626  1.4109565        NA  5.193636        NA        NA
## 6        NA        NA -0.6810581        NA        NA        NA -9.773179
##   SC_X_sc.x KN_X_sc.x FA_Z_sc.x FC_Z_sc.x FS_Z_sc.x FO_Z_sc.x SI_Z_sc.x
## 1        NA        NA        NA  6.468571        NA        NA  7.457000
## 2        NA        NA  9.704115        NA        NA        NA  6.867534
## 3        NA        NA  7.141111        NA        NA        NA  5.647369
## 4        NA        NA  9.438000        NA        NA        NA        NA
## 5        NA        NA  9.956462        NA  3.033577        NA  6.629728
## 6        NA        NA  8.586267        NA        NA        NA        NA
##   SL_Z_sc.x  CU_Z_sc.x KC_Z_sc.x EP_Z_sc.x CH_Z_sc.x SC_Z_sc.x KN_Z_sc.x
## 1        NA         NA        NA        NA        NA        NA        NA
## 2  2.147494 -6.1147618        NA    11.035  3.085696        NA        NA
## 3  3.620000  0.1029412        NA        NA  3.200000        NA        NA
## 4  2.222222         NA        NA        NA  7.560000        NA        NA
## 5  1.404087         NA -1.147273        NA        NA        NA        NA
## 6  1.143755         NA        NA        NA  5.174357        NA        NA
##     wFA_sc.x  wFC_sc.x  wFS_sc.x wFO_sc.x   wSI_sc.x    wSL_sc.x   wCU_sc.x
## 1         NA 0.2461836        NA       NA  0.9653655          NA         NA
## 2  2.9984491        NA        NA       NA -2.7198757 -2.33006804  0.8444083
## 3 -0.3305191        NA        NA       NA  0.7586884 -0.18667325 -0.2828667
## 4 -0.1014198        NA        NA       NA         NA -0.01847751         NA
## 5 -2.3870250        NA -1.661814       NA -3.9860652 -2.90744762         NA
## 6  1.6039925        NA        NA       NA         NA -1.62000511         NA
##    wKC_sc.x   wEP_sc.x    wCH_sc.x wSC_sc.x wKN_sc.x wFA_per_c_sc.x
## 1        NA         NA          NA       NA       NA             NA
## 2        NA 0.08958627  9.07645145       NA       NA      0.2916779
## 3        NA         NA  0.08966748       NA       NA     -3.6724341
## 4        NA         NA  0.12965198       NA       NA     -0.2253773
## 5 -1.173539         NA          NA       NA       NA     -1.1259552
## 6        NA         NA -4.69832540       NA       NA      0.1782214
##   wFC_per_c_sc.x wFS_per_c_sc.x wFO_per_c_sc.x wSI_per_c_sc.x wSL_per_c_sc.x
## 1       3.516908             NA             NA       9.653655             NA
## 2             NA             NA             NA      -1.862929    -0.60208476
## 3             NA             NA             NA       3.993097    -2.66676072
## 4             NA             NA             NA             NA    -0.05132643
## 5             NA     -0.6065016             NA      -2.711609    -1.26410766
## 6             NA             NA             NA             NA    -0.33610065
##   wCU_per_c_sc.x wKC_per_c_sc.x wEP_per_c_sc.x wCH_per_c_sc.x wSC_per_c_sc.x
## 1             NA             NA             NA             NA             NA
## 2      0.2010496             NA       4.479313       1.620795             NA
## 3     -1.6639218             NA             NA       8.966748             NA
## 4             NA             NA             NA       6.482599             NA
## 5             NA      -10.66854             NA             NA             NA
## 6             NA             NA             NA      -1.677973             NA
##   wKN_per_c_sc.x OSwing_pct_sc.x ZSwing_pct_sc.x Swing_pct_sc.x
## 1             NA          0.2000          0.6667         0.5294
## 2             NA          0.2975          0.6415         0.4582
## 3             NA          0.2593          0.7308         0.4906
## 4             NA          0.2973          0.6087         0.4699
## 5             NA          0.3165          0.6826         0.4920
## 6             NA          0.3396          0.6782         0.5162
##   OContact_pct_sc.x ZContact_pct_sc.x Contact_pct_sc.x Zone_pct_sc.x botERA.x
## 1            1.0000            1.0000           1.0000        0.7059 2.432060
## 2            0.6213            0.8953           0.8005        0.4672 4.839640
## 3            0.5714            0.8947           0.8077        0.4906 5.582160
## 4            0.5455            0.9286           0.8205        0.5542 5.246973
## 5            0.6181            0.8636           0.7814        0.4794 4.872076
## 6            0.5926            0.8912           0.7972        0.5217 4.643365
##   botOvr_CH.x botStf_CH.x botCmd_CH.x botOvr_CU.x botStf_CU.x botCmd_CU.x
## 1          NA          NA          NA          NA          NA          NA
## 2    50.42632    46.83624    53.84100    61.76108    34.89584    63.46202
## 3    80.00000    40.00855    80.00000    56.59242    44.34712    69.67419
## 4    20.00000    34.09888    38.28007          NA          NA          NA
## 5          NA          NA          NA          NA          NA          NA
## 6    52.86354    42.79656    60.35878          NA          NA          NA
##   botOvr_FA.x botStf_FA.x botCmd_FA.x botOvr_SI.x botStf_SI.x botCmd_SI.x
## 1          NA          NA          NA    62.64407    47.30210    64.74398
## 2    48.30466    32.03922    59.44796    36.37817    36.63814    41.89272
## 3    28.98999    37.55953    32.80796    30.94132    33.29485    30.36850
## 4    33.51558    40.72670    33.03430          NA          NA          NA
## 5    45.78871    36.82390    55.03096    39.59498    41.96177    45.17504
## 6    48.28678    26.65320    66.24292          NA          NA          NA
##   botOvr_SL.x botStf_SL.x botCmd_SL.x botOvr_KC.x botStf_KC.x botCmd_KC.x
## 1          NA          NA          NA          NA          NA          NA
## 2    38.55598    27.49158    52.14763          NA          NA          NA
## 3    46.97429    33.73379    55.33685          NA          NA          NA
## 4    56.98273    39.22904    62.17235          NA          NA          NA
## 5    49.92448    41.76413    54.56995    56.56366    42.98963    60.45969
## 6    48.53563    49.62117    49.07718          NA          NA          NA
##   botOvr_FC.x botStf_FC.x botCmd_FC.x botOvr_FS.x botStf_FS.x botCmd_FS.x
## 1    65.13422    46.29685    71.85373          NA          NA          NA
## 2          NA          NA          NA          NA          NA          NA
## 3          NA          NA          NA          NA          NA          NA
## 4          NA          NA          NA          NA          NA          NA
## 5          NA          NA          NA    52.12882    38.79827     60.1107
## 6          NA          NA          NA          NA          NA          NA
##   botOvr.x botStf.x botCmd.x botxRV100.x Stf_plus_CH.x Loc_plus_CH.x
## 1 71.76892 45.85764 78.59114  -1.2213100            NA            NA
## 2 46.77265 31.44338 57.65308   0.3837449     109.51339      102.1836
## 3 39.06360 31.86151 47.49613   0.8787600      22.90000       33.7000
## 4 42.54366 38.19025 47.80759   0.6552984      88.55000       87.1000
## 5 46.43589 40.94798 52.86174   0.4053685            NA            NA
## 6 48.81040 34.52874 63.23885   0.2528955      77.10607      100.2679
##   Pit_plus_CH.x Stf_plus_CU.x Loc_plus_CU.x Pit_plus_CU.x Stf_plus_FA.x
## 1            NA            NA            NA            NA            NA
## 2     103.09804       97.2269      102.1517      99.11524      79.15934
## 3      72.70000      101.2000      103.6000     100.80000      70.10000
## 4      75.55000            NA            NA            NA      74.51111
## 5            NA            NA            NA            NA      80.46745
## 6      93.11571            NA            NA            NA      70.48700
##   Loc_plus_FA.x Pit_plus_FA.x Stf_plus_SI.x Loc_plus_SI.x Pit_plus_SI.x
## 1            NA            NA      91.10000     119.20000     110.40000
## 2     102.68589      94.45856      84.71507      96.83630      86.48767
## 3      96.30000      84.20000      64.60000      91.40000      90.20000
## 4      90.94444      87.01111            NA            NA            NA
## 5      98.80236      90.58019      81.71769      95.46054      89.80816
## 6     107.66989      95.15333            NA            NA            NA
##   Stf_plus_SL.x Loc_plus_SL.x Pit_plus_SL.x Stf_plus_KC.x Loc_plus_KC.x
## 1            NA            NA            NA            NA            NA
## 2      98.67778     103.53514     103.89974            NA            NA
## 3      79.30000      84.90000      98.10000            NA            NA
## 4     106.01667     103.44167     108.00000            NA            NA
## 5      97.47000      98.41087      99.91043          79.3      95.08182
## 6      91.97801     107.84772     108.44585            NA            NA
##   Pit_plus_KC.x Stf_plus_FC.x Loc_plus_FC.x Pit_plus_FC.x Stf_plus_FS.x
## 1            NA         103.4         108.4           104            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5          92.6            NA            NA            NA      100.0011
## 6            NA            NA            NA            NA            NA
##   Loc_plus_FS.x Pit_plus_FS.x Stf_plus_FO.x Loc_plus_FO.x Pit_plus_FO.x
## 1            NA            NA            NA            NA            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5      102.4102      102.8504            NA            NA            NA
## 6            NA            NA            NA            NA            NA
##   Stuff_plus.x Location_plus.x Pitching_plus.x PlayerId.y K_pct.y BB_pct.y
## 1     96.16471       114.75294       107.76471       1157  0.1923   0.1154
## 2     92.10000       102.27168        98.10337       1943  0.3333   0.0000
## 3     78.42830        94.19811        93.29434       2608  0.1739   0.1067
## 4     88.51446        96.27229        95.83855       3200  0.1944   0.0833
## 5     91.29621        99.17543        96.76590       4776  0.1200   0.1200
## 6     77.80580       106.48243        98.65127       5372  0.2500   0.0833
##   K_minus_BB_pct.y K_per_9.y BB_per_9.y K_to_BB.y H_per_9.y HR_per_9.y
## 1           0.0769  7.500000   4.500000    1.6667  6.000000   0.000000
## 2           0.3333 11.571446   0.000000    3.0000  7.714297   3.857149
## 3           0.0672  6.563539   4.027626    1.6296  7.309396   1.044199
## 4           0.1111  7.432588   3.185395    2.3333  8.949443   1.213484
## 5           0.0000  5.586205   5.586205    1.0000 13.034478   3.724137
## 6           0.1667  9.000000   3.000000    3.0000  6.000000   0.000000
##       AVG.y    WHIP.y   BABIP.y LOB_pct.y  GB_pct.y  LD_pct.y  FB_pct.y
## 1 0.1818182 1.1666667 0.2352941    1.0000 0.4375000 0.3125000 0.2500000
## 2 0.2222222 0.8571441 0.2000000    0.0000 0.6666667 0.1666667 0.1666667
## 3 0.2168142 1.2596692 0.2400000    0.6949 0.4413408 0.2234637 0.3351955
## 4 0.2576419 1.3483153 0.2965116    0.7203 0.3687151 0.2234637 0.4078212
## 5 0.3255814 2.0689648 0.3030303    0.5195 0.4444444 0.2222222 0.3333333
## 6 0.1818182 1.0000000 0.2500000    1.0000 0.2500000 0.2500000 0.5000000
##   IFFB_pct.y GB_to_FB.y HR_to_FB.y IFH_pct.y BUH_pct.y    FIP.y   xFIP.y
## 1 0.25000000  1.7500000  0.0000000 0.0000000         0 3.503364 4.679604
## 2 0.00000000  4.0000000  1.0000000 0.0000000         0 6.170035 1.354753
## 3 0.08333333  1.3166667  0.1166667 0.1392405         0 4.562296 4.808621
## 4 0.05479452  0.9041096  0.1095890 0.1060606         0 4.434076 4.852025
## 5 0.08333333  1.3333333  0.3333333 0.0625000         0 9.480373 6.291304
## 6 0.00000000  0.5000000  0.0000000 0.0000000         0 2.170030 4.522510
##    SIERA.y   tERA.y  kwERA.y E_minus_F.y     RAR.y      WAR.y Dollars.y
## 1 4.692691 4.712296 5.229833  -3.5033636  0.566930  0.0576108  0.460886
## 2 1.353345 6.182322 2.152910   1.5442623 -0.672134 -0.0645914 -0.516731
## 3 4.866784 5.954045 5.346586  -0.2363271  1.670490  0.1674210  1.339370
## 4 4.438119 5.127547 4.819577   0.1164883  0.619674  0.0619701  0.495761
## 5 5.740580 9.850350 6.152910   2.6230712 -5.203570 -0.4798210 -3.838570
## 6 3.995622 2.828992 4.152910  -2.1700303  0.791299  0.0831132  0.664905
##       WPA.y RE24.y      REW.y    pLI.y   inLI.y   gmLI.y   exLI.y WPA_to_LI.y
## 1 0.2004080  2.882  0.3034430 0.715007 0.599233 0.602467 0.720867    0.141754
## 2 0.1134600 -0.770 -0.0792181 1.315510 1.307870 1.730000 2.114800    0.067716
## 3 1.7869600  1.894  0.0746191 1.119230 1.050500 1.296580 1.393600    0.527588
## 4 0.0391174  0.282  0.0681940 0.468429 0.432664 0.477167 0.820941   -0.482133
## 5 0.2162640 -8.097 -0.8113600 0.971569 0.956370 0.911760 0.000000   -0.404392
## 6 0.1838660  1.578  0.1563150 1.132770 1.146330 1.254600 1.096000    0.129233
##     Clutch.y OSwing_pct.y ZSwing_pct.y Swing_pct.y OContact_pct.y
## 1 0.13853416       0.3269       0.6750      0.4783         0.7647
## 2 0.01853191       0.3750       0.8333      0.5714         0.3333
## 3 1.06900961       0.2915       0.6833      0.4533         0.6667
## 4 0.56564064       0.3455       0.6960      0.4796         0.5981
## 5 0.62698453       0.3475       0.7361      0.4947         0.7073
## 6 0.03308239       0.2857       0.6250      0.4091         0.3750
##   ZContact_pct.y Contact_pct.y Zone_pct.y FStrike_pct.y SwStr_pct.y CStr_pct.y
## 1         0.9630        0.8864     0.4348        0.6923      0.0543     0.1413
## 2         0.9000        0.6875     0.4286        0.5556      0.1786     0.1071
## 3         0.8676        0.7918     0.4130        0.5415      0.0944     0.1583
## 4         0.8966        0.7638     0.3827        0.5873      0.1133     0.1490
## 5         0.9245        0.8298     0.3789        0.6200      0.0842     0.1368
## 6         0.9000        0.6667     0.3636        0.6667      0.1364     0.1364
##   CSW_pct.y ERA_minus.y FIP_minus.y xFIP_minus.y  Pace.y  RA9_WAR.y BIP_Wins.y
## 1    0.1957     0.00000    83.44687    110.27042 22.4127  0.2768440  0.0772889
## 2    0.2857   179.88631   145.60305     32.28756 25.2105 -0.0937669  0.0347188
## 3    0.2527    89.46045   101.89805    113.33824 25.0472  0.7451760  0.5731800
## 4    0.2622   101.06364   104.02781    113.12989 25.0043  0.2390860 -0.0843259
## 5    0.2211   283.47139   223.13298    146.40002 27.3657 -0.6689650 -0.0312742
## 6    0.2727     0.00000    51.83375    105.51290 22.4516  0.2066380  0.0284347
##    LOB_Wins.y FDP_Wins.y Pull_pct.y Cent_pct.y Oppo_pct.y Soft_pct.y Med_pct.y
## 1  0.14194500  0.2192330     0.5294     0.1765     0.2941     0.1765    0.5882
## 2 -0.06389430 -0.0291754     0.5000     0.1667     0.3333     0.0000    0.6667
## 3  0.00457521  0.5777550     0.4641     0.3204     0.2155     0.1713    0.5083
## 4  0.26144099  0.1771150     0.3722     0.3333     0.2944     0.1278    0.5000
## 5 -0.15787000 -0.1891440     0.4324     0.2973     0.2703     0.1351    0.4324
## 6  0.09509000  0.1235250     0.2500     0.3750     0.3750     0.1250    0.6250
##   Hard_pct.y TTO_pct.y       FRM.y K_pct_plus.y BB_pct_plus.y K_per_9_plus.y
## 1     0.2353    0.3077  0.04500000     82.49548     130.07093       83.74153
## 2     0.3333    0.4444  0.00231969    144.62006       0.00000      130.81628
## 3     0.3204    0.3083  0.00937824     74.60461     120.30275       73.28544
## 4     0.3722    0.3095 -0.60847002     84.36170      98.00301       84.02611
## 5     0.4324    0.3200  0.04966850     52.06322     141.12434       63.15258
## 6     0.2500    0.3333  0.01125000    108.46505      98.00301      101.74585
##   BB_per_9_plus.y K_to_BB_plus.y H_per_9_plus.y HR_per_9_plus.y AVG_plus.y
## 1       132.03567       63.42344       72.90499         0.00000   76.29898
## 2         0.00000             NA       91.32372       300.68199   91.27894
## 3       118.17563       62.01403       88.81524        85.04985   90.98485
## 4        97.61299       86.08085      105.94568        94.59649  105.82777
## 5       171.18323       36.89179      154.30532       290.31313  133.73426
## 6        91.93176      110.67538       71.02946         0.00000   74.68277
##   WHIP_plus.y BABIP_plus.y LOB_pct_plus.y GB_pct_plus.y LD_pct_plus.y
## 1    90.22107     81.83176      138.34627     100.49685     150.03624
## 2    65.87538     68.58616        0.00000     157.80549      81.34764
## 3    97.41317     83.46839       96.13185     101.37911     107.28849
## 4   103.62410    101.68297      100.15280      87.27790     109.06946
## 5   159.00926    103.91843       72.22631     105.20366     108.46352
## 6    76.85450     85.73270      139.03565      59.17706     122.02146
##   FB_pct_plus.y HR_to_FB_pct_plus.y Pull_pct_plus.y Cent_pct_plus.y
## 1      70.14984             0.00000       133.09997        50.08417
## 2      44.72388           743.57732       124.47503        47.97046
## 3      94.05566            85.13329       116.67695        90.94474
## 4     109.43608            81.48792        92.66474        95.94093
## 5      89.44776           247.85910       107.65408        85.56894
## 6     134.17164             0.00000        62.23751       107.93354
##   Oppo_pct_plus.y Med_pct_plus.y Hard_pct_plus.y     EV.y      LA.y Barrels.y
## 1       117.69555      114.62441        73.28254 87.65562 10.628437         1
## 2       132.86724      129.42872       103.70389 96.76133  1.550577         0
## 3        86.22337       99.04562        99.80191 86.65819 11.139435        10
## 4       117.36606       97.07154       115.80267 90.22011 12.996257        19
## 5       107.73019       83.95376       134.53477 90.58000 11.175657         5
## 6       149.47564      121.33943        77.77792 89.82225 21.683750         0
##   maxEV.y HardHit.y FA_pct.y   FAv.y SL_pct.y   SLv.y CT_pct.y   CTv.y CB_pct.y
## 1 106.499         3   0.4130 92.3947       NA      NA   0.4239 89.7692   0.1630
## 2 103.903         4   0.3214 89.2222   0.1429 85.2500       NA      NA   0.0714
## 3 111.745        65   0.4100 92.7962   0.3530 81.2479   0.1996 88.2956       NA
## 4 112.110        81   0.4490 93.3909   0.5235 84.4444       NA      NA       NA
## 5 109.727        18   0.4053 92.1688   0.1737 81.7576       NA      NA       NA
## 6 106.341         2   0.5455 90.2500   0.2727 81.0000       NA      NA       NA
##   CBv.y CH_pct.y   CHv.y SF_pct.y  SFv.y KN_pct.y KNv.y XX_pct.y PO_pct.y
## 1  83.2       NA      NA       NA     NA       NA    NA       NA       NA
## 2  69.0   0.4643 86.6923       NA     NA       NA    NA       NA       NA
## 3    NA   0.0374 84.7105       NA     NA       NA    NA       NA       NA
## 4    NA   0.0276 86.6667       NA     NA       NA    NA   0.0041       NA
## 5    NA       NA      NA   0.4211 85.575       NA    NA   0.0211       NA
## 6    NA   0.1818 86.3750       NA     NA       NA    NA       NA       NA
##        wFB.y     wSL.y     wCT.y      wCB.y     wCH.y    wSF.y wKN.y
## 1  1.4309300        NA -0.135306 -0.2593680        NA       NA    NA
## 2 -0.0207302  0.206203        NA -0.0861554 -0.289702       NA    NA
## 3 -1.3492399 -3.668630  6.228750         NA -0.124040       NA    NA
## 4 -7.9038401 10.746900        NA         NA -4.067490       NA    NA
## 5 -5.1469998 -1.256110        NA         NA        NA 0.130846    NA
## 6  0.4021890  0.274302        NA         NA  0.378265       NA    NA
##   wFB_per_c.y wSL_per_c.y wCT_per_c.y wCB_per_c.y wCH_per_c.y wSF_per_c.y
## 1   3.7656053          NA  -0.3469385    -1.72912          NA          NA
## 2  -0.2303355    5.155075          NA    -4.30777  -2.2284769          NA
## 3  -0.3235587   -1.021902   3.0683499          NA  -0.3264211          NA
## 4  -1.7963273    2.094912          NA          NA -15.0647782          NA
## 5  -6.6844154   -3.806394          NA          NA          NA   0.1635575
## 6   1.6757874    2.285850          NA          NA   4.7283124          NA
##   wKN_per_c.y FA_pct_sc.y FC_pct_sc.y FS_pct_sc.y FO_pct_sc.y SI_pct_sc.y
## 1          NA      0.0652      0.4239          NA          NA      0.3478
## 2          NA      0.2857          NA          NA          NA      0.0357
## 3          NA      0.0964          NA          NA          NA      0.3137
## 4          NA      0.4431          NA          NA          NA      0.0010
## 5          NA      0.2526          NA      0.4211          NA      0.1526
## 6          NA      0.5455          NA          NA          NA          NA
##   SL_pct_sc.y CU_pct_sc.y KC_pct_sc.y EP_pct_sc.y CH_pct_sc.y SC_pct_sc.y
## 1          NA      0.1630          NA          NA          NA          NA
## 2      0.1429      0.0714          NA          NA      0.4643          NA
## 3      0.1986      0.3559          NA          NA      0.0354          NA
## 4      0.5244          NA          NA          NA      0.0315          NA
## 5      0.1632          NA      0.0105          NA          NA          NA
## 6      0.2727          NA          NA          NA      0.1818          NA
##   KN_pct_sc.y UN_pct_sc.y vFA_sc.y vFC_sc.y vFS_sc.y vFO_sc.y vSI_sc.y vSL_sc.y
## 1          NA          NA 93.11667 89.71282       NA       NA 92.15938       NA
## 2          NA          NA 89.03750       NA       NA       NA 91.40000 85.27500
## 3          NA          NA 92.42245       NA       NA       NA 92.86708 88.21485
## 4          NA          NA 93.36996       NA       NA       NA 93.90000 84.38023
## 5          NA          NA 92.26042       NA 85.57125       NA 92.07242 81.88387
## 6          NA          NA 90.17084       NA       NA       NA       NA 80.90000
##   vCU_sc.y vKC_sc.y vEP_sc.y vCH_sc.y vSC_sc.y vKN_sc.y FA_X_sc.y FC_X_sc.y
## 1 83.16667       NA       NA       NA       NA       NA -4.543333  1.561282
## 2 68.90000       NA       NA 86.65385       NA       NA -1.363750        NA
## 3 81.19613       NA       NA 84.65000       NA       NA -3.026326        NA
## 4       NA       NA       NA 86.91613       NA       NA -3.005092        NA
## 5       NA     76.8       NA       NA       NA       NA -5.183750        NA
## 6       NA       NA       NA 86.31250       NA       NA -4.150833        NA
##   FS_X_sc.y FO_X_sc.y SI_X_sc.y  SL_X_sc.y CU_X_sc.y KC_X_sc.y EP_X_sc.y
## 1        NA        NA -7.433750         NA  6.086667        NA        NA
## 2        NA        NA -7.740000 3.92499995  6.200000        NA        NA
## 3        NA        NA -7.611379 1.81806931  6.772044        NA        NA
## 4        NA        NA -7.290000 2.00784893        NA        NA        NA
## 5  -6.77675        NA -8.972069 2.26548398        NA     0.715        NA
## 6        NA        NA        NA 0.01666667        NA        NA        NA
##   CH_X_sc.y SC_X_sc.y KN_X_sc.y FA_Z_sc.y FC_Z_sc.y FS_Z_sc.y FO_Z_sc.y
## 1        NA        NA        NA  9.463333  6.312051        NA        NA
## 2 -7.570000        NA        NA 10.682500        NA        NA        NA
## 3 -4.226667        NA        NA  8.718265        NA        NA        NA
## 4 -4.825807        NA        NA  8.143326        NA        NA        NA
## 5        NA        NA        NA  9.281875        NA    2.9115        NA
## 6 -9.347500        NA        NA  8.257500        NA        NA        NA
##   SI_Z_sc.y SL_Z_sc.y  CU_Z_sc.y KC_Z_sc.y EP_Z_sc.y CH_Z_sc.y SC_Z_sc.y
## 1  7.821875        NA -2.1720001        NA        NA        NA        NA
## 2  5.780000 3.7550001 -6.9299998        NA        NA  2.310000        NA
## 3  5.988997 3.6732178  0.9808011        NA        NA  4.267778        NA
## 4  8.340000 1.3797675         NA        NA        NA  7.806129        NA
## 5  6.000000 0.4374194         NA    -1.215        NA        NA        NA
## 6        NA 1.2583334         NA        NA        NA  5.995000        NA
##   KN_Z_sc.y    wFA_sc.y   wFC_sc.y   wFS_sc.y wFO_sc.y    wSI_sc.y   wSL_sc.y
## 1        NA  0.48711726 -0.1331012         NA       NA  0.91267284         NA
## 2        NA -0.02015062         NA         NA       NA  0.00000000  0.2053361
## 3        NA  1.25948326         NA         NA       NA -1.72692745  5.8090852
## 4        NA -7.16855124         NA         NA       NA  0.05928174 10.6318878
## 5        NA -1.50872355         NA 0.08964028       NA -3.57754679  0.2663109
## 6        NA  0.40222492         NA         NA       NA          NA  0.2630870
##      wCU_sc.y  wKC_sc.y wEP_sc.y   wCH_sc.y wSC_sc.y wKN_sc.y wFA_per_c_sc.y
## 1 -0.25579659        NA       NA         NA       NA       NA      8.1186210
## 2 -0.08550668        NA       NA -0.2633303       NA       NA     -0.2518828
## 3 -3.51742818        NA       NA  0.7454019       NA       NA      1.2851870
## 4          NA        NA       NA -4.1962044       NA       NA     -1.6441631
## 5          NA -1.432562       NA         NA       NA       NA     -3.1431741
## 6          NA        NA       NA  0.3770016       NA       NA      1.6759372
##   wFC_per_c_sc.y wFS_per_c_sc.y wFO_per_c_sc.y wSI_per_c_sc.y wSL_per_c_sc.y
## 1     -0.3412852             NA             NA      2.8521026             NA
## 2             NA             NA             NA      0.0000000      5.1334020
## 3             NA             NA             NA     -0.5413566      2.8757847
## 4             NA             NA             NA      5.9281737      2.0604434
## 5             NA      0.1120503             NA    -12.3363682      0.8590675
## 6             NA             NA             NA             NA      2.1923918
##   wCU_per_c_sc.y wKC_per_c_sc.y wEP_per_c_sc.y wCH_per_c_sc.y wSC_per_c_sc.y
## 1     -1.7053106             NA             NA             NA             NA
## 2     -4.2753343             NA             NA      -2.025618             NA
## 3     -0.9716652             NA             NA       2.070561             NA
## 4             NA             NA             NA     -13.536143             NA
## 5             NA      -71.62811             NA             NA             NA
## 6             NA             NA             NA       4.712521             NA
##   wKN_per_c_sc.y OSwing_pct_sc.y ZSwing_pct_sc.y Swing_pct_sc.y
## 1             NA          0.2857          0.6977         0.4783
## 2             NA          0.2727          0.7647         0.5714
## 3             NA          0.2455          0.6519         0.4533
## 4             NA          0.3030          0.6798         0.4776
## 5             NA          0.3235          0.6932         0.4947
## 6             NA          0.2400          0.6316         0.4091
##   OContact_pct_sc.y ZContact_pct_sc.y Contact_pct_sc.y Zone_pct_sc.y botERA.y
## 1            0.7143            0.9667           0.8864        0.4674 4.868690
## 2            0.0000            0.8462           0.6875        0.6071 3.618240
## 3            0.6311            0.8496           0.7918        0.5113 4.762482
## 4            0.4938            0.8935           0.7574        0.4634 5.471674
## 5            0.6364            0.9344           0.8298        0.4632 5.065226
## 6            0.1667            0.9167           0.6667        0.4318 7.029020
##   botOvr_CH.y botStf_CH.y botCmd_CH.y botOvr_CU.y botStf_CU.y botCmd_CU.y
## 1          NA          NA          NA    37.52955    52.41804    28.79293
## 2    47.81874    53.05141    37.92299    62.09333    31.20845    69.99561
## 3    35.74058    35.52300    43.49124    59.46371    55.32049    59.10172
## 4    48.14961    32.33592    54.16078          NA          NA          NA
## 5          NA          NA          NA          NA          NA          NA
## 6    20.00000    35.26765    20.00000          NA          NA          NA
##   botOvr_FA.y botStf_FA.y botCmd_FA.y botOvr_SI.y botStf_SI.y botCmd_SI.y
## 1    80.00000    28.13440    80.00000    44.47441    32.16052    57.73453
## 2    80.00000    38.51428    80.00000    80.00000    25.64894    80.00000
## 3    42.19527    42.90538    48.26328    40.40730    36.91500    44.87278
## 4    35.53020    34.63485    42.18420    80.00000    44.50313    80.00000
## 5    49.73981    33.25622    62.10012    37.97183    38.06310    37.72555
## 6    40.65599    23.55976    58.88263          NA          NA          NA
##   botOvr_SL.y botStf_SL.y botCmd_SL.y botOvr_KC.y botStf_KC.y botCmd_KC.y
## 1          NA          NA          NA          NA          NA          NA
## 2    20.00000    23.11389    29.84702          NA          NA          NA
## 3    52.03970    40.44861    58.76666          NA          NA          NA
## 4    44.95309    41.65564    49.73456          NA          NA          NA
## 5    45.27320    36.09439    47.04335          80    28.36541          80
## 6    26.33736    52.85040    27.73576          NA          NA          NA
##   botOvr_FC.y botStf_FC.y botCmd_FC.y botOvr_FS.y botStf_FS.y botCmd_FS.y
## 1    44.55669    51.76028    29.30365          NA          NA          NA
## 2          NA          NA          NA          NA          NA          NA
## 3          NA          NA          NA          NA          NA          NA
## 4          NA          NA          NA          NA          NA          NA
## 5          NA          NA          NA    48.46485    41.10974    52.34134
## 6          NA          NA          NA          NA          NA          NA
##   botOvr.y botStf.y botCmd.y botxRV100.y Stf_plus_CH.y Loc_plus_CH.y
## 1 46.47104 42.10634 42.21122   0.4031133            NA            NA
## 2 59.45348 42.84874 62.58997  -0.4305200     165.50000      87.80000
## 3 47.57372 41.51673 52.16182   0.3323062      79.19722      98.29444
## 4 40.21069 37.40634 47.92979   0.8051008      57.21290      88.27742
## 5 44.43054 39.42815 47.62496   0.5341372            NA            NA
## 6 24.04183 31.98343 38.87843   1.8433300      63.80000      85.00000
##   Pit_plus_CH.y Stf_plus_CU.y Loc_plus_CU.y Pit_plus_CU.y Stf_plus_FA.y
## 1            NA      98.68000       80.5200      83.89333      76.93333
## 2      96.20000      65.30000      111.9000     114.50000      73.10000
## 3      94.85000      99.07376      104.0265     105.85580      69.43061
## 4      62.27097            NA            NA            NA      67.54106
## 5            NA            NA            NA            NA      78.60833
## 6      88.30000            NA            NA            NA      61.70000
##   Loc_plus_FA.y Pit_plus_FA.y Stf_plus_SI.y Loc_plus_SI.y Pit_plus_SI.y
## 1     118.76667     117.13333      66.08125      90.26875      87.01875
## 2     124.40000     118.80000      90.20000     167.10000     160.00000
## 3      91.47347      87.27959      83.75423      95.92257      86.12038
## 4      95.27018      88.34794            NA            NA            NA
## 5     102.83750      97.76458      78.80345      94.07241      83.27241
## 6      98.80000      78.50000            NA            NA            NA
##   Stf_plus_SL.y Loc_plus_SL.y Pit_plus_SL.y Stf_plus_KC.y Loc_plus_KC.y
## 1            NA            NA            NA            NA            NA
## 2      112.3000      86.70000       93.5000            NA            NA
## 3      120.4772      97.43861      107.1005            NA            NA
## 4      102.4031      98.58159      102.9099            NA            NA
## 5       88.4000      97.54194      106.5129            65           160
## 6      127.4000      99.20000      106.0000            NA            NA
##   Pit_plus_KC.y Stf_plus_FC.y Loc_plus_FC.y Pit_plus_FC.y Stf_plus_FS.y
## 1            NA      100.9923      101.0769         103.1            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5          98.1            NA            NA            NA      86.97375
## 6            NA            NA            NA            NA            NA
##   Loc_plus_FS.y Pit_plus_FS.y Stf_plus_FO.y Loc_plus_FO.y Pit_plus_FO.y
## 1            NA            NA            NA            NA            NA
## 2            NA            NA            NA            NA            NA
## 3            NA            NA            NA            NA            NA
## 4            NA            NA            NA            NA            NA
## 5      95.00625         99.42            NA            NA            NA
## 6            NA            NA            NA            NA            NA
##   Stuff_plus.y Location_plus.y Pitching_plus.y totalTBF SPweightTBF RPweightTBF
## 1     86.28556        94.88444        95.11222       33  0.21212121  0.78787879
## 2    121.65357       102.65357       105.85714      697  0.98708752  0.01291248
## 3     95.02460        98.75692        97.76611      269  0.05947955  0.94052045
## 4     85.46143        96.69673        95.14653      277  0.09025271  0.90974729
## 5     83.61474        97.94000        97.68053      284  0.82394366  0.17605634
## 6     80.00000        96.40000        87.78182      458  0.97379913  0.02620087
# Perform an anti-join to find starting pitchers not in relief pitchers data

sp_not_in_rp <- anti_join(sp_fangraphs, rp_fangraphs, by = c("Season", "MLBAMID"))

# Perform an anti-join to find relief pitchers not in starting pitchers data

rp_not_in_sp <- anti_join(rp_fangraphs, sp_fangraphs, by = c("Season", "MLBAMID"))

# Combine the two sets of unique rows into one data frame

combined_not_in_both <- bind_rows(sp_not_in_rp, rp_not_in_sp)
library(dplyr)
library(stringr)


# Create a new dataset by applying weights to columns ending with .x and .y


new_dataset <- joined_data1 %>% # 3. Start a chain operation on joined_data1
  mutate(across(ends_with(".x"), ~ . * SPweightTBF, .names = "weighted_{.col}")) %>% #  Multiply all .x columns by SPweightTBF and prefix new column names with "weighted_"
  
  
  mutate(across(ends_with(".y"), ~ . * RPweightTBF, .names = "weighted_{.col}")) #  Multiply all .y columns by RPweightTBF and prefix new column names with "weighted_"

# Identify columns that end with .x and are prefixed with "weighted_" for further processing

x_cols <- names(new_dataset)[str_detect(names(new_dataset), "^weighted_.*\\.x$")] #  Detect and store names of weighted .x columns

y_cols <- str_replace(x_cols, "\\.x$", ".y") # Replace .x in column names with .y to match corresponding columns

# Check if all corresponding .y columns exist in the dataset

if(!all(y_cols %in% names(new_dataset))) { 
  stop("Some .y columns are missing.") 
}

# Loop through each pair of .x and .y columns to create new columns by adding them together

for(i in seq_along(x_cols)) { # Iterate over all .x column names
  
  new_col_name <- str_replace(x_cols[i], "weighted_", "") # Remove "weighted_" prefix from the column name
  
  new_col_name <- str_replace(new_col_name, "\\.x$", "") # Remove ".x" suffix from the column name
  
  new_dataset[[new_col_name]] <- new_dataset[[x_cols[i]]] + new_dataset[[y_cols[i]]] #  Create a new column by summing the .x and .y columns
}
final_dataset <- new_dataset[1042:1300] #Subset `new_dataset` to include only columns 1042 to 1300 and assign to `final_dataset`

joined_data2 <- joined_data %>% 
  select(10:47,316:353) #  Select columns 10 to 47 and 316 to 353 which are just the sum statistics from `joined_data` and assign to `joined_data2`
  
# Identify columns that end with .x and .y
x_cols <- names(joined_data2)[str_detect(names(joined_data2), "\\.x$")] #Detect and store names of columns ending with .x in `joined_data2`

y_cols <- str_replace(x_cols, "\\.x$", ".y") # Replace .x in column names with .y to match corresponding columns

# Check if all y_cols exist
if(!all(y_cols %in% names(joined_data2))) { 
  stop("Some .y columns are missing.") 
}

#create new columns
for(i in seq_along(x_cols)) { # Iterate over all .x column names
  new_col_name <- str_replace(x_cols[i], "\\.x$", "") # Remove ".x" suffix from the column name to create a new column name
  
  joined_data2[[new_col_name]] <- joined_data2[[x_cols[i]]] + joined_data2[[y_cols[i]]] # Sum the corresponding .x and .y columns and assign to a new column in `joined_data2`
}

joined_data2 <- joined_data2 %>% 
  select(77:114) # Select columns 77 to 114 from the modified `joined_data2`

head(joined_data2) # 13. Display the first few rows of the modified `joined_data2`
##    G GS    IP TBF  W L CG ShO SV BS HLD SD MD Pulls       ERA  R ER   H HR  SO
## 1  4  1   8.0  33  0 0  0   0  0  0   0  1  0     4  0.000000  0  0   4  0   6
## 2 30 29 170.3 697 11 6  1   0  0  0   1  1  0    29 11.822984 82 79 164 30 120
## 3 46  1  64.1 269  3 2  0   0  0  2  17 22  6    43  8.825969 32 31  53  8  47
## 4 38  2  65.1 277  2 2  0   0  0  0   0  4  4    19 10.550564 35 34  65  9  52
## 5 16 11  59.4 284  3 8  0   0  0  0   0  1  2    12 19.386334 56 54  73 15  40
## 6 22 21 109.1 458  9 8  0   0  0  0   0  1  0    22  3.724150 49 44 114 17  88
##   BB IBB HBP WP BK Events  GB  LD  FB IFFB BU IFH BUH Balls Strikes Pitches  RS
## 1  3   0   1  1  0     23  10   5   6    1  1   0   0    38      71     109   4
## 2 36   0   2  3  0    539 237 125 172   15  5   8   1   939    1638    2577 104
## 3 28   0   0  1  0    194  88  42  61    5  2  12   0   411     659    1070  31
## 4 22   1   2  7  2    201  71  46  82    4  2   7   0   391     672    1063  32
## 5 27   1   3  1  0    214  94  43  72    8  4   3   0   381     683    1064  37
## 6 21   1   2  1  0    347 136  76 130    8  5  11   1   528    1179    1707  64
##    RS_per_9
## 1  6.000000
## 2 13.156974
## 3  8.825969
## 4 10.247193
## 5 10.339378
## 6  8.332305
joined_data3 <- joined_data %>% 
  select(1:9) %>% #  Select the first 9 columns of `joined_data`
  rename(PlayerId = PlayerId.x, 
         Name = Name.x,
         NameASCII = NameASCII.x, 
         Throws = Throws.x, 
         Age = Age.x, 
         Team = Team.x, 
         Role = Role.x) 
combined_dataset <- bind_cols(joined_data2, final_dataset) # 1. Combine `joined_data2` and `final_dataset` side by side into a new dataframe `combined_dataset`

final_combined_dataset <- bind_cols(joined_data3, joined_data2, final_dataset) # 2. Combine `joined_data3`, `joined_data2`, and `final_dataset` side by side into another new dataframe `final_combined_dataset`

combined_not_in_both <- combined_not_in_both %>% 
  select(-c(136,139)) #Remove columns 136 and 139 from `combined_not_in_both`
#bind the rows on top of each other for the two datasets because they have the same column names
total_combined_dataset <- bind_rows(final_combined_dataset, combined_not_in_both)
write.csv(total_combined_dataset, 'fangraphs_cleaned.csv')

Step 2: Classify pitchers by roles

Roles:

  • Innings
    • opener/starter
    • Middle
    • Late
    • Closer
  • Length
    • Start
    • Long
    • 1 inning/minimum
  • Leverage
    • High
    • None
    • Low
  • Matchup
    • R/L split
    • Best hitters
# Load data and libraries
#library(tidyverse)
statcast <- read_csv('savant_pitch_level.csv')
## Rows: 2136337 Columns: 91
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr  (17): pitch_type, player_name, events, description, des, game_type, sta...
## dbl  (72): release_speed, release_pos_x, release_pos_z, batter, pitcher, zon...
## lgl   (1): sv_id
## date  (1): game_date
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
fangraphs_table <- read.csv('fangraphs_cleaned.csv')

Innings

  • Opener / starter

    • 75% of appearances begin in the 1st inning

  • Middle

    • 75% of appearances begin in the 2nd-6th innings

  • Late

    • 75% of appearances begin in the 7th-9th innings

  • Closer

    • 90% of appearances begin in the 9th inning

#create a dataframe called inning_roles

innings_roles <- data.frame()

# Extract unique combinations of pitchers and game years from the statcast dataset

pitchers_df <- unique(statcast[c('pitcher', 'game_year')])

# Loop through each row in the pitcher_df dataframe

for(row in 1:nrow(pitchers_df)){

# Extract pitcher names and game year for each row  
  
pitcher_name <- pitchers_df$pitcher[row]
game_year <- pitchers_df$game_year[row]

# Filter the statcast dataset for entries matching the current pitcher and year
  
player_data <- filter(statcast, pitcher == pitcher_name, game_year == game_year)

# Calculate the first inning pitched in each game and classify innings

table <- player_data %>%
  group_by(game_pk) %>%
  summarize(inning = min(inning)) %>%
  group_by(inning) %>%
  summarize(apps = n(),
            total = nrow(.),
            percentage = n() / nrow(.))

# Assign roles based on the inning number

table <- table %>%
  mutate(class = case_when(inning == 1 ~ 'start',
                                  inning >= 2 &
                                    inning <= 7 ~ 'middle',
                                  inning >= 8  ~ 'late'))

# Aggregate percentages by class to determine the pitcher's role

classes <- table %>%
  group_by(class) %>%
  summarize(percentage = sum(percentage))

# Calculate the percentage for each role, defaulting to 0 if not present

  start_percentage <- ifelse('start' %in% classes$class, classes$percentage[classes$class == 'start'], 0)
  middle_percentage <- ifelse('middle' %in% classes$class, classes$percentage[classes$class == 'middle'], 0)
  late_percentage <- ifelse('late' %in% classes$class, classes$percentage[classes$class == 'late'], 0)
  close_percentage <- ifelse('close' %in% classes$class, classes$percentage[classes$class == 'close'], 0)

# Determine the pitcher's role based on the highest percentage among start, middle, and late
  
new_row <- data.frame(pitcher = pitcher_name,
                      year = game_year,
                          role = if_else(start_percentage > 0.70, 'start',
                                  if_else(middle_percentage > 0.70, 'middle',
                                   if_else(late_percentage > 0.70, 'late', 'none'))))

# Add the new row to the innings_roles dataframe

innings_roles <- rbind(innings_roles, new_row)
}

Length

  • Short

    • 1-25 pitches
  • Medium

    • 26-40
  • Long

    • 40 pitches

# Initalize an empty dataframe for pitching length

length_roles <- data.frame()

# Extract unique combinations of pitchers and game years from the statcast dataset

pitchers_df <- unique(statcast[c('pitcher', 'game_year')])

# Loop through each row in the pitchers_df dataframe

for(row in 1:nrow(pitchers_df)){
  
# Extract the pitcher's name and game year from each row

pitcher_name <- pitchers_df$pitcher[row]
game_year <- pitchers_df$game_year[row]
  
# Filter the statcast dataset for records matching the current pitcher and year

player_data <- filter(statcast, pitcher == pitcher_name, game_year == game_year)

# Calculate the length of appearance in each game and group by length

table <- player_data %>%
  group_by(game_pk) %>%
  summarize(length = n()) %>%
  group_by(length) %>%
  summarize(total = nrow(.),
            percentage = n() / nrow(.))

# Classify the length of appearances into short, medium, or long

table <- table %>%
  mutate(class = case_when(length <= 25 ~ 'short',
                                  length > 25 &
                                    length <= 40 ~ 'medium',
                                  length > 40  ~ 'long'))

# Aggregate percentages by class to determine the pitcher's length role

classes <- table %>%
  group_by(class) %>%
  summarize(percentage = sum(percentage))

# Calculate the percentage for each length role, defaulting to 0 if not present

  short_percentage <- ifelse('short' %in% classes$class, classes$percentage[classes$class == 'short'], 0)
  medium_percentage <- ifelse('medium' %in% classes$class, classes$percentage[classes$class == 'medium'], 0)
  long_percentage <- ifelse('long' %in% classes$class, classes$percentage[classes$class == 'long'], 0)

# Determine the pitcher's length role based on the highest percentage  
  
new_row <- data.frame(pitcher = pitcher_name,
                      year = game_year,
                          role = if_else(short_percentage > 0.60, 'short',
                                  if_else(medium_percentage > 0.60, 'medium',
                                   if_else(long_percentage > 0.60, 'long', 'none'))))

# Append the new row to the length_roles dataframe

length_roles <- rbind(length_roles, new_row)
}

# Update length_roles dataframe based on specific conditions and join with innings_roles

length_roles <- innings_roles %>%
  left_join(length_roles, by = c('pitcher', 'year')) %>%
  filter(role.x != 'start') %>%
  select(-role.x) %>%
  rename(role = role.y)

Leverage

  • High

    • gmLI > 1.1704 (Q3)
  • None

    • 1.1704 < gmLI < 0.8788
  • Low

    • gmLI < 0.8788
#Select relevant columns from fangraphs_table

leverage_table <- fangraphs_table %>%
  select(MLBAMID, NameASCII, Season, gmLI, IP)

# Calculate and display a summary of the gmLI values for pitchers with more than 25 IP

summary(filter(leverage_table, IP > 25)$gmLI)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1575  0.8572  0.8788  1.0119  1.1704  2.1403
# Categorize pitchers into leverage roles based on their gmLI and rename columns for clarity

leverage_roles <- leverage_table %>%
  mutate(role = case_when(gmLI > 1.1704 ~ 'high',
                          gmLI < 1.1704 & 
                            gmLI > 0.8788 ~ 'none',
                          gmLI < 0.8788 ~ 'low')) %>%
  rename(pitcher = MLBAMID,
         name = NameASCII,
         year = Season)

# Update leverage_roles with innings_roles, filter out 'start' roles, and adjust column naming

leverage_roles <- innings_roles %>%
  left_join(leverage_roles, by = c('pitcher', 'year')) %>%
  filter(role.x != 'start') %>%
  select(-role.x) %>%
  rename(role = role.y)

Matchups

  • RHH

    • 66% of batters faced are RHH

  • LHH

    • 50% of batters faced are LHH

# Initialize an empty dataframe to store matchup roles for pitchers

matchup_roles <- data.frame()

# Extract unique combinations of pitchers and game years from the statcast dataset

pitchers_df <- unique(statcast[c('pitcher', 'game_year')])

#Loop through each row in the pitcher_df dataframe

for(row in 1:nrow(pitchers_df)){

# Extract the pitcher's name and game year for the current row  
  
pitcher_name <- pitchers_df$pitcher[row]
game_year <- pitchers_df$game_year[row]

# Filter the statcast dataset for records matching the current pitcher and year
  
player_data <- filter(statcast, pitcher == pitcher_name, game_year == game_year)

# Group by game and at-bat number, then summarize the batter's side for each at-bat

table <- player_data %>%
  group_by(game_pk, at_bat_number) %>%
  summarize(batter_side = first(stand)) %>%
  mutate(R = if_else(batter_side == 'R', 1, 0),
         L = if_else(batter_side == 'L', 1, 0))
  
# Calculate the proportion of matchups against RHH and LHH

R <- sum(table$R) / nrow(table)
L <- sum(table$L) / nrow(table)
         

# Assign a role based on the proportion of RHH and LHH faced
         
new_row <- data.frame(pitcher = pitcher_name,
                      year = game_year,
                      role = case_when(R > 0.65 ~ 'RHH',
                                       L > 0.50 ~ 'LHH',
                                       TRUE ~ 'none'))

# Append the new row to the matchup_roles dataframe

matchup_roles <- rbind(matchup_roles, new_row)

}

#Update matchup_roles with innings_roles, filter out 'start' roles, and adjust column naming

matchup_roles <- innings_roles %>%
  left_join(matchup_roles, by = c('pitcher', 'year')) %>%
  filter(role.x != 'start') %>%
  select(-role.x) %>%
  rename(role = role.y)

Combine Roles

#Rename the role columns in the dataframe

matchup_roles <- rename(matchup_roles, matchup_role = role)
leverage_roles <- rename(leverage_roles, leverage_role = role)
length_roles <- rename(length_roles, length_role = role)
innings_roles <- rename(innings_roles, inning_role = role)

# Merge the roles dataframes on pitcher ID and year to create a comprehensive pitcher_roles dataframe

pitcher_roles <- innings_roles %>%
  left_join(matchup_roles, by = c('pitcher', 'year')) %>%
  left_join(leverage_roles, by = c('pitcher', 'year')) %>%
  left_join(length_roles, by = c('pitcher', 'year')) %>%
  select(pitcher, year, inning_role, length_role, matchup_role, leverage_role)
write.csv(pitcher_roles, 'pitcher_roles.csv')

Step 3

Outline relevant characteristics

  • Pitch arsenal

    • Usage
    • Movement / velo
    • VAA
    • HAA
    • Stuff
    • of plus stuff pitches

  • Performance metrics

    • xwOBA against (include Vs RHH/LHH)
    • BB%
    • K%
    • K/out
    • wFC_sc (wFC/C) etc.
# read in the data

fangraphs_table <- read.csv('fangraphs_cleaned.csv') %>%
  select(-X)

################################# Pitch Usages ################################

#Select the relevant columns for pitch usage

pitch_usage <- fangraphs_table %>%
  select(NameASCII,
MLBAMID, Throws, IP, Season, FA_pct,SL_pct,CT_pct,CB_pct,CH_pct,SF_pct,KN_pct,XX_pct) %>%
  rename(pitcher = MLBAMID,
         year = Season,
         name = NameASCII,
         throws = Throws)

####################### Movement / velo by pitch ##############################

#Select the relevant columns for pitch characteristics (velo and movement)

pitch_velo_movement<- fangraphs_table %>%
  select(MLBAMID, Season, vFA_sc, vFC_sc,vFS_sc, vFO_sc, vSI_sc,vSL_sc,vCU_sc,vKC_sc,vEP_sc,vCH_sc,vSC_sc,vKN_sc,FA_X_sc,FC_X_sc,FS_X_sc,FO_X_sc,SI_X_sc,SL_X_sc,CU_X_sc,KC_X_sc,EP_X_sc,CH_X_sc,SC_X_sc,KN_X_sc,FA_Z_sc,FC_Z_sc,FS_Z_sc,FO_Z_sc,SI_Z_sc,SL_Z_sc,CU_Z_sc,KC_Z_sc
,EP_Z_sc,CH_Z_sc,SC_Z_sc,KN_Z_sc) %>%
  rename(pitcher = MLBAMID,
         year = Season)

################################# VAA by pitch ################################

#Create the Vertical Approach Angle statistic for each pitch
statcast <- statcast %>%
    mutate(
    vy_f = -sqrt(vy0^2 - (2 * ay * (50 - (17/12)))),
    t = (vy_f - vy0) / ay,
    vz_f = vz0 + (az * t),
    VAA = -atan(vz_f / vy_f) * (180 / pi)
  )

# Group data by pitcher, game year, and pitch type, then calculate the mean VAA for each group
VAA_table <- statcast %>%
  group_by(pitcher, game_year, pitch_type) %>%
  summarise(mean_VAA = mean(VAA), .groups = 'drop') %>%  # Calculate mean VAA and drop grouping
  mutate(pitch_type = ifelse(is.na(pitch_type) | pitch_type == "", "NA", pitch_type)) %>%  # Handle missing or empty pitch types
  pivot_wider(id_cols = c("pitcher", "game_year"),  # Pivot the data to a wide format
              names_from = pitch_type,  # Use pitch type as column names
              names_prefix = "VAA_",  # Prefix for new columns to indicate they represent mean VAA values
              values_from = mean_VAA) %>%
  rename(year = game_year)  # Rename 'game_year' column to 'year'

################################# HAA by Pitch ################################

#Create the Horizontal Approach Angle statistic for each pitch
statcast <- statcast %>%
  mutate(
    vy_f = -sqrt(vy0^2 - (2 * ay * (50 - (17/12)))),
    t = (vy_f - vy0) / ay,
    vx_f = vx0 + (ax * t),
    HAA = -atan(vx_f / vy_f) * (180 / pi)
  )

# Group data by pitcher, game year, and pitch type, then calculate the mean HAA for each group
HAA_table <- statcast %>%
  group_by(pitcher, game_year, pitch_type) %>%
  summarise(mean_HAA = mean(HAA), .groups = 'drop') %>%  # Calculate mean HAA and drop grouping
  # Handle missing or empty values for pitch_type by assigning them a category "NA"
  mutate(pitch_type = ifelse(is.na(pitch_type) | pitch_type == "", "NA", pitch_type)) %>%
  # Pivot the data to a wide format, making each pitch type's mean HAA a separate column
  pivot_wider(id_cols = c("pitcher", "game_year"), 
              names_from = pitch_type, 
              names_prefix = "HAA_",  # Prefix for new columns to indicate they represent mean HAA values
              values_from = mean_HAA) %>%
  rename(year = game_year)  # Rename 'game_year' column to 'year'

################################# Stuff+ by pitch #############################

#select the relevant columns for stuff+
stuff_table <- fangraphs_table %>%
  select( c(2,4,6,277:306))

# Further select the relevant columns for stuff+

overall_grades <- stuff_table %>% 
  select(MLBAMID, Season,Pit_plus_CH, Pit_plus_CU, Pit_plus_FA, Pit_plus_SI, Pit_plus_SL, Pit_plus_KC, Pit_plus_FC, Pit_plus_FS, Pit_plus_FO, Pitching_plus) %>%
    rename(pitcher = MLBAMID,
         year = Season)

####################### Number of Plus Stuff Pitches ##########################

#remove the MLBAMID and Season column to apply the function below to this new dataframe
overall_grades_1 <- stuff_table %>% 
  select(Pit_plus_CH, Pit_plus_CU, Pit_plus_FA, Pit_plus_SI, Pit_plus_SL, Pit_plus_KC, Pit_plus_FC, Pit_plus_FS, Pit_plus_FO) 
# Define a function to count the number of pitches with values over 100 for each row

number_of_stuff_pitches <- function(row) {
  count_over_100 <- sum(row > 100, na.rm = T) # Count values over 100, ignore NA values
  
  return(count_over_100)
}

#Apply the function across rows of overall_grades_1 to calculate the number of "stuff" pitches

  overall_grades$NumberofStuffPitches <- apply(overall_grades_1 ,1, number_of_stuff_pitches)

# Select relevant columns from overall_grades, focusing on pitcher, year, and the calculated number of "stuff" pitches  
    
plus_stuff <- overall_grades %>%
  select(pitcher, year, NumberofStuffPitches) %>%
  rename(plus_stuff_pitches = NumberofStuffPitches)

############ xwOBA - against Also vs RHH and vs LHH ##########################

# estimated_woba_using_speedangle
# woba_denom

# Calculate overall xwOBA for each pitcher and game year, using estimated wOBA where actual wOBA is missing

woba_table <- statcast %>%
  group_by(pitcher, game_year) %>%
  mutate(estimated_woba_using_speedangle = if_else(is.na(estimated_woba_using_speedangle), woba_value, estimated_woba_using_speedangle)) %>%
  summarize(xwoba = sum(estimated_woba_using_speedangle, na.rm = T) /
            sum(woba_denom, na.rm = T))
## `summarise()` has grouped output by 'pitcher'. You can override using the
## `.groups` argument.
# Calculate xwOBA specifically against left-handed batters

woba_table_L <- statcast %>%
  filter(stand == 'L') %>%
  group_by(pitcher, game_year) %>%
  mutate(estimated_woba_using_speedangle = if_else(is.na(estimated_woba_using_speedangle), woba_value, estimated_woba_using_speedangle)) %>%
  summarize(xwoba_l = sum(estimated_woba_using_speedangle, na.rm = TRUE) /
            sum(woba_denom, na.rm = TRUE)) %>%
  mutate(xwoba_l = ifelse(is.infinite(xwoba_l), NA_real_, xwoba_l))
## `summarise()` has grouped output by 'pitcher'. You can override using the
## `.groups` argument.
summary(woba_table_L$xwoba_l)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max.    NA's 
##  0.0000  0.2805  0.3210  0.3341  0.3687  1.7420       1
# Calculate xwOBA specifically against right-handed batters

woba_table_R <- statcast %>%
  filter(stand == 'R') %>%
  mutate(estimated_woba_using_speedangle = if_else(is.na(estimated_woba_using_speedangle), woba_value, estimated_woba_using_speedangle)) %>%
  group_by(pitcher, game_year) %>%
  summarize(xwoba_r = sum(estimated_woba_using_speedangle, na.rm = T) /
            sum(woba_denom, na.rm = T)) %>%
  mutate(xwoba_r = ifelse(is.infinite(xwoba_r), NA_real_, xwoba_r))
## `summarise()` has grouped output by 'pitcher'. You can override using the
## `.groups` argument.
summary(woba_table_R$xwoba_r)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.2839  0.3202  0.3303  0.3577  2.1530
# Merge the overall, left-handed, and right-handed xwOBA values into a single dataframe and rename columns

woba_values <- woba_table %>%
  left_join(woba_table_R, by = c('pitcher', 'game_year')) %>%
  left_join(woba_table_L, by = c('pitcher', 'game_year')) %>%
  rename(year = game_year)

################################# BB% and K% ##################################

#select the relevant columns for K-percentage and walk percentage
bb_k_rates <- fangraphs_table %>%
  select(MLBAMID, Season, K_pct,BB_pct ) %>%
  rename(pitcher = MLBAMID,
         year = Season)

########################### K / out ##########################################

# Select relevant columns from the fangraphs_table and calculate strikeouts per out
strikeouts_per_out <- fangraphs_table %>%
  select(K_per_9, Season, MLBAMID, NameASCII) %>%
  mutate(KsperOut = K_per_9 / 27) %>% #Calculate strikeouts per out
  rename(pitcher = MLBAMID,
         year = Season)

################################# Pitch Run Value #############################

# Select the relevant pitch run value columns

pitch_run_value <- fangraphs_table %>%
  select(MLBAMID, Season, wFB_per_c, wSL_per_c, wCT_per_c, wCB_per_c, wCH_per_c, wSF_per_c, wKN_per_c, FA_pct_sc) %>%
  rename(pitcher = MLBAMID,
         year = Season)

################################# Fastball Endurance ##############################

fastball_statcast <- statcast %>% 
  filter(pitch_type == "FF") %>% # 2. Filter rows where `pitch_type` is "FF" (Four-Seam Fastball)
  arrange(game_pk, pitcher, pitch_number_appearance) #  Arrange the filtered data by `game_pk`, `pitcher`, and `pitch_number_appearance` in ascending order

library(zoo) 
## 
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
## 
##     as.Date, as.Date.numeric
fastball_statcast <- fastball_statcast %>% 
  group_by(game_year, game_pk, pitcher) %>% #Group the data by `game_year`, `game_pk`, and `pitcher`
  mutate(rolling_avg_velocity = rollapply(release_speed, width = 3, FUN = mean, fill = NA, align = 'right', partial = TRUE)) # Calculate a rolling average of `release_speed` with a window of 3, filling missing values with NA, aligning the window to the right, and allowing partial windows



summary(fastball_statcast$release_speed)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max.    NA's 
##   59.20   92.40   94.00   93.94   95.60  104.80      20
# Assuming 'fastballs' dataframe is already filtered for fastballs and arranged by pitcherid, game_pk, and pitch_order

fastballs_with_threshold <- fastball_statcast %>%
  group_by(game_year, game_pk, pitcher) %>%
  # Calculate the row number within each game_pk and pitcher group
  mutate(pitch_number_within_game = row_number()) %>%
  # Add a new column with the rolling average velocity for the third pitch
  # or use rolling_avg_velocity if there are fewer than three pitches
  mutate(first_pitch_velocity = ifelse(pitch_number_within_game == 3, rolling_avg_velocity, 
                                       ifelse(pitch_number_within_game < 3, rolling_avg_velocity, NA_real_))) %>%
  # Fill NA values with the value from the third pitch or the last available pitch for each group
  fill(first_pitch_velocity, .direction = "downup") %>%
  ungroup()



# Calculate the number of pitches until the pitcher matches or exceeds their first pitch velocity
fastballs_matched_threshold <- fastballs_with_threshold %>%
  group_by(game_year, game_pk, pitcher ) %>%
  mutate(matched_first_velocity = rolling_avg_velocity <= first_pitch_velocity - 1.5,
         pitch_count_to_match = cumsum(matched_first_velocity)) %>%
  filter(matched_first_velocity) %>%
  mutate(first_match_pitch = rank(pitch_number_appearance) == 1) %>%
  filter(first_match_pitch) %>%
  ungroup() %>%
  select(game_year, game_pk,pitcher, pitch_number_appearance, rolling_avg_velocity, first_pitch_velocity, pitch_count_to_match)

# This gives you a dataframe with each pitcher's first pitch that matches or exceeds their first pitch velocity in each game

fastball_endurance <- fastballs_matched_threshold %>%
  group_by(game_year, pitcher) %>%
  summarise(avg_pitch_number_endurance = mean(pitch_number_appearance),
            avg_rolling_avg_velocity = mean(rolling_avg_velocity),
            avg_first_pitch_velocity = mean(first_pitch_velocity)) %>%
  rename(year = game_year)
## `summarise()` has grouped output by 'game_year'. You can override using the
## `.groups` argument.

################################# xwoba By Times Faced ##############################

# Calculate opposing team's xwoba for each pitcher in each game by times through the order
xwoba_by_order <- statcast %>%
  group_by(game_year, game_pk, pitcher, times_faced) %>%
  mutate(estimated_woba_using_speedangle = if_else(is.na(estimated_woba_using_speedangle), woba_value, estimated_woba_using_speedangle)) %>% 
  summarize(xwoba = sum(estimated_woba_using_speedangle, na.rm = T) /
            sum(woba_denom, na.rm = T)) %>%
  ungroup()
## `summarise()` has grouped output by 'game_year', 'game_pk', 'pitcher'. You can
## override using the `.groups` argument.
xwoba_by_order_wide <- statcast %>%
  group_by(game_year, game_pk, pitcher, times_faced) %>%
  summarize(
    xwoba = sum(if_else(is.na(estimated_woba_using_speedangle), woba_value, estimated_woba_using_speedangle), na.rm = TRUE) /
             sum(woba_denom, na.rm = TRUE),
    .groups = 'drop'
  ) %>%
  # Transform the dataset from long to wide
  pivot_wider(
    names_from = times_faced,
    names_prefix = "xwoba_times_faced_",
    values_from = xwoba
  )



xwoba_by_order_summary <- xwoba_by_order_wide %>%
  group_by(game_year, pitcher) %>%
  summarise(xwoba_times_faced_1 = mean(xwoba_times_faced_1, na.rm = TRUE),
            xwoba_times_faced_2 = mean(xwoba_times_faced_2, na.rm = TRUE),
            xwoba_times_faced_3 = mean(xwoba_times_faced_3, na.rm = TRUE),
            xwoba_times_faced_4 = mean(xwoba_times_faced_4, na.rm = TRUE),
            xwoba_times_faced_5 = mean(xwoba_times_faced_5, na.rm = TRUE))
## `summarise()` has grouped output by 'game_year'. You can override using the
## `.groups` argument.
#Calculate differential statistics for xwoba for times faced

xwoba_by_order_summary <- xwoba_by_order_summary %>%
  mutate(xwoba_faced_diff_1_2 = xwoba_times_faced_2 - xwoba_times_faced_1,
         xwoba_faced_diff_2_3 = xwoba_times_faced_3 - xwoba_times_faced_2) %>%
  rename(year = game_year)

#replace INF and -INF values with NA

xwoba_by_order_summary <- xwoba_by_order_summary %>%
  mutate(xwoba_faced_diff_1_2 = ifelse(xwoba_faced_diff_1_2 == Inf | xwoba_faced_diff_1_2 == -Inf, NA, xwoba_faced_diff_1_2))

################################# Pitch Type Percentage by Times Faced ##############################

# Calculate the pitch type percentages
pitch_type_percentages_wide <- statcast %>%
  group_by(game_year, game_pk, pitcher, times_faced, pitch_type) %>%
  summarize(pitch_count = n(), .groups = 'drop') %>%
  group_by(game_year, game_pk, pitcher, times_faced) %>%
  mutate(total_pitches = sum(pitch_count)) %>%
  ungroup() %>%
  mutate(pitch_type_percentage = pitch_count / total_pitches)

pitch_type_percentages_wide1 <- pitch_type_percentages_wide %>%
  # Transform the dataset from long to wide for each times_faced and pitch_type
  pivot_wider(
    id_cols = c(game_year, game_pk, pitcher),
    names_from = c(times_faced, pitch_type),
    names_prefix = "pitch_type_percentage_",
    values_from = pitch_type_percentage,
    values_fill = list(pitch_type_percentage = 0)  # Fill missing values with 0
  )

# Summarize the pitch type percentages by mean for each times faced across all games
pitch_type_percentages_summary <- pitch_type_percentages_wide1 %>%
  group_by(game_year, pitcher) %>%
  summarize(across(starts_with("pitch_type_percentage_"), mean, na.rm = TRUE))
## Warning: There was 1 warning in `summarize()`.
## ℹ In argument: `across(starts_with("pitch_type_percentage_"), mean, na.rm =
##   TRUE)`.
## ℹ In group 1: `game_year = 2021`, `pitcher = 424144`.
## Caused by warning:
## ! The `...` argument of `across()` is deprecated as of dplyr 1.1.0.
## Supply arguments directly to `.fns` through an anonymous function instead.
## 
##   # Previously
##   across(a:b, mean, na.rm = TRUE)
## 
##   # Now
##   across(a:b, \(x) mean(x, na.rm = TRUE))
## `summarise()` has grouped output by 'game_year'. You can override using the
## `.groups` argument.
#calculate differential statistcs for each pitch type for times_faced 1 and 2

pitch_type_percentages_summary2 <- pitch_type_percentages_summary %>%
  mutate(across(
    .cols = matches("percentage_2"),
    .fns = ~ . - get(str_replace(cur_column(), "2", "1")),
    .names = "diff_{str_replace(.col, 'percentage_2', 'percentage_1_2_diff')}"
  ))

#calculate differential statistcs for each pitch type for times_faced 2 and 3

pitch_type_percentages_summary2 <- pitch_type_percentages_summary2 %>%
  mutate(across(
    .cols = matches("percentage_3"),
    .fns = ~ . - get(str_replace(cur_column(), "3", "2")),
    .names = "diff_{str_replace(.col, 'percentage_3', 'percentage_2_3_diff')}"
  )) %>%
  rename(year = game_year)
#replace INF and -INF values with NA

pitch_type_percentages_summary2 <- pitch_type_percentages_summary2 %>%
  mutate(across(
    .cols = matches("diff_"),
    .fns = ~ ifelse(is.infinite(.), NA_real_, .)
  ))

################################# Combine Tables ##############################

#combine all the tables 

pitcher_characteristics_metrics <- pitch_usage %>%
  left_join(pitch_velo_movement, by = c('pitcher', 'year')) %>%
  left_join(VAA_table, by = c('pitcher', 'year')) %>%
  left_join(HAA_table, by = c('pitcher', 'year')) %>%
  left_join(overall_grades, by = c('pitcher', 'year')) %>%
  left_join(plus_stuff, by = c('pitcher', 'year')) %>%
  left_join(woba_values, by = c('pitcher', 'year')) %>%
  left_join(bb_k_rates, by = c('pitcher', 'year')) %>%
  left_join(strikeouts_per_out, by = c('pitcher', 'year')) %>%
  left_join(pitch_run_value, by = c('pitcher', 'year')) %>%
  left_join(pitch_type_percentages_summary2, by = c('pitcher', 'year')) %>%
  left_join(xwoba_by_order_summary, by = c('pitcher', 'year')) %>%
  left_join(fastball_endurance, by = c('pitcher', 'year'))
pitcher_roles <- read.csv("pitcher_roles.csv")
pitcher_characteristics_metrics <- pitcher_characteristics_metrics %>%
  left_join(pitcher_roles, by = c('pitcher','year'))
write.csv(pitcher_characteristics_metrics, "full_table.csv")

Step 4

Identify Usage Outliers and Alternative Matches

library(tidyverse)
library(glue)

full_table <- read.csv('full_table.csv') %>%
  select(-X.1)

Loop Clustering

#create intial groups of variables

fb_shape <- c('FA_X_sc', 'FA_Z_sc', 'vFA_sc')
sl_shape <- c('SL_X_sc', 'SL_Z_sc', 'vSL_sc')
fc_shape <- c('FC_X_sc', 'FC_Z_sc', 'vFC_sc')
cu_shape <- c('CU_X_sc', 'CU_Z_sc', 'vCU_sc')
kc_shape <- c('KC_X_sc', 'KC_Z_sc', 'vKC_sc')
ch_shape <- c('CH_X_sc', 'CH_Z_sc', 'vCH_sc')
sc_shape <- c('SC_X_sc', 'SC_Z_sc', 'vSC_sc')
fo_shape <- c('FO_X_sc', 'FO_Z_sc', 'vFO_sc')
si_shape <- c('SI_X_sc', 'SI_Z_sc', 'vSI_sc')
fs_shape <- c('FS_X_sc', 'FS_Z_sc', 'vFS_sc')

fb_usage <- 'FA_pct'
sl_usage <- 'SL_pct'
ct_usage <- 'CT_pct'
cb_usage <- 'CB_pct'
ch_usage <- 'CH_pct'
sf_usage <- 'SF_pct'

fb_stuff <- 'Pit_plus_FA'
sl_stuff <- 'Pit_plus_SL'
cb_stuff <- 'Pit_plus_CU'
ch_stuff <- 'Pit_plus_CH'
kc_stuff <-  'Pit_plus_KC'
si_stuff <- 'Pit_plus_SI'
fc_stuff <- 'Pit_plus_FC'
fs_stuff <- 'Pit_plus_FS'
fo_stuff <- 'Pit_plus_FO'

fb_VAA <- 'VAA_FF'
sl_VAA <- 'VAA_SL'
CB_VAA <- 'VAA_CU'
CH_VAA <- 'VAA_CH'
KC_VAA <- 'VAA_KC'
SI_VAA <- 'VAA_SI'
FC_VAA <- 'VAA_FC'
FS_VAA <- 'VAA_FS'
FO_VAA <- 'VAA_FO'

fb_HAA <- 'HAA_FF'
sl_HAA <- 'HAA_SL'
CB_HAA <- 'HAA_CU'
CH_HAA <- 'HAA_CH'
KC_HAA <- 'HAA_KC'
SI_HAA <- 'HAA_SI'
FC_HAA <- 'HAA_FC'
FS_HAA <- 'HAA_FS'
FO_HAA <- 'HAA_FO'



number_of_Stuff <- 'NumberofStuffPitches'
pitching_plus <- 'Pitching_plus'  

fb_per_c <- "wFB_per_c"
sl_per_c <- "wSL_per_c"
ct_per_c <- "wCT_per_c"
cb_per_c <- "wCB_per_c"
ch_per_c <- "wCH_per_c"

xwoba <- 'xwoba'
xwoba_L <- 'xwoba_r'
xwoba_R <- 'xwoba_l'

K_pct <- 'K_pct'
BB_pct <- 'BB_pct'
K_per_9 <- 'K_per_9'
KsperOut <- 'KsperOut'

fastball_endurance <- 'avg_pitch_number_endurance'

diff_1_2_FF <- 'diff_pitch_type_percentage_1_2_diff_FF'
diff_2_3_FF <- 'diff_pitch_type_percentage_2_3_diff_FF'

diff_1_2_SL <- 'diff_pitch_type_percentage_1_2_diff_SL'
diff_2_3_SL <- 'diff_pitch_type_percentage_2_3_diff_SL'

diff_1_2_CH <- 'diff_pitch_type_percentage_1_2_diff_CH'
diff_2_3_CH <- 'diff_pitch_type_percentage_2_3_diff_CH'

diff_1_2_CU <- 'diff_pitch_type_percentage_1_2_diff_CU'
diff_2_3_CU <- 'diff_pitch_type_percentage_2_3_diff_CU'

xwoba_1_2 <- 'xwoba_faced_diff_1_2'
xwoba_2_3 <- 'xwoba_faced_diff_2_3'
# create list vectors these will be applied to various iterations of model

fb_dom <- c(fb_shape, fb_usage, fb_stuff, fb_per_c, KsperOut)
fb_sl <- c(fb_per_c, sl_per_c, fb_shape, sl_shape, fb_stuff, sl_stuff)
fb_cu_ch_stuff <- c(fb_stuff, cb_stuff, ch_stuff, number_of_Stuff,pitching_plus)
fb_ch <- c(fb_per_c, ch_per_c, fb_shape, ch_shape, fb_stuff, ch_stuff)
arsenal_depth <- c(number_of_Stuff, pitching_plus)


fc_ch <- c(fb_per_c, ch_per_c, fc_shape, ch_shape, fc_stuff, ch_stuff)
fs_ch <- c(fb_per_c, ch_per_c, fs_shape, ch_shape, fs_stuff, ch_stuff)
si_ch <- c(fb_per_c, ch_per_c, si_shape, ch_shape, si_stuff, ch_stuff)

fc_cb <- c(fb_per_c, cb_per_c, fc_shape, cu_shape, fc_stuff, cb_stuff)
fs_cb <- c(fb_per_c, cb_per_c, fs_shape, cu_shape, fs_stuff, cb_stuff)
si_cb <- c(fb_per_c, cb_per_c, si_shape, cu_shape, si_stuff, cb_stuff)


fc_sl <- c(fb_per_c, sl_per_c, fc_shape, sl_shape, fc_stuff, sl_stuff)
fs_sl <- c(fb_per_c, sl_per_c, fs_shape, sl_shape, fs_stuff, sl_stuff)
si_sl <- c(fb_per_c, sl_per_c, si_shape, sl_shape, si_stuff, sl_stuff)

fb_cb <- c(fb_per_c, cb_per_c, fb_shape, cu_shape, fb_stuff, cb_stuff)
cb_dom <- c(cu_shape, cb_usage, cb_stuff, cb_per_c, KsperOut)
ch_dom <- c(ch_shape, ch_usage, ch_stuff, ch_per_c, KsperOut)
sl_dom <- c(sl_shape, sl_usage, sl_stuff, sl_per_c, KsperOut)



being_used <- c(fb_usage,sl_usage,ct_usage,cb_usage,ch_usage,sf_usage)
bbk <- c(K_pct, BB_pct)
xwoba_kman <- c(xwoba,K_pct,K_per_9, KsperOut)
kman <- c(K_pct,K_per_9,KsperOut)
x_wman <- c(xwoba,xwoba_R,xwoba_L)

sonyx_walkman <- c(xwoba,BB_pct)

x_wman_R <- c(xwoba,xwoba_R)

x_wman_L <- c(xwoba,xwoba_R)


fb_combined <- c(fb_shape, fb_usage, fb_stuff, fb_per_c, fb_VAA, fb_HAA)
sl_combined <- c(sl_shape, sl_usage, sl_stuff, sl_per_c, sl_VAA, sl_HAA)
cut_combined <- c(fc_shape, ct_usage, fc_stuff, ct_per_c, FC_VAA, FC_HAA)
cb_combined <- c(cu_shape, cb_usage, cb_stuff, cb_per_c, CB_VAA, CB_HAA)
ch_combined <- c(ch_shape, ch_usage, ch_stuff, ch_per_c, CH_VAA, CH_HAA)
si_combined <- c(si_shape, si_stuff, SI_VAA, SI_HAA)



fb_si_sl <- c(fb_combined, sl_combined, si_combined)
fb_ch_cb <- c(fb_combined, ch_combined, cb_combined)
fb_si_ch_sl <- c(fb_combined, si_combined, ch_combined, sl_combined)


starter_pls <- c(fastball_endurance, xwoba_1_2)

fastball_diff12 <- c(fastball_endurance, diff_1_2_FF, xwoba_1_2)
fastball_diff23 <- c(fastball_endurance, diff_2_3_FF, xwoba_2_3)
fastball_difffull <- c(fastball_endurance, diff_1_2_FF, diff_2_3_FF, xwoba)

pitch_arsenal_difffull <- c(fastball_endurance, diff_1_2_FF, diff_2_3_FF, xwoba, diff_1_2_SL, diff_2_3_SL, diff_1_2_CH, diff_2_3_CH, number_of_Stuff)

pitch_arsenal_difffull_CB <- c(fastball_endurance, diff_1_2_FF, diff_2_3_FF, xwoba,  diff_1_2_SL, diff_2_3_SL, diff_1_2_CH, diff_2_3_CH, diff_1_2_CU, diff_2_3_CU, number_of_Stuff)

performance_metrics <- c(xwoba,K_pct, BB_pct, K_per_9, KsperOut)

#################################

#The model is looped over this list of lists

list_of_lists <- list(fb_dom, fb_sl, fb_cu_ch_stuff, fb_ch, arsenal_depth,
                      fc_ch, fc_cb, fc_sl, fb_cb, cb_dom,
                      ch_dom, sl_dom, being_used, bbk, si_cb,si_ch,si_sl, xwoba_kman, 
                      kman,sonyx_walkman, fb_si_sl, fb_ch_cb, fb_si_ch_sl, fastball_endurance, starter_pls, xwoba_1_2, xwoba_2_3, xwoba_L, xwoba_R, fastball_diff12, fastball_diff23, fastball_difffull, pitch_arsenal_difffull, pitch_arsenal_difffull_CB)



length(list_of_lists)
## [1] 34
#clusters_of_interest looks for clusters with a clear majority and outliers for their respective role classification (innings, leverage, matchup, length) 

clusters_of_interest <- data.frame(list_object = integer(),
                                   cluster = integer(),
                                   role = character(),
                                   df = I(list()),
                                   stringsAsFactors = FALSE)  # Initialize with proper column names

for (number in seq_along(list_of_lists)) {
  selected_table <- full_table[, list_of_lists[[number]]] %>%
    na.omit() %>%
    scale() 
  
col_names <- colnames(selected_table)
  
  
num_centers <- ceiling(nrow(selected_table)/10)

  set.seed(1990)
  fit <- kmeans(x = selected_table,
                centers = num_centers,
                nstart = 25,
                iter.max = 100)

  clusters <- fit$cluster

  for (i in 1:num_centers) {
    cluster_table <- full_table[clusters == i, ]
    
######################
############ Innings
######################
    
    if (nrow(cluster_table) >= 8) {
      start_count <- sum(cluster_table$innings_role == 'start', na.rm = TRUE)
      middle_count <- sum(cluster_table$innings_role == 'middle', na.rm = TRUE)
      late_count <- sum(cluster_table$innings_role == 'late', na.rm = TRUE)
      
      if (start_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Innings'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Innings',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      } else if (middle_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Innings'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Innings',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      } else if (late_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Innings'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Innings',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      }    
    }
    
    
    
######################
############ Length
######################
    
    if (nrow(cluster_table) >= 8) {
      short_count <- sum(cluster_table$length_role == 'short', na.rm = TRUE)
      medium_count <- sum(cluster_table$length_role == 'medium', na.rm = TRUE)
      long_count <- sum(cluster_table$length_role == 'long', na.rm = TRUE)
      
      if (short_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Length'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Length',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      } else if (medium_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Length'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Length',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      } else if (long_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Length'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Length',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      }
    }
    
    
######################   
############ Matchup
######################
   
        if (nrow(cluster_table) >= 8) {
      rhh_count <- sum(cluster_table$matchup_role == 'RHH', na.rm = TRUE)
      lhh_count <- sum(cluster_table$leverage_role == 'LHH', na.rm = TRUE)
      none_count <- sum(cluster_table$leverage_role == 'none', na.rm = TRUE)

      
      if (rhh_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Matchup'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Matchup',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
  
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
        
        
      } else if (lhh_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Matchup'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Matchup',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      } else if (none_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Matchup'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Matchup',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      }
    }
    
    
     

######################
############ Leverage
######################

    if (nrow(cluster_table) >= 8) {
      high_count <- sum(cluster_table$leverage_role == 'high', na.rm = TRUE)
      low_count <- sum(cluster_table$leverage_role == 'low', na.rm = TRUE)

      if (high_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Leverage'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Leverage',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      } else if (low_count >= (nrow(cluster_table) - 2)) {
        print(glue::glue('List: {number}, Cluster: {i}, Role: Leverage'))
        new_row <- data.frame(list_object = number,
                              cluster = i,
                              role = 'Leverage',
                              df = cluster_table,
                              stringsAsFactors = FALSE)
        
        clusters_of_interest <- rbind(clusters_of_interest, new_row)
      }
    }
    
    
    
    
  }
}
## List: 1, Cluster: 1, Role: Leverage
## List: 1, Cluster: 17, Role: Leverage
## List: 1, Cluster: 20, Role: Leverage
## List: 1, Cluster: 86, Role: Length
## List: 1, Cluster: 102, Role: Length
## List: 1, Cluster: 136, Role: Length
## List: 1, Cluster: 186, Role: Leverage
## List: 1, Cluster: 215, Role: Length
## List: 1, Cluster: 215, Role: Leverage
## List: 1, Cluster: 218, Role: Length
## List: 2, Cluster: 43, Role: Length
## List: 2, Cluster: 50, Role: Leverage
## List: 2, Cluster: 115, Role: Length
## List: 2, Cluster: 146, Role: Length
## List: 3, Cluster: 81, Role: Length
## List: 4, Cluster: 37, Role: Leverage
## List: 4, Cluster: 55, Role: Leverage
## List: 4, Cluster: 79, Role: Leverage
## List: 4, Cluster: 83, Role: Length
## List: 4, Cluster: 145, Role: Length
## List: 5, Cluster: 1, Role: Length
## List: 5, Cluster: 3, Role: Length
## List: 5, Cluster: 4, Role: Length
## List: 5, Cluster: 12, Role: Length
## List: 5, Cluster: 25, Role: Length
## List: 5, Cluster: 34, Role: Length
## List: 5, Cluster: 89, Role: Leverage
## List: 5, Cluster: 90, Role: Length
## List: 5, Cluster: 97, Role: Length
## List: 5, Cluster: 133, Role: Length
## List: 5, Cluster: 146, Role: Leverage
## List: 5, Cluster: 160, Role: Length
## List: 5, Cluster: 163, Role: Length
## List: 5, Cluster: 186, Role: Length
## List: 5, Cluster: 192, Role: Length
## List: 5, Cluster: 193, Role: Length
## List: 5, Cluster: 212, Role: Length
## List: 5, Cluster: 219, Role: Leverage
## List: 5, Cluster: 237, Role: Length
## List: 5, Cluster: 239, Role: Leverage
## List: 5, Cluster: 240, Role: Length
## List: 5, Cluster: 258, Role: Length
## List: 5, Cluster: 258, Role: Leverage
## List: 9, Cluster: 94, Role: Length
## List: 11, Cluster: 26, Role: Length
## List: 11, Cluster: 101, Role: Length
## List: 11, Cluster: 158, Role: Length
## List: 12, Cluster: 9, Role: Length
## List: 12, Cluster: 10, Role: Length
## List: 12, Cluster: 102, Role: Length
## List: 12, Cluster: 105, Role: Leverage
## List: 12, Cluster: 165, Role: Length
## List: 12, Cluster: 165, Role: Leverage
## List: 12, Cluster: 192, Role: Length
## List: 14, Cluster: 2, Role: Leverage
## List: 14, Cluster: 4, Role: Length
## List: 14, Cluster: 9, Role: Length
## List: 14, Cluster: 27, Role: Leverage
## List: 14, Cluster: 31, Role: Leverage
## List: 14, Cluster: 39, Role: Leverage
## List: 14, Cluster: 40, Role: Leverage
## List: 14, Cluster: 42, Role: Length
## List: 14, Cluster: 71, Role: Length
## List: 14, Cluster: 83, Role: Leverage
## List: 14, Cluster: 88, Role: Length
## List: 14, Cluster: 88, Role: Leverage
## List: 14, Cluster: 93, Role: Length
## List: 14, Cluster: 104, Role: Leverage
## List: 14, Cluster: 115, Role: Length
## List: 14, Cluster: 126, Role: Length
## List: 14, Cluster: 129, Role: Length
## List: 14, Cluster: 131, Role: Length
## List: 14, Cluster: 134, Role: Length
## List: 14, Cluster: 141, Role: Length
## List: 14, Cluster: 141, Role: Leverage
## List: 14, Cluster: 146, Role: Length
## List: 14, Cluster: 156, Role: Leverage
## List: 14, Cluster: 158, Role: Length
## List: 14, Cluster: 159, Role: Leverage
## List: 14, Cluster: 161, Role: Length
## List: 14, Cluster: 165, Role: Leverage
## List: 14, Cluster: 170, Role: Leverage
## List: 14, Cluster: 176, Role: Length
## List: 14, Cluster: 187, Role: Length
## List: 14, Cluster: 192, Role: Length
## List: 14, Cluster: 211, Role: Length
## List: 14, Cluster: 221, Role: Length
## List: 14, Cluster: 224, Role: Length
## List: 14, Cluster: 229, Role: Leverage
## List: 14, Cluster: 242, Role: Length
## List: 14, Cluster: 247, Role: Leverage
## List: 15, Cluster: 9, Role: Leverage
## List: 17, Cluster: 95, Role: Length
## List: 18, Cluster: 22, Role: Length
## List: 18, Cluster: 22, Role: Leverage
## List: 18, Cluster: 25, Role: Leverage
## List: 18, Cluster: 28, Role: Leverage
## List: 18, Cluster: 34, Role: Length
## List: 18, Cluster: 43, Role: Length
## List: 18, Cluster: 45, Role: Leverage
## List: 18, Cluster: 51, Role: Length
## List: 18, Cluster: 51, Role: Leverage
## List: 18, Cluster: 54, Role: Length
## List: 18, Cluster: 57, Role: Leverage
## List: 18, Cluster: 65, Role: Leverage
## List: 18, Cluster: 102, Role: Leverage
## List: 18, Cluster: 108, Role: Length
## List: 18, Cluster: 116, Role: Length
## List: 18, Cluster: 116, Role: Leverage
## List: 18, Cluster: 118, Role: Length
## List: 18, Cluster: 133, Role: Leverage
## List: 18, Cluster: 140, Role: Length
## List: 18, Cluster: 143, Role: Length
## List: 18, Cluster: 147, Role: Length
## List: 18, Cluster: 150, Role: Length
## List: 18, Cluster: 150, Role: Matchup
## List: 18, Cluster: 163, Role: Leverage
## List: 18, Cluster: 166, Role: Length
## List: 18, Cluster: 166, Role: Leverage
## List: 18, Cluster: 168, Role: Leverage
## List: 18, Cluster: 173, Role: Length
## List: 18, Cluster: 174, Role: Length
## List: 18, Cluster: 174, Role: Leverage
## List: 18, Cluster: 180, Role: Leverage
## List: 18, Cluster: 184, Role: Leverage
## List: 18, Cluster: 186, Role: Length
## List: 18, Cluster: 186, Role: Leverage
## List: 18, Cluster: 198, Role: Length
## List: 18, Cluster: 211, Role: Length
## List: 18, Cluster: 212, Role: Leverage
## List: 18, Cluster: 221, Role: Length
## List: 18, Cluster: 227, Role: Length
## List: 18, Cluster: 228, Role: Length
## List: 18, Cluster: 243, Role: Leverage
## List: 18, Cluster: 250, Role: Length
## List: 18, Cluster: 254, Role: Length
## List: 19, Cluster: 10, Role: Length
## List: 19, Cluster: 13, Role: Length
## List: 19, Cluster: 16, Role: Length
## List: 19, Cluster: 27, Role: Length
## List: 19, Cluster: 33, Role: Length
## List: 19, Cluster: 47, Role: Length
## List: 19, Cluster: 51, Role: Length
## List: 19, Cluster: 62, Role: Length
## List: 19, Cluster: 70, Role: Leverage
## List: 19, Cluster: 71, Role: Length
## List: 19, Cluster: 72, Role: Length
## List: 19, Cluster: 72, Role: Leverage
## List: 19, Cluster: 82, Role: Leverage
## List: 19, Cluster: 90, Role: Length
## List: 19, Cluster: 94, Role: Length
## List: 19, Cluster: 104, Role: Length
## List: 19, Cluster: 116, Role: Length
## List: 19, Cluster: 116, Role: Leverage
## List: 19, Cluster: 133, Role: Length
## List: 19, Cluster: 140, Role: Leverage
## List: 19, Cluster: 150, Role: Leverage
## List: 19, Cluster: 167, Role: Leverage
## List: 19, Cluster: 176, Role: Leverage
## List: 19, Cluster: 193, Role: Length
## List: 19, Cluster: 197, Role: Length
## List: 19, Cluster: 201, Role: Leverage
## List: 19, Cluster: 203, Role: Length
## List: 19, Cluster: 209, Role: Length
## List: 19, Cluster: 223, Role: Leverage
## List: 19, Cluster: 230, Role: Length
## List: 19, Cluster: 247, Role: Length
## List: 19, Cluster: 247, Role: Leverage
## List: 20, Cluster: 7, Role: Length
## List: 20, Cluster: 14, Role: Length
## List: 20, Cluster: 21, Role: Leverage
## List: 20, Cluster: 23, Role: Length
## List: 20, Cluster: 30, Role: Length
## List: 20, Cluster: 33, Role: Leverage
## List: 20, Cluster: 53, Role: Length
## List: 20, Cluster: 55, Role: Leverage
## List: 20, Cluster: 56, Role: Length
## List: 20, Cluster: 61, Role: Length
## List: 20, Cluster: 62, Role: Length
## List: 20, Cluster: 68, Role: Length
## List: 20, Cluster: 68, Role: Leverage
## List: 20, Cluster: 72, Role: Leverage
## List: 20, Cluster: 73, Role: Leverage
## List: 20, Cluster: 78, Role: Length
## List: 20, Cluster: 88, Role: Length
## List: 20, Cluster: 93, Role: Leverage
## List: 20, Cluster: 98, Role: Length
## List: 20, Cluster: 101, Role: Leverage
## List: 20, Cluster: 103, Role: Length
## List: 20, Cluster: 103, Role: Leverage
## List: 20, Cluster: 110, Role: Length
## List: 20, Cluster: 110, Role: Leverage
## List: 20, Cluster: 123, Role: Length
## List: 20, Cluster: 123, Role: Leverage
## List: 20, Cluster: 128, Role: Length
## List: 20, Cluster: 132, Role: Leverage
## List: 20, Cluster: 135, Role: Length
## List: 20, Cluster: 145, Role: Length
## List: 20, Cluster: 148, Role: Leverage
## List: 20, Cluster: 151, Role: Length
## List: 20, Cluster: 151, Role: Leverage
## List: 20, Cluster: 158, Role: Length
## List: 20, Cluster: 165, Role: Length
## List: 20, Cluster: 165, Role: Leverage
## List: 20, Cluster: 166, Role: Length
## List: 20, Cluster: 172, Role: Leverage
## List: 20, Cluster: 192, Role: Length
## List: 20, Cluster: 208, Role: Length
## List: 20, Cluster: 208, Role: Leverage
## List: 20, Cluster: 213, Role: Length
## List: 20, Cluster: 219, Role: Leverage
## List: 20, Cluster: 225, Role: Leverage
## List: 20, Cluster: 227, Role: Length
## List: 20, Cluster: 239, Role: Length
## List: 20, Cluster: 242, Role: Leverage
## List: 20, Cluster: 252, Role: Leverage
## List: 20, Cluster: 255, Role: Length
## List: 20, Cluster: 259, Role: Leverage
## List: 21, Cluster: 36, Role: Length
## List: 23, Cluster: 18, Role: Leverage
## List: 23, Cluster: 27, Role: Length
## List: 24, Cluster: 68, Role: Leverage
## List: 24, Cluster: 84, Role: Leverage
## List: 24, Cluster: 132, Role: Length
## List: 26, Cluster: 20, Role: Length
## List: 26, Cluster: 20, Role: Leverage
## List: 26, Cluster: 32, Role: Length
## List: 26, Cluster: 55, Role: Length
## List: 26, Cluster: 56, Role: Length
## List: 26, Cluster: 90, Role: Length
## List: 26, Cluster: 90, Role: Leverage
## List: 26, Cluster: 105, Role: Leverage
## List: 26, Cluster: 114, Role: Length
## List: 26, Cluster: 115, Role: Length
## List: 26, Cluster: 126, Role: Leverage
## List: 26, Cluster: 140, Role: Leverage
## List: 28, Cluster: 4, Role: Length
## List: 28, Cluster: 17, Role: Length
## List: 28, Cluster: 33, Role: Length
## List: 28, Cluster: 35, Role: Length
## List: 28, Cluster: 41, Role: Leverage
## List: 28, Cluster: 66, Role: Length
## List: 28, Cluster: 71, Role: Leverage
## List: 28, Cluster: 74, Role: Length
## List: 28, Cluster: 82, Role: Length
## List: 28, Cluster: 95, Role: Length
## List: 28, Cluster: 134, Role: Leverage
## List: 28, Cluster: 137, Role: Length
## List: 28, Cluster: 158, Role: Length
## List: 28, Cluster: 185, Role: Length
## List: 28, Cluster: 190, Role: Leverage
## List: 28, Cluster: 196, Role: Leverage
## List: 28, Cluster: 201, Role: Length
## List: 28, Cluster: 228, Role: Length
## List: 28, Cluster: 230, Role: Length
## List: 28, Cluster: 242, Role: Length
## List: 28, Cluster: 242, Role: Leverage
## List: 28, Cluster: 260, Role: Length
## List: 29, Cluster: 26, Role: Length
## List: 29, Cluster: 42, Role: Leverage
## List: 29, Cluster: 59, Role: Length
## List: 29, Cluster: 68, Role: Length
## List: 29, Cluster: 72, Role: Length
## List: 29, Cluster: 82, Role: Length
## List: 29, Cluster: 84, Role: Length
## List: 29, Cluster: 95, Role: Length
## List: 29, Cluster: 105, Role: Length
## List: 29, Cluster: 110, Role: Length
## List: 29, Cluster: 114, Role: Length
## List: 29, Cluster: 130, Role: Leverage
## List: 29, Cluster: 149, Role: Length
## List: 29, Cluster: 164, Role: Length
## List: 29, Cluster: 171, Role: Leverage
## List: 29, Cluster: 182, Role: Length
## List: 29, Cluster: 189, Role: Length
## List: 29, Cluster: 190, Role: Length
## List: 30, Cluster: 49, Role: Leverage
## List: 31, Cluster: 42, Role: Leverage
## List: 32, Cluster: 11, Role: Length
## List: 32, Cluster: 46, Role: Length
## List: 32, Cluster: 107, Role: Length
## List: 32, Cluster: 113, Role: Length
## List: 33, Cluster: 20, Role: Leverage
## List: 33, Cluster: 35, Role: Length
## List: 33, Cluster: 103, Role: Length
## List: 33, Cluster: 114, Role: Leverage
## List: 34, Cluster: 5, Role: Leverage
## List: 34, Cluster: 122, Role: Length
names(clusters_of_interest) <- str_remove_all(names(clusters_of_interest), "^df\\.")

Performance Checks

#performance_matches looks for clusters that fit certain criteria to suggest that the outlier could perform better in the majority's role

performance_matches <- data.frame()

for(i in 1:nrow(clusters_of_interest)){

list_object_number <- clusters_of_interest[i,1]
cluster_number <- clusters_of_interest[i,2]
check_role <- clusters_of_interest[i,3]
  
exploration_table <- clusters_of_interest %>%
    filter(list_object == list_object_number & cluster == cluster_number) %>%
    select(role, pitcher, inning_role, length_role, matchup_role, 
           leverage_role, xwoba, IP) %>% # Assuming 'IP' is the column for Innings Pitched
    filter(IP > 5)

if(nrow(exploration_table) < 5){
  next
}

######################
############ Inning
######################

inning_role_counts <- table(exploration_table$inning_role)
max_cat <- names(inning_role_counts)[which.max(inning_role_counts)]

max_table <- exploration_table %>%
  filter(inning_role == max_cat)
min_table <- exploration_table %>%
  filter(inning_role != max_cat)


max_q3 <- quantile(max_table$xwoba, probs = 0.75)

if(any(min_table$xwoba > max_q3) & check_role == 'Inning') {
  new_row <- data.frame(list_object = list_object_number,
                        cluster = cluster_number,
                        role = 'Inning')

  performance_matches <- rbind(performance_matches, new_row)
}



######################
############ Length
######################

length_role_counts <- table(exploration_table$length_role)
max_cat <- names(length_role_counts)[which.max(length_role_counts)]

max_table <- exploration_table %>%
  filter(length_role == max_cat)
min_table <- exploration_table %>%
  filter(length_role != max_cat)


max_q3 <- quantile(max_table$xwoba, probs = 0.75)

if(any(min_table$xwoba > max_q3) & check_role == 'Length') {
  new_row <- data.frame(list_object = list_object_number,
                        cluster = cluster_number,
                        role = 'Length')

  performance_matches <- rbind(performance_matches, new_row)
}
######################
############ Matchup
######################

matchup_role_counts <- table(exploration_table$matchup_role)
max_cat <- names(matchup_role_counts)[which.max(matchup_role_counts)]

max_table <- exploration_table %>%
  filter(matchup_role == max_cat)
min_table <- exploration_table %>%
  filter(matchup_role != max_cat)


max_q3 <- quantile(max_table$xwoba, probs = 0.75)

if(any(min_table$xwoba > max_q3) & check_role == 'Matchup') {
  new_row <- data.frame(list_object = list_object_number,
                        cluster = cluster_number,
                        role = 'Matchup')

  performance_matches <- rbind(performance_matches, new_row)
}

######################
############ Leverage
######################

# Look for clusters where everyone is below 25th percentile of population woba where
# the minority is low leverage

population_xwoba <- mean(full_table$xwoba)
population_xwoba_q1 <- quantile(full_table$xwoba, probs = 0.25)
population_xwoba_q3 <- quantile(full_table$xwoba, probs = 0.75)


leverage_role_counts <- table(exploration_table$leverage_role)
max_cat <- names(leverage_role_counts)[which.max(leverage_role_counts)]
min_table <- exploration_table %>%
  filter(leverage_role != max_cat)

if(all(exploration_table$xwoba < population_xwoba_q1) & max_cat == 'high' &
        check_role == 'Leverage') {
  new_row <- data.frame(list_object = list_object_number,
                        cluster = cluster_number,
                        role = 'Leverage')

  performance_matches <- rbind(performance_matches, new_row)
}



# Look for where the minority is high leverage and HE is bad

if(max_cat == 'low' & any(min_table$xwoba > population_xwoba_q3) & 
   any(min_table$year) == 2023 & check_role == 'Leverage') {
  new_row <- data.frame(list_object = list_object_number,
                        cluster = cluster_number,
                        role = 'Leverage')

  performance_matches <- rbind(performance_matches, new_row)
}


}

performance_matches <- unique(performance_matches)

Recommendations

Here we select three specific pitchers that we recommend to switch their respective role based on the performance metrics and clusters of interest

clusters_1 <- clusters_of_interest %>%
  filter(list_object == 32 & cluster == 113) %>%
  select(name, throws, pitcher, year, IP, number_of_Stuff,leverage_role, length_role, xwoba, list_of_lists[[32]])
## Warning: Using an external vector in selections was deprecated in tidyselect 1.1.0.
## ℹ Please use `all_of()` or `any_of()` instead.
##   # Was:
##   data %>% select(number_of_Stuff)
## 
##   # Now:
##   data %>% select(all_of(number_of_Stuff))
## 
## See <https://tidyselect.r-lib.org/reference/faq-external-vector.html>.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
clusters_1
##                    name throws pitcher year    IP NumberofStuffPitches
## 905     Graham Ashcraft      R  668933 2022 105.0                    2
## 10993      Tommy Milone      L  543548 2023   9.0                    2
## 11573      Josh Reddick      R  502210 2021   0.2                    0
## 1304     Carlos Estevez      R  608032 2021  61.2                    2
## 13733    Luis Guillorme      R  641645 2021   1.0                    0
## 13753     Dan Altavilla      R  656186 2021   1.1                    2
## 23261      Brooks Raley      L  548384 2021  49.0                    2
## 2520  Anderson Severino      L  644429 2022   7.1                    1
## 25785     Jose Alvarado      L  621237 2023  41.1                    1
##       leverage_role length_role     xwoba avg_pitch_number_endurance
## 905            <NA>        <NA> 0.3105087                         NA
## 10993           low        none 0.3590000                         NA
## 11573           low       short 0.7198000                         NA
## 1304           high       short 0.3176431                         NA
## 13733           low       short 0.5455714                         NA
## 13753           low       short 0.4242000                         NA
## 23261          high       short 0.3012549                         NA
## 2520            low       short 0.3082059                         24
## 25785          high       short 0.2586647                         NA
##       diff_pitch_type_percentage_1_2_diff_FF
## 905                               0.00000000
## 10993                            -0.03134146
## 11573                             0.00000000
## 1304                             -0.65314849
## 13733                             0.00000000
## 13753                            -0.39411765
## 23261                            -0.06865284
## 2520                             -0.62877671
## 25785                             0.00000000
##       diff_pitch_type_percentage_2_3_diff_FF
## 905                                0.0000000
## 10993                             -0.1066667
## 11573                              0.0000000
## 1304                               0.0000000
## 13733                              0.0000000
## 13753                              0.0000000
## 23261                              0.0000000
## 2520                               0.0000000
## 25785                              0.0000000
list_of_lists[[32]]
## [1] "avg_pitch_number_endurance"            
## [2] "diff_pitch_type_percentage_1_2_diff_FF"
## [3] "diff_pitch_type_percentage_2_3_diff_FF"
## [4] "xwoba"
TommyMilone <- clusters_1[2,]

Milone Analysis

This cluster was based on endurance and usage through multiple times around the order. Out of this specific cluster, we chose to focus on Tommy Milone. Unlike his counterparts with significant innings, Milone did not fall in the short length role. Do to his high xwoba and his lack of success multiple times through an order, we feel he would improve in the shorter role. His xwoba could conceivably decrease in a shorter role because he would only have to face hitters once which is important for a pitcher with only two quality pitches. Milone looks to have a very short arsenal which is getting penalized by longer outings/multiple times facing the same hitter.

clusters_2 <- clusters_of_interest %>%
  filter(list_object == 34 & cluster == 122) %>%
  select(name, throws, pitcher, year, IP, length_role, xwoba, list_of_lists[[34]])

clusters_2
##                name throws pitcher year   IP length_role     xwoba
## 559   Ryan Weathers      L  677960 2021 94.2        long 0.3484658
## 10473     Jake Latz      L  656641 2021  4.2        none 0.2875263
## 11746  Hernan Perez      R  541650 2021  2.0       short 0.1602857
## 14001 Tanner Rainey      R  663432 2021 31.2       short 0.3400933
## 1406  Evan Phillips      R  623465 2021 13.1       short 0.3316316
## 19801   Yimi Garcia      R  554340 2023 66.0       short 0.2915647
## 2468  Rob Zastryzny      L  642239 2022  4.0       short 0.2123125
## 2595       A.J. Puk      L  640462 2023 56.2       short 0.2704686
##       avg_pitch_number_endurance diff_pitch_type_percentage_1_2_diff_FF
## 559                       42.125                            -0.22330455
## 10473                     36.000                            -0.09756098
## 11746                         NA                             0.00000000
## 14001                     15.000                            -0.64376259
## 1406                      31.000                            -0.22235412
## 19801                     12.000                            -0.32352692
## 2468                          NA                            -0.41510025
## 2595                      15.500                            -0.50213333
##       diff_pitch_type_percentage_2_3_diff_FF
## 559                              -0.27885390
## 10473                             0.06097561
## 11746                             0.00000000
## 14001                             0.00000000
## 1406                             -0.20312500
## 19801                             0.00000000
## 2468                              0.00000000
## 2595                              0.00000000
##       diff_pitch_type_percentage_1_2_diff_SL
## 559                              -0.03792835
## 10473                            -0.04878049
## 11746                             0.00000000
## 14001                            -0.35529756
## 1406                              0.00000000
## 19801                            -0.09462405
## 2468                              0.00000000
## 2595                              0.00000000
##       diff_pitch_type_percentage_2_3_diff_SL
## 559                               -0.1310116
## 10473                             -0.1219512
## 11746                              0.0000000
## 14001                              0.0000000
## 1406                               0.0000000
## 19801                              0.0000000
## 2468                               0.0000000
## 2595                               0.0000000
##       diff_pitch_type_percentage_1_2_diff_CH
## 559                            -0.0053845296
## 10473                           0.1219512195
## 11746                           0.0000000000
## 14001                          -0.0009398496
## 1406                           -0.1022328398
## 19801                          -0.0843720614
## 2468                           -0.2941729323
## 2595                           -0.0141547462
##       diff_pitch_type_percentage_2_3_diff_CH
## 559                              -0.01733498
## 10473                             0.20731707
## 11746                             0.00000000
## 14001                             0.00000000
## 1406                              0.00000000
## 19801                             0.00000000
## 2468                              0.00000000
## 2595                              0.00000000
##       diff_pitch_type_percentage_1_2_diff_CU
## 559                               0.00000000
## 10473                             0.02439024
## 11746                             0.00000000
## 14001                             0.00000000
## 1406                              0.00000000
## 19801                            -0.33171590
## 2468                             -0.20640142
## 2595                              0.00000000
##       diff_pitch_type_percentage_2_3_diff_CU NumberofStuffPitches
## 559                                0.0000000                    1
## 10473                             -0.1463415                    1
## 11746                              0.0000000                    0
## 14001                              0.0000000                    2
## 1406                               0.0000000                    3
## 19801                              0.0000000                    3
## 2468                               0.0000000                    3
## 2595                               0.0000000                    2
RyanWeathers <- clusters_2[1,]

list_of_lists[[34]]
##  [1] "avg_pitch_number_endurance"            
##  [2] "diff_pitch_type_percentage_1_2_diff_FF"
##  [3] "diff_pitch_type_percentage_2_3_diff_FF"
##  [4] "xwoba"                                 
##  [5] "diff_pitch_type_percentage_1_2_diff_SL"
##  [6] "diff_pitch_type_percentage_2_3_diff_SL"
##  [7] "diff_pitch_type_percentage_1_2_diff_CH"
##  [8] "diff_pitch_type_percentage_2_3_diff_CH"
##  [9] "diff_pitch_type_percentage_1_2_diff_CU"
## [10] "diff_pitch_type_percentage_2_3_diff_CU"
## [11] "NumberofStuffPitches"
RyanWeathers2 <- full_table %>%
  filter(name == "Ryan Weathers")
head(RyanWeathers2)
##            name pitcher throws   IP year    FA_pct    SL_pct CT_pct CB_pct
## 1 Ryan Weathers  677960      L 94.2 2021 0.6179708 0.3036207     NA     NA
## 2 Ryan Weathers  677960      L 57.2 2023 0.5660218 0.2026451     NA     NA
## 3 Ryan Weathers  677960      L  3.2 2022 0.5056000 0.3146000     NA     NA
##       CH_pct SF_pct KN_pct XX_pct   vFA_sc vFC_sc vFS_sc vFO_sc   vSI_sc
## 1 0.07848404     NA     NA     NA 93.98457     NA     NA     NA 93.69972
## 2 0.23142218     NA     NA     NA 95.10693     NA     NA     NA       NA
## 3 0.17980000     NA     NA     NA 93.51111     NA     NA     NA       NA
##     vSL_sc vCU_sc vKC_sc vEP_sc   vCH_sc vSC_sc vKN_sc  FA_X_sc FC_X_sc FS_X_sc
## 1 86.60175     NA     NA     NA 86.60645     NA     NA 7.154793      NA      NA
## 2 80.78263     NA     NA     NA 86.81203     NA     NA 7.443800      NA      NA
## 3 82.08571     NA     NA     NA 83.38125     NA     NA 7.317111      NA      NA
##   FO_X_sc  SI_X_sc   SL_X_sc CU_X_sc KC_X_sc EP_X_sc  CH_X_sc SC_X_sc KN_X_sc
## 1      NA 8.989994 -0.661845      NA      NA      NA 6.671783      NA      NA
## 2      NA       NA -6.795729      NA      NA      NA 7.511591      NA      NA
## 3      NA       NA -1.198929      NA      NA      NA 7.700625      NA      NA
##    FA_Z_sc FC_Z_sc FS_Z_sc FO_Z_sc  SI_Z_sc    SL_Z_sc CU_Z_sc KC_Z_sc EP_Z_sc
## 1 8.252875      NA      NA      NA 8.227037  3.3126930      NA      NA      NA
## 2 8.677965      NA      NA      NA       NA -0.1848697      NA      NA      NA
## 3 9.120667      NA      NA      NA       NA  2.5996429      NA      NA      NA
##    CH_Z_sc SC_Z_sc KN_Z_sc VAA_CU VAA_FA    VAA_FF    VAA_SI    VAA_SL
## 1 6.580342      NA      NA     NA     NA -5.070398 -5.441277 -7.195202
## 2 6.008388      NA      NA     NA     NA -4.784267        NA        NA
## 3 6.756875      NA      NA     NA     NA -4.249174        NA -7.787281
##      VAA_CH VAA_CS VAA_FC VAA_EP VAA_PO    VAA_ST VAA_FS VAA_KC VAA_SV VAA_NA
## 1 -6.311845     NA     NA     NA     NA        NA     NA     NA     NA     NA
## 2 -6.771186     NA     NA     NA     NA -8.411795     NA     NA     NA     NA
## 3 -5.623400     NA     NA     NA     NA        NA     NA     NA     NA     NA
##   VAA_FO VAA_KN VAA_SC HAA_CU HAA_FA     HAA_FF     HAA_SI    HAA_SL
## 1     NA     NA     NA     NA     NA -0.7194436 -0.2855936 -2.630037
## 2     NA     NA     NA     NA     NA -1.5476610         NA        NA
## 3     NA     NA     NA     NA     NA -0.2983935         NA -2.614217
##        HAA_CH HAA_CS HAA_FC HAA_EP HAA_PO    HAA_ST HAA_FS HAA_KC HAA_SV HAA_NA
## 1 -0.32116733     NA     NA     NA     NA        NA     NA     NA     NA     NA
## 2 -0.96850821     NA     NA     NA     NA -4.630739     NA     NA     NA     NA
## 3 -0.03193911     NA     NA     NA     NA        NA     NA     NA     NA     NA
##   HAA_FO HAA_KN HAA_SC Pit_plus_CH Pit_plus_CU Pit_plus_FA Pit_plus_SI
## 1     NA     NA     NA    83.10399          NA    94.32288    92.36815
## 2     NA     NA     NA    88.29097          NA    93.29622          NA
## 3     NA     NA     NA    71.30000          NA    81.60000          NA
##   Pit_plus_SL Pit_plus_KC Pit_plus_FC Pit_plus_FS Pit_plus_FO Pitching_plus
## 1    102.1427          NA          NA          NA          NA      95.61575
## 2    100.2556          NA          NA          NA          NA      93.65587
## 3    104.3000          NA          NA          NA          NA      86.88989
##   NumberofStuffPitches plus_stuff_pitches     xwoba   xwoba_r   xwoba_l
## 1                    1                  1 0.3484658 0.3464669 0.3528862
## 2                    1                  1 0.3360196 0.3448115 0.3097813
## 3                    1                  1 0.3020476 0.3020476        NA
##       K_pct     BB_pct  K_per_9     NameASCII  KsperOut  wFB_per_c  wSL_per_c
## 1 0.1795411 0.07480249 6.814304 Ryan Weathers 0.2523816 -0.9566868  0.1110661
## 2 0.1673416 0.11287160 6.744371 Ryan Weathers 0.2497915 -1.5891470 -0.8966688
## 3 0.1429000 0.19050000 7.363630 Ryan Weathers 0.2727270 -3.9673334  1.4659678
##   wCT_per_c wCB_per_c wCH_per_c wSF_per_c wKN_per_c FA_pct_sc
## 1        NA        NA -1.928111        NA        NA 0.4308596
## 2        NA        NA -1.839952        NA        NA 0.5608358
## 3        NA        NA -1.267806        NA        NA 0.5056000
##   pitch_type_percentage_1_FF pitch_type_percentage_1_CU
## 1                  0.5887163                          0
## 2                  0.5710823                          0
## 3                  0.6486486                          0
##   pitch_type_percentage_1_SI pitch_type_percentage_1_CH
## 1                 0.07470065                 0.06218079
## 2                 0.00000000                 0.25287565
## 3                 0.00000000                 0.18918919
##   pitch_type_percentage_1_SL pitch_type_percentage_1_FC
## 1                  0.2744022                          0
## 2                  0.0000000                          0
## 3                  0.1621622                          0
##   pitch_type_percentage_2_CH pitch_type_percentage_2_FF
## 1                 0.05679626                  0.3654118
## 2                 0.18212219                  0.4787637
## 3                 0.16666667                  0.3333333
##   pitch_type_percentage_2_SI pitch_type_percentage_2_SL
## 1                 0.04131808                  0.2364739
## 2                 0.00000000                  0.0000000
## 3                 0.00000000                  0.5000000
##   pitch_type_percentage_3_FC pitch_type_percentage_3_FF
## 1                          0                 0.08655789
## 2                          0                 0.29853478
## 3                          0                 0.56250000
##   pitch_type_percentage_3_SL pitch_type_percentage_2_FC
## 1                  0.1054623                          0
## 2                  0.0000000                          0
## 3                  0.2500000                          0
##   pitch_type_percentage_3_CH pitch_type_percentage_3_SI
## 1                 0.03946128                 0.03518519
## 2                 0.16865560                 0.00000000
## 3                 0.18750000                 0.00000000
##   pitch_type_percentage_1_KC pitch_type_percentage_2_KC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_KC pitch_type_percentage_1_ST
## 1                          0                  0.0000000
## 2                          0                  0.1760421
## 3                          0                  0.0000000
##   pitch_type_percentage_2_CU pitch_type_percentage_1_FS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_FS pitch_type_percentage_3_CU
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_SV pitch_type_percentage_2_SV
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_SV pitch_type_percentage_3_FS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_ST pitch_type_percentage_3_ST
## 1                  0.0000000                  0.0000000
## 2                  0.2057808                  0.1328096
## 3                  0.0000000                  0.0000000
##   pitch_type_percentage_4_FF pitch_type_percentage_4_KC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_SL pitch_type_percentage_1_NA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_CH pitch_type_percentage_1_CS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_CU pitch_type_percentage_4_SI
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_FA pitch_type_percentage_3_EP
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_SC pitch_type_percentage_4_ST
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_FS pitch_type_percentage_1_FA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_FC pitch_type_percentage_2_CS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_CS pitch_type_percentage_1_EP
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_PO pitch_type_percentage_5_SI
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_5_SL pitch_type_percentage_1_KN
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_SV pitch_type_percentage_2_NA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_NA pitch_type_percentage_2_PO
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_KN pitch_type_percentage_3_KN
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_5_CH pitch_type_percentage_4_CS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_EP pitch_type_percentage_3_FA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_PO pitch_type_percentage_5_CU
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_5_FF pitch_type_percentage_5_KC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_FO pitch_type_percentage_2_FO
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_FO pitch_type_percentage_5_FC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_SC pitch_type_percentage_4_FO
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   diff_pitch_type_percentage_1_2_diff_CH diff_pitch_type_percentage_1_2_diff_FF
## 1                            -0.00538453                            -0.22330455
## 2                            -0.07075346                            -0.09231856
## 3                            -0.02252252                            -0.31531532
##   diff_pitch_type_percentage_1_2_diff_SI diff_pitch_type_percentage_1_2_diff_SL
## 1                            -0.03338257                            -0.03792835
## 2                             0.00000000                             0.00000000
## 3                             0.00000000                             0.33783784
##   diff_pitch_type_percentage_1_2_diff_FC diff_pitch_type_percentage_1_2_diff_KC
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_CU diff_pitch_type_percentage_1_2_diff_FS
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_SV diff_pitch_type_percentage_1_2_diff_ST
## 1                                      0                             0.00000000
## 2                                      0                             0.02973869
## 3                                      0                             0.00000000
##   diff_pitch_type_percentage_1_2_diff_FA diff_pitch_type_percentage_1_2_diff_CS
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_NA diff_pitch_type_percentage_1_2_diff_PO
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_KN diff_pitch_type_percentage_1_2_diff_EP
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_FO diff_pitch_type_percentage_1_2_diff_SC
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FC diff_pitch_type_percentage_2_3_diff_FF
## 1                                      0                             -0.2788539
## 2                                      0                             -0.1802289
## 3                                      0                              0.2291667
##   diff_pitch_type_percentage_2_3_diff_SL diff_pitch_type_percentage_2_3_diff_CH
## 1                             -0.1310116                            -0.01733498
## 2                              0.0000000                            -0.01346659
## 3                             -0.2500000                             0.02083333
##   diff_pitch_type_percentage_2_3_diff_SI diff_pitch_type_percentage_2_3_diff_KC
## 1                           -0.006132897                                      0
## 2                            0.000000000                                      0
## 3                            0.000000000                                      0
##   diff_pitch_type_percentage_2_3_diff_CU diff_pitch_type_percentage_2_3_diff_SV
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FS diff_pitch_type_percentage_2_3_diff_ST
## 1                                      0                             0.00000000
## 2                                      0                            -0.07297116
## 3                                      0                             0.00000000
##   diff_pitch_type_percentage_2_3_diff_EP diff_pitch_type_percentage_2_3_diff_CS
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_NA diff_pitch_type_percentage_2_3_diff_KN
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FA diff_pitch_type_percentage_2_3_diff_PO
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FO xwoba_times_faced_1
## 1                                      0           0.3454444
## 2                                      0           0.3678880
## 3                                      0           0.3845556
##   xwoba_times_faced_2 xwoba_times_faced_3 xwoba_times_faced_4
## 1           0.3099206           0.3420208                  NA
## 2           0.2756132           0.3463333                  NA
## 3           0.1730000           0.4416667                  NA
##   xwoba_times_faced_5 xwoba_faced_diff_1_2 xwoba_faced_diff_2_3
## 1                  NA          -0.03552372           0.03210020
## 2                  NA          -0.09227472           0.07072009
## 3                  NA          -0.21155556           0.26866667
##   avg_pitch_number_endurance avg_rolling_avg_velocity avg_first_pitch_velocity
## 1                     42.125                 92.44167                     94.2
## 2                     77.000                 93.93333                     95.9
## 3                         NA                       NA                       NA
##      X inning_role length_role matchup_role leverage_role
## 1  234        none        long          RHH           low
## 2 2053        none        long          RHH          none
## 3 1590        none        long          RHH          none
head(RyanWeathers2$pitch_type_percentage_2_SL)
## [1] 0.2364739 0.0000000 0.5000000
mean(full_table$avg_pitch_number_endurance, na.rm = TRUE)
## [1] 35.81681

Ryan Weathers

This cluster focus on how many pitches it takes a pitcher to drop, his usage of different pitches multiple times through the order, and his number of quality pitches. We feel that Weather would improve being moved to a short length role because of his lack of multiple good pitches and his pitch usage through the game. His xwOBA would improve if he only had to face a hitter once per game.

clusters_3 <- clusters_of_interest %>%
  filter(list_object == 19 & cluster == 116) %>%
  select(name, throws, pitcher, year, IP, length_role,leverage_role, xwoba, list_of_lists[[19]])
clusters_3
##                    name throws pitcher year    IP length_role leverage_role
## 94       Michael Kopech      R  656629 2021  69.1        none          none
## 1000    Spencer Strider      R  675911 2023 186.2        <NA>          <NA>
## 13881   Raisel Iglesias      R  628452 2021  70.0       short          high
## 15462     Liam Hendriks      R  521230 2022  57.2       short          high
## 17681      Ryan Helsley      R  664854 2022  64.2       short          high
## 1853       Andres Munoz      R  662253 2022  65.0       short          high
## 20041 Robert Stephenson      R  596112 2023  52.1       short          high
## 20631    Devin Williams      R  642207 2023  58.2       short          high
## 21111    Pete Fairbanks      R  664126 2023  45.1       short          high
## 25631        Josh Hader      L  623352 2023  56.1       short          high
## 941      Michael Kopech      R  656629 2021  69.1        none          none
## 10001   Spencer Strider      R  675911 2023 186.2        <NA>          <NA>
## 13882   Raisel Iglesias      R  628452 2021  70.0       short          high
## 15463     Liam Hendriks      R  521230 2022  57.2       short          high
## 17682      Ryan Helsley      R  664854 2022  64.2       short          high
## 18531      Andres Munoz      R  662253 2022  65.0       short          high
## 20042 Robert Stephenson      R  596112 2023  52.1       short          high
## 20632    Devin Williams      R  642207 2023  58.2       short          high
## 21112    Pete Fairbanks      R  664126 2023  45.1       short          high
## 25632        Josh Hader      L  623352 2023  56.1       short          high
##           xwoba     K_pct  K_per_9  KsperOut
## 94    0.2615857 0.3614232 13.32945 0.4936832
## 1000  0.2744475 0.3683000 13.54819 0.5017848
## 13881 0.2420662 0.3773000 13.24286 0.4904762
## 15462 0.2591834 0.3617000 13.26589 0.4913292
## 17681 0.2266429 0.3933000 13.08247 0.4845358
## 1853  0.2089218 0.3871000 13.29231 0.4923077
## 20041 0.2592929 0.3831000 13.24205 0.4904462
## 20631 0.2545502 0.3766000 13.34658 0.4943179
## 21111 0.2536339 0.3696000 13.50001 0.5000004
## 25631 0.2408018 0.3680000 13.57989 0.5029589
## 941   0.2615857 0.3614232 13.32945 0.4936832
## 10001 0.2744475 0.3683000 13.54819 0.5017848
## 13882 0.2420662 0.3773000 13.24286 0.4904762
## 15463 0.2591834 0.3617000 13.26589 0.4913292
## 17682 0.2266429 0.3933000 13.08247 0.4845358
## 18531 0.2089218 0.3871000 13.29231 0.4923077
## 20042 0.2592929 0.3831000 13.24205 0.4904462
## 20632 0.2545502 0.3766000 13.34658 0.4943179
## 21112 0.2536339 0.3696000 13.50001 0.5000004
## 25632 0.2408018 0.3680000 13.57989 0.5029589
MichaelKopech <- clusters_3[1,]
MichaelKopech2 <- full_table %>%
  filter(name == "Michael Kopech")
head(MichaelKopech2)
##             name pitcher throws    IP year    FA_pct    SL_pct CT_pct
## 1 Michael Kopech  656629      R  69.1 2021 0.6435021 0.2672558     NA
## 2 Michael Kopech  656629      R 128.4 2023 0.6151766 0.2728274     NA
## 3 Michael Kopech  656629      R 119.1 2022 0.6174000 0.2592000     NA
##       CB_pct     CH_pct SF_pct KN_pct XX_pct   vFA_sc vFC_sc vFS_sc vFO_sc
## 1 0.06391684 0.02532526     NA     NA     NA 97.30059     NA     NA     NA
## 2 0.03825025 0.07374569     NA     NA     NA 95.16631     NA     NA     NA
## 3 0.11090000 0.01240000     NA     NA  5e-04 94.86925     NA     NA     NA
##   vSI_sc   vSL_sc   vCU_sc vKC_sc vEP_sc   vCH_sc vSC_sc vKN_sc   FA_X_sc
## 1     NA 84.11487 78.74587     NA     NA 89.80278     NA     NA -6.239336
## 2     NA 84.80733       NA     NA     NA 88.66398     NA     NA -5.926971
## 3     NA 84.31415 78.37756     NA     NA 85.18400     NA     NA -6.283115
##   FC_X_sc FS_X_sc FO_X_sc SI_X_sc  SL_X_sc  CU_X_sc KC_X_sc EP_X_sc   CH_X_sc
## 1      NA      NA      NA      NA 4.468939 4.846328      NA      NA -8.388606
## 2      NA      NA      NA      NA 2.226905       NA      NA      NA -8.916346
## 3      NA      NA      NA      NA 1.862346 3.842341      NA      NA -7.944800
##   SC_X_sc KN_X_sc   FA_Z_sc FC_Z_sc FS_Z_sc FO_Z_sc SI_Z_sc    SL_Z_sc
## 1      NA      NA 10.823971      NA      NA      NA      NA -0.2508710
## 2      NA      NA  9.997852      NA      NA      NA      NA  0.1933322
## 3      NA      NA 10.879096      NA      NA      NA      NA -0.7870577
##     CU_Z_sc KC_Z_sc EP_Z_sc  CH_Z_sc SC_Z_sc KN_Z_sc    VAA_CU VAA_FA    VAA_FF
## 1 -3.963581      NA      NA 5.208858      NA      NA -9.521258     NA -4.314634
## 2        NA      NA      NA 4.475475      NA      NA -9.092484     NA -4.333959
## 3 -4.037951      NA      NA 5.642000      NA      NA -9.222735     NA -4.356315
##   VAA_SI    VAA_SL    VAA_CH VAA_CS VAA_FC VAA_EP    VAA_PO VAA_ST VAA_FS
## 1     NA -8.069673 -6.712667     NA     NA     NA        NA     NA     NA
## 2     NA -7.782939 -6.356264     NA     NA     NA        NA     NA     NA
## 3     NA -8.027837 -5.164233     NA     NA     NA -4.989359     NA     NA
##   VAA_KC VAA_SV VAA_NA VAA_FO VAA_KN VAA_SC   HAA_CU HAA_FA   HAA_FF HAA_SI
## 1     NA     NA     NA     NA     NA     NA 3.502265     NA 1.265020     NA
## 2     NA     NA     NA     NA     NA     NA 3.180157     NA 1.855332     NA
## 3     NA     NA     NA     NA     NA     NA 3.343259     NA 1.168882     NA
##     HAA_SL    HAA_CH HAA_CS HAA_FC HAA_EP    HAA_PO HAA_ST HAA_FS HAA_KC HAA_SV
## 1 3.955371 0.6405161     NA     NA     NA        NA     NA     NA     NA     NA
## 2 3.712904 0.6251607     NA     NA     NA        NA     NA     NA     NA     NA
## 3 3.556743 0.2873027     NA     NA     NA -0.520467     NA     NA     NA     NA
##   HAA_NA HAA_FO HAA_KN HAA_SC Pit_plus_CH Pit_plus_CU Pit_plus_FA Pit_plus_SI
## 1     NA     NA     NA     NA   103.25687    96.27085   112.05197          NA
## 2     NA     NA     NA     NA    75.45270          NA    94.01520          NA
## 3     NA     NA     NA     NA    86.63333    97.19024    99.70912          NA
##   Pit_plus_SL Pit_plus_KC Pit_plus_FC Pit_plus_FS Pit_plus_FO Pitching_plus
## 1   116.39600          NA          NA          NA          NA     112.45017
## 2    98.84719          NA          NA          NA          NA      94.05654
## 3   102.78399          NA          NA          NA          NA     100.10264
##   NumberofStuffPitches plus_stuff_pitches     xwoba   xwoba_r   xwoba_l
## 1                    3                  3 0.2615857 0.2844578 0.2282807
## 2                    0                  0 0.3636836 0.3412667 0.3867938
## 3                    1                  1 0.3119472 0.3051264 0.3207349
##       K_pct     BB_pct   K_per_9      NameASCII  KsperOut  wFB_per_c  wSL_per_c
## 1 0.3614232 0.08417053 13.329447 Michael Kopech 0.4936832  0.6746414  1.1711282
## 2 0.2267569 0.15395381  9.366660 Michael Kopech 0.3469133 -0.6329878 -1.8164209
## 3 0.2126000 0.11540000  7.919017 Michael Kopech 0.2932969  0.7659428 -0.7549328
##   wCT_per_c  wCB_per_c wCH_per_c wSF_per_c wKN_per_c FA_pct_sc
## 1        NA -1.0438458  1.362564        NA        NA 0.6442253
## 2        NA  0.6788962 -0.928329        NA        NA 0.6143041
## 3        NA  1.2352197 -0.979096        NA        NA 0.6176000
##   pitch_type_percentage_1_FF pitch_type_percentage_1_CU
## 1                  0.6317198                 0.03129781
## 2                  0.6080257                 0.02616796
## 3                  0.6402386                 0.08864722
##   pitch_type_percentage_1_SI pitch_type_percentage_1_CH
## 1                          0                 0.01391292
## 2                          0                 0.05737238
## 3                          0                 0.01197086
##   pitch_type_percentage_1_SL pitch_type_percentage_1_FC
## 1                  0.3003422                          0
## 2                  0.3084340                          0
## 3                  0.2591433                          0
##   pitch_type_percentage_2_CH pitch_type_percentage_2_FF
## 1                 0.01506031                 0.09821309
## 2                 0.06145871                 0.51882799
## 3                 0.01268670                 0.54076969
##   pitch_type_percentage_2_SI pitch_type_percentage_2_SL
## 1                          0                 0.03906774
## 2                          0                 0.21718599
## 3                          0                 0.21749605
##   pitch_type_percentage_3_FC pitch_type_percentage_3_FF
## 1                          0                  0.0000000
## 2                          0                  0.4493689
## 3                          0                  0.4508235
##   pitch_type_percentage_3_SL pitch_type_percentage_2_FC
## 1                  0.0000000                          0
## 2                  0.1906363                          0
## 3                  0.2060354                          0
##   pitch_type_percentage_3_CH pitch_type_percentage_3_SI
## 1                0.000000000                          0
## 2                0.082965782                          0
## 3                0.006262626                          0
##   pitch_type_percentage_1_KC pitch_type_percentage_2_KC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_KC pitch_type_percentage_1_ST
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_CU pitch_type_percentage_1_FS
## 1                0.006749777                          0
## 2                0.035860648                          0
## 3                0.147871088                          0
##   pitch_type_percentage_2_FS pitch_type_percentage_3_CU
## 1                          0                 0.00000000
## 2                          0                 0.04369567
## 3                          0                 0.09687849
##   pitch_type_percentage_1_SV pitch_type_percentage_2_SV
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_SV pitch_type_percentage_3_FS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_ST pitch_type_percentage_3_ST
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_FF pitch_type_percentage_4_KC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_SL pitch_type_percentage_1_NA
## 1                       0.00                 0.02272727
## 2                       0.00                 0.00000000
## 3                       0.04                 0.00000000
##   pitch_type_percentage_4_CH pitch_type_percentage_1_CS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_CU pitch_type_percentage_4_SI
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_FA pitch_type_percentage_3_EP
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_SC pitch_type_percentage_4_ST
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_FS pitch_type_percentage_1_FA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_FC pitch_type_percentage_2_CS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_CS pitch_type_percentage_1_EP
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_PO pitch_type_percentage_5_SI
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_5_SL pitch_type_percentage_1_KN
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_4_SV pitch_type_percentage_2_NA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_NA pitch_type_percentage_2_PO
## 1                          0                0.000000000
## 2                          0                0.000000000
## 3                          0                0.001176471
##   pitch_type_percentage_2_KN pitch_type_percentage_3_KN
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_5_CH pitch_type_percentage_4_CS
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_EP pitch_type_percentage_3_FA
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_PO pitch_type_percentage_5_CU
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_5_FF pitch_type_percentage_5_KC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_1_FO pitch_type_percentage_2_FO
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_3_FO pitch_type_percentage_5_FC
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   pitch_type_percentage_2_SC pitch_type_percentage_4_FO
## 1                          0                          0
## 2                          0                          0
## 3                          0                          0
##   diff_pitch_type_percentage_1_2_diff_CH diff_pitch_type_percentage_1_2_diff_FF
## 1                            0.001147385                            -0.53350676
## 2                            0.004086328                            -0.08919769
## 3                            0.000715836                            -0.09946888
##   diff_pitch_type_percentage_1_2_diff_SI diff_pitch_type_percentage_1_2_diff_SL
## 1                                      0                            -0.26127442
## 2                                      0                            -0.09124799
## 3                                      0                            -0.04164729
##   diff_pitch_type_percentage_1_2_diff_FC diff_pitch_type_percentage_1_2_diff_KC
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_CU diff_pitch_type_percentage_1_2_diff_FS
## 1                           -0.024548031                                      0
## 2                            0.009692685                                      0
## 3                            0.059223864                                      0
##   diff_pitch_type_percentage_1_2_diff_SV diff_pitch_type_percentage_1_2_diff_ST
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_FA diff_pitch_type_percentage_1_2_diff_CS
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_NA diff_pitch_type_percentage_1_2_diff_PO
## 1                            -0.02272727                            0.000000000
## 2                             0.00000000                            0.000000000
## 3                             0.00000000                            0.001176471
##   diff_pitch_type_percentage_1_2_diff_KN diff_pitch_type_percentage_1_2_diff_EP
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_FO diff_pitch_type_percentage_1_2_diff_SC
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FC diff_pitch_type_percentage_2_3_diff_FF
## 1                                      0                            -0.09821309
## 2                                      0                            -0.06945909
## 3                                      0                            -0.08994622
##   diff_pitch_type_percentage_2_3_diff_SL diff_pitch_type_percentage_2_3_diff_CH
## 1                            -0.03906774                           -0.015060308
## 2                            -0.02654968                            0.021507076
## 3                            -0.01146065                           -0.006424069
##   diff_pitch_type_percentage_2_3_diff_SI diff_pitch_type_percentage_2_3_diff_KC
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_CU diff_pitch_type_percentage_2_3_diff_SV
## 1                           -0.006749777                                      0
## 2                            0.007835022                                      0
## 3                           -0.050992597                                      0
##   diff_pitch_type_percentage_2_3_diff_FS diff_pitch_type_percentage_2_3_diff_ST
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_EP diff_pitch_type_percentage_2_3_diff_CS
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_NA diff_pitch_type_percentage_2_3_diff_KN
## 1                                      0                                      0
## 2                                      0                                      0
## 3                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FA diff_pitch_type_percentage_2_3_diff_PO
## 1                                      0                            0.000000000
## 2                                      0                            0.000000000
## 3                                      0                           -0.001176471
##   diff_pitch_type_percentage_2_3_diff_FO xwoba_times_faced_1
## 1                                      0           0.2545386
## 2                                      0           0.3780903
## 3                                      0           0.3296411
##   xwoba_times_faced_2 xwoba_times_faced_3 xwoba_times_faced_4
## 1           0.3410053                  NA                  NA
## 2           0.3188800           0.4396440                  NA
## 3           0.3014795           0.2735452               0.023
##   xwoba_times_faced_5 xwoba_faced_diff_1_2 xwoba_faced_diff_2_3
## 1                  NA           0.08646674                   NA
## 2                  NA          -0.05921028           0.12076400
## 3                  NA          -0.02816164          -0.02793431
##   avg_pitch_number_endurance avg_rolling_avg_velocity avg_first_pitch_velocity
## 1                   27.22222                 96.20370                 97.93333
## 2                   32.45455                 93.80606                 95.65758
## 3                   48.40000                 93.20000                 94.97333
##      X inning_role length_role matchup_role leverage_role
## 1   40        none        none         none          none
## 2 2052        none        none         none           low
## 3  929        none        none         none           low
list_of_lists[[19]]
## [1] "K_pct"    "K_per_9"  "KsperOut"

Michael Kopech

This cluster focuses on strikeouts. Right now Kopech does not have a length or leverage role associated with him. Due to his good strikeout rates and very low xwOBA we feel that he could have success in short high leverage situations. His metrics line up closely with the others in this cluster that are in high leverage and short roles.

Visualizations Appendix

Kopech_data <- clusters_of_interest %>%
  mutate(Kopech = if_else(name == 'Michael Kopech', 'Michael Kopech', 'Other'))

Kopech_boxplot <- ggplot(Kopech_data,
                         aes(x = factor(Kopech),
                             y = K_pct,
                             fill = factor(Kopech))) +
  geom_boxplot() +
  labs(x = "Kopech", y = "K Percentage") +
  scale_fill_manual(values = c("Michael Kopech" = "blue", "Other" = "gray"))  # Adjust colors as needed

print(Kopech_boxplot)

This boxplot shows that during Kopech’s three years he has a substantially higher Strikeout percentage compared to the rest of the pitchers in the data set.

graph_cluster_1 <- clusters_of_interest %>%
mutate(in_cluster = if_else(list_object == 18 & cluster == 150, 1,0))
graph_cluster_1
##       list_object cluster     role                  name pitcher throws    IP
## 479             1       1 Leverage         Carson Spiers  686730      R  13.0
## 532             1       1 Leverage          Wes Benjamin  605138      L  22.2
## 1032            1       1 Leverage           Sean Manaea  640455      L 179.1
## 1042            1       1 Leverage      Reiver Sanmartin  665665      L  11.2
## 1047            1       1 Leverage             Jake Latz  656641      L   4.2
## 1964            1       1 Leverage           Ryan Tepera  572193      R  10.2
## 2148            1       1 Leverage            Josh Rojas  668942      R   2.0
## 2154            1       1 Leverage            Rene Pinto  650907      R   1.0
## 2192            1       1 Leverage         Braden Bristo  668754      R   7.0
## 2241            1       1 Leverage             Juan Then  672730      R  11.0
## 447             1      17 Leverage           Keaton Winn  676775      R  42.1
## 490             1      17 Leverage           David Price  456034      L  73.2
## 496             1      17 Leverage          Wade LeBlanc  453281      L  48.3
## 923             1      17 Leverage       Vince Velasquez  592826      R  37.1
## 1038            1      17 Leverage        Framber Valdez  664285      L 134.2
## 1960            1      17 Leverage          Chris Owings  572008      R   1.0
## 1984            1      17 Leverage        Spencer Patton  607359      R  12.1
## 1996            1      17 Leverage       Ildemaro Vargas  545121      R   2.0
## 2009            1      17 Leverage         Joey Krehbiel  607216      R   5.0
## 2051            1      17 Leverage           Adam Cimber  643256      R  20.2
## 2085            1      17 Leverage          Reed Garrett  657585      R  19.2
## 342             1      20 Leverage            Luis Cessa  570666      R  26.0
## 362             1      20 Leverage          Zack Littell  641793      R  89.3
## 896             1      20 Leverage         Xzavion Curry  675540      R   9.1
## 1195            1      20 Leverage     Hunter Strickland  519326      R  58.2
## 1389            1      20 Leverage            Yoan Lopez  661255      R  12.1
## 1393            1      20 Leverage         David Paulino  600944      R   2.0
## 1463            1      20 Leverage          Kodi Whitley  676831      R  25.1
## 1767            1      20 Leverage          Cody Stashak  664054      R  16.1
## 2587            1      20 Leverage           Danny Young  664849      L   8.1
## 2607            1      20 Leverage           Anthony Kay  641743      L  14.2
## 137             1      86   Length       Griffin Canning  656288      R  62.2
## 258             1      86   Length         Jimmy Lambert  669424      R  46.3
## 377             1      86   Length         Brett Kennedy  664028      R  18.0
## 1581            1      86   Length Christian Bethancourt  542194      R   4.0
## 1640            1      86   Length            Lucas Sims  608371      R   6.2
## 2382            1      86   Length          Brett Martin  656685      L  62.1
## 2503            1      86   Length           Colin Poche  621363      L  58.2
## 2622            1      86   Length           Josh Walker  677020      L  10.0
## 69              1     102   Length           Mike Mayers  594577      R  74.3
## 136             1     102   Length        Brandon Bielak  656232      R  49.3
## 1101            1     102   Length        Patrick Corbin  571578      L 180.0
## 1268            1     102   Length        Archie Bradley  605151      R  51.0
## 1279            1     102   Length           Dylan Floro  571670      R  64.0
## 1308            1     102   Length            Rowan Wick  592858      R  23.0
## 1324            1     102   Length          Andrew Knapp  595284      R   0.1
## 1330            1     102   Length            Alex Reyes  621052      R  72.1
## 2104            1     102   Length           Josh Lester  623507      R   1.0
## 2314            1     102   Length          Anthony Gose  543238      L   6.2
## 2381            1     102   Length           Josh Taylor  657031      L  47.2
## 55              1     136   Length            Alec Mills  621219      R 118.3
## 1153            1     136   Length             Joe Smith  501925      R  39.2
## 1439            1     136   Length     Brandyn Sittinger  670087      R   4.2
## 1617            1     136   Length             Seth Lugo  607625      R  65.0
## 1653            1     136   Length         Matt Reynolds  608703      R   1.1
## 1737            1     136   Length       Domingo Acevedo  642758      R  67.2
## 1926            1     136   Length         Robert Suarez  663158      R  47.2
## 2300            1     136   Length        Victor Mederos  682989      R   3.0
## 238             1     186 Leverage          Mitch Keller  656605      R 159.0
## 1077            1     186 Leverage         Justin Steele  657006      L 119.0
## 1159            1     186 Leverage           Pedro Strop  467008      R   2.0
## 1253            1     186 Leverage          Kevin Pillar  607680      R   0.1
## 1387            1     186 Leverage       Domingo Acevedo  642758      R  11.0
## 1450            1     186 Leverage        Raynel Espinal  642659      R   2.0
## 1915            1     186 Leverage          Frank German  681464      R   4.0
## 2483            1     186 Leverage         Jose Castillo  620454      L   1.0
## 612             1     215   Length    Matthew Liberatore  669461      L  34.2
## 1229            1     215   Length       Ronald Torreyes  591720      R   2.2
## 1231            1     215   Length             A.J. Cole  595918      R   8.0
## 1349            1     215   Length       Phillips Valdez  570488      R  40.0
## 1553            1     215   Length          Ryan Brasier  518489      R  62.1
## 1660            1     215   Length          Yunior Marte  628708      R  48.0
## 1663            1     215   Length          Jose Leclerc  600917      R  47.2
## 1959            1     215   Length Christian Bethancourt  542194      R   0.1
## 6121            1     215 Leverage    Matthew Liberatore  669461      L  34.2
## 12291           1     215 Leverage       Ronald Torreyes  591720      R   2.2
## 12311           1     215 Leverage             A.J. Cole  595918      R   8.0
## 13491           1     215 Leverage       Phillips Valdez  570488      R  40.0
## 15531           1     215 Leverage          Ryan Brasier  518489      R  62.1
## 16601           1     215 Leverage          Yunior Marte  628708      R  48.0
## 16631           1     215 Leverage          Jose Leclerc  600917      R  47.2
## 19591           1     215 Leverage Christian Bethancourt  542194      R   0.1
## 476             1     218   Length     Carmen Mlodzinski  669387      R  35.3
## 527             1     218   Length           Sam Hentges  656529      L  68.2
## 576             1     218   Length          Sean Newcomb  656794      L  27.2
## 2047            1     218   Length         Brandon Dixon  641525      R   1.0
## 2118            1     218   Length   Enyel De Los Santos  660853      R  65.2
## 2133            1     218   Length           Lucas Erceg  668674      R  55.0
## 2134            1     218   Length        Zach McKinstry  656716      R   1.0
## 2139            1     218   Length          Zach Jackson  667427      R  18.0
## 2181            1     218   Length     Daysbel Hernandez  678226      R   3.2
## 2190            1     218   Length         Peter Solomon  656981      R  13.1
## 2205            1     218   Length        Emmanuel Clase  661403      R  72.2
## 2206            1     218   Length         Seth Martinez  661527      R  43.0
## 758             2      43   Length         Shohei Ohtani  660271      R 130.1
## 820             2      43   Length           Zach Davies  605200      R 134.1
## 1535            2      43   Length            Nick Mears  683232      R  23.1
## 1546            2      43   Length         Liam Hendriks  521230      R  57.2
## 1555            2      43   Length      Huascar Brazoban  623211      R  32.0
## 1618            2      43   Length         Blake Treinen  595014      R   5.0
## 1684            2      43   Length          Corey Knebel  608349      R  44.2
## 1740            2      43   Length            Yoan Lopez  661255      R  11.0
## 1746            2      43   Length         Daniel Duarte  650960      R   2.2
## 2515            2      43   Length          Jake Fishman  670288      L  11.0
## 2577            2      43   Length         Angel Perdomo  622780      L  29.0
## 537             2      50 Leverage        Daniel Castano  641447      L  20.1
## 960             2      50 Leverage           Dylan Cease  656302      R 177.0
## 1068            2      50 Leverage          Hyun Jin Ryu  547943      L  27.0
## 12531           2      50 Leverage          Kevin Pillar  607680      R   0.1
## 1301            2      50 Leverage           Chris Mazza  607391      R  27.1
## 1487            2      50 Leverage        Jeremy Beasley  676886      R   9.1
## 1508            2      50 Leverage        Demarcus Evans  663770      R  26.1
## 1735            2      50 Leverage         Luis F. Ortiz  656814      R   8.2
## 2294            2      50 Leverage         John McMillon  669111      R   4.0
## 805             2     115   Length     Stephen Strasburg  544931      R   4.2
## 1563            2     115   Length           Ian Kennedy  453178      R  50.1
## 1576            2     115   Length        Ehire Adrianza  501303      R   1.0
## 1578            2     115   Length           Kirby Yates  489446      R   7.0
## 1588            2     115   Length        Randal Grichuk  545341      R   1.0
## 1606            2     115   Length            Jason Adam  592094      R  63.1
## 1644            2     115   Length          Carson Kelly  608348      R   4.2
## 1650            2     115   Length      Kyle Barraclough  607457      R   9.0
## 1655            2     115   Length        Kevin Plawecki  608700      R   1.0
## 1679            2     115   Length         Reyes Moronta  606625      R  37.2
## 1698            2     115   Length      Keynan Middleton  641871      R  17.0
## 1712            2     115   Length    Willians Astudillo  553902      R   2.0
## 1722            2     115   Length             Jake Reed  596082      R  16.2
## 1745            2     115   Length    Jonathan Hernandez  642546      R  30.1
## 2562            2     115   Length         Daniel Norris  596057      L  12.2
## 366             2     146   Length           Luke Weaver  596133      R 123.2
## 389             2     146   Length           Miguel Diaz  622766      R  14.0
## 424             2     146   Length        James McArthur  663704      R  23.1
## 1627            2     146   Length    Jackie Bradley Jr.  598265      R   1.0
## 1668            2     146   Length            Rowan Wick  592858      R  64.0
## 2123            2     146   Length           Seby Zavala  664874      R   0.2
## 2146            2     146   Length          Jordan Hicks  663855      R  65.2
## 21811           2     146   Length     Daysbel Hernandez  678226      R   3.2
## 231             3      81   Length        Daniel Mengden  596043      R   6.3
## 592             3      81   Length      Reiver Sanmartin  665665      L  56.3
## 813             3      81   Length        Jerad Eickhoff  595191      R   4.1
## 1088            3      81   Length           Cole Ragans  666142      L  40.0
## 1449            3      81   Length          Jorge Alcala  660896      R  59.2
## 1670            3      81   Length        Andres Machado  600921      R  59.1
## 1945            3      81   Length           Luis Garcia  472610      R  59.2
## 2306            3      81   Length        Mitch Moreland  519048      L   1.0
## 2527            3      81   Length             John King  667463      L  51.1
## 340             4      37 Leverage        Michael Fulmer  605242      R  57.0
## 429             4      37 Leverage          Javier Assad  665871      R 108.4
## 807             4      37 Leverage          Jacob deGrom  594798      R  64.1
## 9231            4      37 Leverage       Vince Velasquez  592826      R  37.1
## 1867            4      37 Leverage        Aneurys Zabala  656008      R   2.2
## 1956            4      37 Leverage          Paolo Espino  502179      R   4.0
## 2334            4      37 Leverage            Adam Eaton  594809      L   1.0
## 2450            4      37 Leverage       Joely Rodriguez  570257      L  50.1
## 372             4      55 Leverage         Jack Flaherty  656427      R 144.1
## 412             4      55 Leverage            Adam Oller  670124      R  19.2
## 775             4      55 Leverage          Ryan Feltner  663372      R   6.1
## 1358            4      55 Leverage         Akeem Bostick  641384      R   1.0
## 1448            4      55 Leverage          Bryan Garcia  650530      R  39.1
## 1899            4      55 Leverage          Easton McGee  668834      R   3.0
## 1939            4      55 Leverage       Eduardo Escobar  500871      R   3.2
## 2302            4      55 Leverage          Oliver Perez  424144      L   3.2
## 347             4      79 Leverage           JT Chargois  608638      R  42.1
## 743             4      79 Leverage       Sandy Alcantara  645261      R 205.2
## 1374            4      79 Leverage          Roel Ramirez  641995      R   0.1
## 1376            4      79 Leverage         Dusten Knight  643400      R   8.2
## 14871           4      79 Leverage        Jeremy Beasley  676886      R   9.1
## 1509            4      79 Leverage          Dauri Moreta  664294      R   3.2
## 1874            4      79 Leverage           Alejo Lopez  664670      R   2.2
## 2270            4      79 Leverage           Devin Sweet  682967      R   8.2
## 711             4      83   Length           Gerrit Cole  543037      R 181.1
## 10421           4      83   Length      Reiver Sanmartin  665665      L  11.2
## 1161            4      83   Length         Mark Melancon  453343      R  64.2
## 1235            4      83   Length          Luke Jackson  592426      R  63.2
## 1300            4      83   Length      Daniel Robertson  621002      R   1.0
## 1320            4      83   Length           Buck Farmer  571656      R  35.1
## 2238            4      83   Length        Brenan Hanifee  669724      R   5.0
## 2569            4      83   Length          Aaron Bummer  607481      L  58.1
## 395             4     145   Length       Trevor Richards  670950      R  72.2
## 1429            4     145   Length         Scott Effross  664123      R  14.2
## 1440            4     145   Length  Seranthony Dominguez  622554      R   1.0
## 1443            4     145   Length       Trevor Richards  670950      R  64.1
## 1474            4     145   Length        Trevor Stephan  663986      R  63.1
## 1501            4     145   Length        J.B. Bukauskas  656266      R  17.1
## 1502            4     145   Length          Nick Sandlin  680704      R  33.2
## 1504            4     145   Length        Eduard Bazardo  660825      R   3.0
## 1516            4     145   Length         Kervin Castro  665645      R  13.1
## 1922            4     145   Length           Cole Waites  686972      R   5.2
## 222             5       1   Length        Reynaldo Lopez  625643      R  65.1
## 4791            5       1   Length         Carson Spiers  686730      R  13.0
## 1254            5       1   Length             Seth Lugo  607625      R  46.1
## 1343            5       1   Length         Jack Mayfield  608686      R   0.1
## 1671            5       1   Length          Luis Perdomo  606131      R  23.2
## 1705            5       1   Length         Hunter Harvey  640451      R  39.1
## 1719            5       1   Length          Victor Arano  644364      R  42.0
## 1830            5       1   Length           Jhon Romero  664584      R   5.0
## 1172            5       3   Length          Ryan Brasier  518489      R  12.0
## 11951           5       3   Length     Hunter Strickland  519326      R  58.2
## 1311            5       3   Length         Dillon Maples  596027      R  31.1
## 1313            5       3   Length        Andres Machado  600921      R  35.2
## 1353            5       3   Length        Devin Williams  642207      R  54.0
## 1360            5       3   Length       Stefan Crichton  592233      R  23.1
## 1895            5       3   Length            Luis Frias  666818      R  17.0
## 1983            5       3   Length         Jace Peterson  607054      R   2.0
## 2248            5       3   Length           Cody Bolton  675989      R  21.1
## 2357            5       3   Length           Adam Conley  543045      L  19.2
## 226             5       4   Length   Julian Merryweather  657240      R  26.2
## 480             5       4   Length         Louie Varland  686973      R  68.0
## 845             5       4   Length           JT Brubaker  664141      R 144.0
## 1552            5       4   Length       Arodys Vizcaino  527055      R   5.2
## 1609            5       4   Length           Yimi Garcia  554340      R  61.0
## 1703            5       4   Length         Jack Mayfield  608686      R   1.0
## 1728            5       4   Length         James Norwood  656803      R  17.1
## 2145            5       4   Length      Guillermo Zuniga  670871      R   2.0
## 249             5      12   Length        Freddy Peralta  642547      R  77.3
## 251             5      12   Length           Tommy Nance  667297      R  43.2
## 506             5      12   Length            Drew Smyly  592767      L 126.2
## 556             5      12   Length        Packy Naughton  676050      L  22.2
## 1208            5      12   Length           Sergio Romo  489265      R  61.2
## 1283            5      12   Length     Richard Rodriguez  593144      R  64.1
## 1284            5      12   Length     Robert Stephenson  596112      R  46.0
## 2345            5      12   Length          Alex Claudio  592222      L  32.2
## 2565            5      12   Length          Amir Garrett  607237      L  24.1
## 317             5      25   Length       Hayden Wesneski  669713      R  32.3
## 335             5      25   Length          John Brebbia  605154      R  37.4
## 663             5      25   Length          Josh Fleming  676596      L  51.2
## 1333            5      25   Length          Kyle McGowin  641851      R  30.0
## 1475            5      25   Length           Jhon Romero  664584      R   4.0
## 19961           5      25   Length       Ildemaro Vargas  545121      R   2.0
## 2113            5      25   Length          Ryan Helsley  664854      R  36.2
## 2368            5      25   Length          Kent Emanuel  592288      L  17.2
## 22              5      34   Length       David Robertson  502085      R  12.0
## 63              5      34   Length          Corey Knebel  608349      R  25.2
## 168             5      34   Length           Luis Patino  672715      R  77.1
## 174             5      34   Length             Matt Bush  456713      R  59.2
## 673             5      34   Length            Austin Cox  680735      L  35.2
## 1177            5      34   Length          Jose Cisnero  542585      R  61.2
## 1180            5      34   Length         Craig Kimbrel  518886      R  59.2
## 1260            5      34   Length        Chris Devenski  606965      R   7.1
## 1744            5      34   Length           Javy Guerra  642770      R  18.0
## 1759            5      34   Length            Drew Smith  622098      R  46.0
## 2222            5      34   Length         Elvis Peguero  665625      R  61.1
## 2362            5      34   Length            Tyler Webb  643778      L  16.1
## 2530            5      34   Length           Damon Jones  676103      L   4.2
## 2600            5      34   Length          Gregory Soto  642397      L  60.1
## 2641            5      34   Length        Brent Headrick  687396      L  25.2
## 7581            5      89 Leverage         Shohei Ohtani  660271      R 130.1
## 1178            5      89 Leverage          Steve Cishek  518553      R  68.1
## 1287            5      89 Leverage         Jharel Cotton  605194      R  30.2
## 1445            5      89 Leverage           Jake Rogers  668670      R   1.0
## 19561           5      89 Leverage          Paolo Espino  502179      R   4.0
## 2229            5      89 Leverage          Max Castillo  666721      R  20.1
## 2246            5      89 Leverage       Eduardo Salazar  674285      R  12.1
## 2312            5      89 Leverage         Fernando Abad  472551      L  17.2
## 2412            5      89 Leverage            Ben Bowden  641386      L  35.2
## 173             5      90   Length        Drew Rasmussen  656876      R  76.0
## 315             5      90   Length       Spencer Strider  675911      R 131.2
## 376             5      90   Length         Trevor Megill  656730      R  34.2
## 1630            5      90   Length         Orlando Arcia  606115      R   1.0
## 1646            5      90   Length          Tayler Scott  605463      R  12.0
## 1683            5      90   Length         Kyle Finnegan  640448      R  66.2
## 1891            5      90   Length        Mason Thompson  666168      R  24.2
## 1930            5      90   Length       Zach McAllister  502083      R   5.1
## 2007            5      90   Length           Clay Holmes  605280      R  63.0
## 2252            5      90   Length         Edgar Navarro  679346      R   8.2
## 2471            5      90   Length              Paul Fry  643316      L  13.0
## 2511            5      90   Length   Darwinzon Hernandez  650382      L   6.2
## 152             5      97   Length      Brusdar Graterol  660813      R  33.1
## 307             5      97   Length           Penn Murfee  682171      R  69.1
## 414             5      97   Length      Brusdar Graterol  660813      R  67.1
## 1185            5      97   Length           Ian Kennedy  453178      R  56.1
## 1331            5      97   Length           Lou Trivino  642152      R  73.2
## 1351            5      97   Length         Yefry Ramirez  606162      R   2.0
## 1565            5      97   Length         Yadier Molina  425877      R   2.0
## 1718            5      97   Length          Luis Torrens  620443      R   2.0
## 1808            5      97   Length         Sheldon Neuse  641914      R   3.2
## 2013            5      97   Length        Chris Stratton  608717      R  82.2
## 2031            5      97   Length         Harold Castro  605612      R   2.0
## 2090            5      97   Length       Domingo Acevedo  642758      R   9.1
## 598             5     133   Length            Zach Logue  656657      L  56.3
## 1155            5     133   Length          Darren O'Day  503285      R  10.2
## 13581           5     133   Length         Akeem Bostick  641384      R   1.0
## 1533            5     133   Length          Andrew Wantz  681806      R  27.1
## 2025            5     133   Length          Jose Leclerc  600917      R  57.0
## 2035            5     133   Length     Giovanny Gallegos  606149      R  55.0
## 2307            5     133   Length           Tony Watson  453265      L  57.1
## 2498            5     133   Length          Kolby Allard  663465      L  21.0
## 5321            5     146 Leverage          Wes Benjamin  605138      L  22.2
## 975             5     146 Leverage           Bailey Ober  641927      R 144.1
## 1040            5     146 Leverage         Dillon Peters  596071      L  26.2
## 1214            5     146 Leverage         Shelby Miller  571946      R  12.2
## 1612            5     146 Leverage            Jake Hager  606993      R   2.1
## 2006            5     146 Leverage          Carson Kelly  608348      R   2.2
## 2338            5     146 Leverage            Josh Osich  592612      L  14.1
## 2504            5     146 Leverage        Andrew Vasquez  607755      L   8.2
## 2536            5     146 Leverage           Nate Fisher  688010      L   3.0
## 279             5     160   Length         Steven Wilson  621051      R  53.0
## 351             5     160   Length          Emilio Pagan  641941      R  69.1
## 1336            5     160   Length         Jake Newberry  623470      R   4.1
## 13492           5     160   Length       Phillips Valdez  570488      R  40.0
## 1356            5     160   Length           Ryne Stanek  592773      R  68.1
## 1417            5     160   Length        Ryan Meisinger  664682      R   7.1
## 15091           5     160   Length          Dauri Moreta  664294      R   3.2
## 1542            5     160   Length         Kenley Jansen  445276      R  64.0
## 2055            5     160   Length      Kendall Graveman  608665      R  66.1
## 2273            5     160   Length           Blair Calvo  663971      R   1.0
## 2499            5     160   Length           Kirby Snead  669912      L  44.2
## 2566            5     160   Length         Anthony Banda  607455      L   7.0
## 51              5     163   Length             John Gant  607231      R 109.3
## 365             5     163   Length        Yonny Chirinos  630023      R  84.3
## 552             5     163   Length       Lucas Gilbreath  656458      L  42.2
## 630             5     163   Length           Matt Strahm  621381      L  87.2
## 1493            5     163   Length          Andres Munoz  662253      R   0.2
## 1506            5     163   Length        Emmanuel Clase  661403      R  69.2
## 1514            5     163   Length            Nick Maton  665155      R   0.1
## 1925            5     163   Length     Hirokazu Sawamura  617228      R  50.2
## 2349            5     163   Length            Sam Selman  572125      L  25.0
## 2413            5     163   Length             Kyle Dohy  675971      L   1.0
## 2629            5     163   Length          Joe La Sorsa  686747      L  32.2
## 48              5     186   Length        Pierce Johnson  572955      R  58.2
## 246             5     186   Length         Scott Effross  664123      R  56.2
## 1428            5     186   Length      Julian Fernandez  642759      R   6.2
## 14872           5     186   Length        Jeremy Beasley  676886      R   9.1
## 1503            5     186   Length      Manuel Rodriguez  655889      R  17.2
## 16981           5     186   Length      Keynan Middleton  641871      R  17.0
## 1700            5     186   Length           Adam Cimber  643256      R  70.2
## 2169            5     186   Length          Bligh Madris  676632      R   1.0
## 2178            5     186   Length            Eli Morgan  669212      R  67.1
## 2626            5     186   Length        Jose A. Ferrer  678606      L  34.0
## 3951            5     192   Length       Trevor Richards  670950      R  72.2
## 1270            5     192   Length         Colten Brewer  605155      R   1.0
## 1315            5     192   Length            Keone Kela  605309      R  10.2
## 1381            5     192   Length            Josh James  657624      R   5.0
## 16531           5     192   Length         Matt Reynolds  608703      R   1.1
## 1661            5     192   Length        J.B. Wendelken  605525      R  29.0
## 2027            5     192   Length        Carlos Estevez  608032      R  62.1
## 2128            5     192   Length            Jacob Webb  657097      R  53.2
## 1220            5     193   Length         Jake Petricka  502593      R   6.0
## 1369            5     193   Length         Jordan Luplow  656669      R   1.0
## 1392            5     193   Length         Edgar Santana  650828      R  42.2
## 1751            5     193   Length         Tanner Rainey  663432      R  30.0
## 1988            5     193   Length         Michael Kelly  547184      R  16.2
## 2153            5     193   Length           Bryan Baker  641329      R  45.0
## 2167            5     193   Length           Rico Garcia  670329      R  11.2
## 2437            5     193   Length          Tommy Milone  543548      L  16.2
## 2454            5     193   Length        Danny Coulombe  543056      L  12.1
## 2578            5     193   Length         Jose Alvarado  621237      L  41.1
## 1097            5     212   Length       Clayton Kershaw  477132      L 131.2
## 1209            5     212   Length              Chaz Roe  475054      R   0.2
## 1335            5     212   Length         Jimmie Sherfy  642073      R  15.0
## 1975            5     212   Length          Luke Jackson  592426      R  33.1
## 2187            5     212   Length         Steven Wilson  621051      R  53.0
## 2259            5     212   Length            Kyle Leahy  681517      R   1.2
## 2341            5     212   Length     Alberto Baldonado  593604      L  10.2
## 2453            5     212   Length         Andrew Chafin  605177      L  57.1
## 2522            5     212   Length            Nick Vespi  663989      L  26.1
## 574             5     219 Leverage        Ryan Yarbrough  642232      L  79.3
## 590             5     219 Leverage           Keegan Akin  669211      L  81.2
## 983             5     219 Leverage         Logan Gilbert  669302      R 190.2
## 1013            5     219 Leverage     Madison Bumgarner  518516      L 146.1
## 2076            5     219 Leverage    Isiah Kiner-Falefa  643396      R   4.0
## 2158            5     219 Leverage            Ryder Ryan  656924      R   1.0
## 2177            5     219 Leverage            Chad Smith  663385      R  13.2
## 2324            5     219 Leverage          Rex Brothers  571521      L  53.0
## 182             5     237   Length            Bryan Shaw  543766      R  58.1
## 212             5     237   Length   Duane Underwood Jr.  621249      R  57.1
## 333             5     237   Length         Adrian Houser  605288      R 111.1
## 609             5     237   Length            Kris Bubic  663460      L 129.0
## 1162            5     237   Length        Tyler Chatwood  543022      R  32.0
## 1286            5     237   Length           Clay Holmes  605280      R  70.0
## 1426            5     237   Length         Josh Staumont  622251      R  65.2
## 1611            5     237   Length         Domingo Tapia  593619      R  17.0
## 1882            5     237   Length      Peter Strzelecki  657265      R  35.0
## 1958            5     237   Length             Joe Kelly  523260      R  39.1
## 2038            5     237   Length         Kyle Finnegan  640448      R  69.1
## 2467            5     237   Length             Tim Mayza  641835      L  48.2
## 756             5     239 Leverage        Connor Seabold  657756      R   3.0
## 780             5     239 Leverage         Logan Gilbert  669302      R 119.1
## 991             5     239 Leverage          Brady Singer  663903      R 159.2
## 1305            5     239 Leverage             Jose Ruiz  614179      R  65.0
## 1373            5     239 Leverage        Luis Guillorme  641645      R   1.0
## 1459            5     239 Leverage           Matt Foster  641582      R  39.0
## 1594            5     239 Leverage     Andrelton Simmons  592743      R   1.0
## 1860            5     239 Leverage          Kody Clemens  665019      R   7.0
## 613             5     240   Length           Angel Zerpa  672582      L  11.0
## 1108            5     240   Length             Max Fried  608331      L  77.2
## 2279            5     240   Length           Cole Waites  686972      R   2.1
## 2310            5     240   Length         Anthony Rizzo  519203      L   0.2
## 2333            5     240   Length          Grant Dayton  594795      L  13.0
## 2348            5     240   Length           Hoby Milner  571948      L  21.2
## 2372            5     240   Length              Sam Clay  621348      L  45.0
## 2526            5     240   Length        Brendon Little  663893      L   0.2
## 2574            5     240   Length             Matt Gage  657424      L   6.2
## 111             5     258   Length       Thomas Eshelman  664045      R  27.2
## 1438            5     258   Length           Tommy Nance  667297      R  28.2
## 15041           5     258   Length        Eduard Bazardo  660825      R   3.0
## 1811            5     258   Length         Mike Brosseau  670712      R   3.0
## 2092            5     258   Length           Sam Coonrod  656322      R   6.2
## 2131            5     258   Length           Nicky Lopez  670032      R   2.1
## 2410            5     258   Length             Dylan Lee  669276      L   2.0
## 2539            5     258   Length            Matt Moore  519043      L  52.2
## 1111            5     258 Leverage       Thomas Eshelman  664045      R  27.2
## 14381           5     258 Leverage           Tommy Nance  667297      R  28.2
## 15042           5     258 Leverage        Eduard Bazardo  660825      R   3.0
## 18111           5     258 Leverage         Mike Brosseau  670712      R   3.0
## 20921           5     258 Leverage           Sam Coonrod  656322      R   6.2
## 21311           5     258 Leverage           Nicky Lopez  670032      R   2.1
## 24101           5     258 Leverage             Dylan Lee  669276      L   2.0
## 25391           5     258 Leverage            Matt Moore  519043      L  52.2
## 529             9      94   Length         Travis Bergen  664157      L  10.2
## 638             9      94   Length          Ryan Borucki  621366      L  39.4
## 951             9      94   Length           Tyler Mahle  641816      R  25.2
## 1505            9      94   Length         Oliver Ortega  661383      R   9.1
## 1614            9      94   Length          Jacob Barnes  606930      R  22.1
## 1927            9      94   Length          Tommy Hunter  488984      R  23.2
## 2481            9      94   Length            Eric Stout  657770      L  22.1
## 2590            9      94   Length           A.J. Minter  621345      L  64.2
## 467            11      26   Length           Ryan Pepiot  686752      R  42.0
##       year     FA_pct     SL_pct     CT_pct     CB_pct      CH_pct     SF_pct
## 479   2023 0.43479688 0.20751875 0.22866875         NA 0.128962500         NA
## 532   2021 0.43439196 0.28870357         NA 0.14979107 0.127139286         NA
## 1032  2021 0.60230000 0.15570000         NA         NA 0.241900000         NA
## 1042  2021 0.48070000 0.27620000         NA         NA 0.243100000         NA
## 1047  2021 0.48810000 0.14290000         NA 0.13100000 0.238100000         NA
## 1964  2023 0.43230000 0.14410000 0.36680000         NA          NA 0.05680000
## 2148  2023 1.00000000         NA         NA         NA          NA         NA
## 2154  2023 1.00000000         NA         NA         NA          NA         NA
## 2192  2023 0.21050000 0.15790000 0.50000000         NA 0.131600000         NA
## 2241  2023 0.56290000 0.21560000         NA         NA 0.221600000         NA
## 447   2023 0.41400000 0.03519884         NA         NA          NA 0.55080116
## 490   2021 0.52866135         NA 0.20300859 0.01959018 0.248739877         NA
## 496   2021 0.40132081         NA 0.26525385 0.10834480 0.225158371         NA
## 923   2023 0.42920000 0.44920000         NA         NA 0.121500000         NA
## 1038  2021 0.57130000         NA         NA 0.30810000 0.120600000         NA
## 1960  2023 1.00000000         NA         NA         NA          NA         NA
## 1984  2023 0.54630000 0.43410000         NA         NA 0.019500000         NA
## 1996  2023 1.00000000         NA         NA         NA          NA         NA
## 2009  2023 0.50630000 0.34180000         NA         NA 0.151900000         NA
## 2051  2023 0.70890000 0.29110000         NA         NA          NA         NA
## 2085  2023 0.45530000 0.37460000         NA 0.02590000          NA 0.14410000
## 342   2023 0.40169773 0.37579848         NA         NA 0.222503788         NA
## 362   2023 0.41107441 0.07615251 0.32095620         NA          NA 0.19189393
## 896   2022 0.58790000 0.27880000         NA 0.07270000 0.060600000         NA
## 1195  2021 0.56890000 0.40860000         NA         NA          NA 0.02250000
## 1389  2021 0.51630000 0.48370000         NA         NA          NA         NA
## 1393  2021 0.65630000         NA         NA 0.34380000          NA         NA
## 1463  2021 0.56860000 0.14960000         NA         NA 0.281800000         NA
## 1767  2022 0.48900000 0.49340000         NA         NA 0.017600000         NA
## 2587  2023 0.55220000 0.44780000         NA         NA          NA         NA
## 2607  2023 0.54550000 0.14050000 0.27690000         NA 0.037200000         NA
## 137   2021 0.40686751 0.27155523         NA 0.10946390 0.212116606         NA
## 258   2022 0.44572549 0.33022108         NA 0.08202598 0.142112255         NA
## 377   2023 0.66506747 0.05429639         NA         NA 0.280685542         NA
## 1581  2022 1.00000000         NA         NA         NA          NA         NA
## 1640  2022 0.42640000 0.46510000         NA 0.10850000          NA         NA
## 2382  2021 0.54250000 0.24620000         NA 0.21130000          NA         NA
## 2503  2022 0.77520000 0.22480000         NA         NA          NA         NA
## 2622  2023 0.65300000 0.32880000         NA         NA 0.018300000         NA
## 69    2021 0.38162603 0.31550667 0.30115778         NA 0.001709524         NA
## 136   2021 0.56434174 0.16755413 0.05064174 0.10395596 0.113506422         NA
## 1101  2023 0.58560000 0.35040000         NA         NA 0.064000000         NA
## 1268  2021 0.70470000         NA         NA 0.15530000 0.140100000         NA
## 1279  2021 0.62830000         NA 0.13100000         NA 0.240700000         NA
## 1308  2021 0.61500000 0.05000000 0.11500000 0.22000000          NA         NA
## 1324  2021 1.00000000         NA         NA         NA          NA         NA
## 1330  2021 0.54520000 0.28020000         NA 0.08410000 0.090500000         NA
## 2104  2023 1.00000000         NA         NA         NA          NA         NA
## 2314  2021 0.73040000 0.26960000         NA         NA          NA         NA
## 2381  2021 0.48800000 0.46140000         NA 0.05060000          NA         NA
## 55    2021 0.60105319 0.12622031         NA 0.10416963 0.168574855         NA
## 1153  2021 0.62920000 0.34920000         NA         NA 0.021500000         NA
## 1439  2021 0.70000000 0.30000000         NA         NA          NA         NA
## 1617  2022 0.50880000 0.13440000         NA 0.34010000 0.016700000         NA
## 1653  2022 0.61900000         NA         NA 0.04760000 0.047600000         NA
## 1737  2022 0.43280000 0.34630000         NA         NA 0.220900000         NA
## 1926  2022 0.65040000 0.01870000 0.07620000 0.04490000 0.209700000         NA
## 2300  2023 0.66670000 0.15150000         NA 0.18180000          NA         NA
## 238   2022 0.55562795 0.22498734         NA 0.15452795 0.064760699         NA
## 1077  2022 0.64370000 0.28690000         NA 0.05020000 0.019200000         NA
## 1159  2021 0.37780000 0.28890000 0.33330000         NA          NA         NA
## 1253  2021 1.00000000         NA         NA         NA          NA         NA
## 1387  2021 0.50570000 0.28740000         NA         NA 0.206900000         NA
## 1450  2021 0.75000000         NA         NA         NA          NA 0.25000000
## 1915  2022 0.69050000 0.28570000         NA         NA          NA 0.02380000
## 2483  2022 0.50000000 0.50000000         NA         NA          NA         NA
## 612   2022 0.54581863 0.10884037         NA 0.23311553 0.112139130         NA
## 1229  2021 1.00000000         NA         NA         NA          NA         NA
## 1231  2021 0.42110000 0.23680000 0.19300000 0.11400000 0.035100000         NA
## 1349  2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 1553  2022 0.55740000 0.42940000         NA         NA 0.013200000         NA
## 1660  2022 0.62030000 0.37970000         NA         NA          NA         NA
## 1663  2022 0.36570000 0.06910000         NA 0.00380000 0.219900000 0.34140000
## 1959  2023 1.00000000         NA         NA         NA          NA         NA
## 6121  2022 0.54581863 0.10884037         NA 0.23311553 0.112139130         NA
## 12291 2021 1.00000000         NA         NA         NA          NA         NA
## 12311 2021 0.42110000 0.23680000 0.19300000 0.11400000 0.035100000         NA
## 13491 2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 15531 2022 0.55740000 0.42940000         NA         NA 0.013200000         NA
## 16601 2022 0.62030000 0.37970000         NA         NA          NA         NA
## 16631 2022 0.36570000 0.06910000         NA 0.00380000 0.219900000 0.34140000
## 19591 2023 1.00000000         NA         NA         NA          NA         NA
## 476   2023 0.49932368 0.22108158 0.13127237         NA 0.148418421         NA
## 527   2021 0.50954151 0.23858679         NA 0.24869623          NA         NA
## 576   2022 0.55855075 0.32594701         NA 0.10661119 0.008881343         NA
## 2047  2023 1.00000000         NA         NA         NA          NA         NA
## 2118  2023 0.60550000 0.30470000         NA         NA 0.089800000         NA
## 2133  2023 0.58690000 0.13010000 0.06170000         NA 0.221300000         NA
## 2134  2023 1.00000000         NA         NA         NA          NA         NA
## 2139  2023 0.59410000 0.40590000         NA         NA          NA         NA
## 2181  2023 0.48190000 0.51810000         NA         NA          NA         NA
## 2190  2023 0.54660000         NA 0.26690000 0.14410000 0.042400000         NA
## 2205  2023 0.68040000 0.31960000         NA         NA          NA         NA
## 2206  2023 0.57070000 0.26830000         NA         NA 0.161000000         NA
## 758   2021 0.44010000 0.21760000 0.12630000 0.03600000          NA 0.18010000
## 820   2022 0.53800000 0.01000000 0.06110000 0.05850000 0.332500000         NA
## 1535  2021 0.64160000         NA         NA 0.35840000          NA         NA
## 1546  2022 0.60550000 0.29010000         NA 0.10440000          NA         NA
## 1555  2022 0.32960000 0.41680000         NA         NA 0.253600000         NA
## 1618  2022 0.43480000 0.27540000 0.28990000         NA          NA         NA
## 1684  2022 0.69810000 0.03020000         NA 0.27170000          NA         NA
## 1740  2022 0.45640000 0.48210000         NA         NA          NA 0.06150000
## 1746  2022 0.51950000 0.42860000         NA 0.03900000 0.013000000         NA
## 2515  2022 0.60230000 0.39770000         NA         NA          NA         NA
## 2577  2023 0.61760000 0.31290000         NA         NA 0.069500000         NA
## 537   2021 0.51749565 0.35038261         NA         NA 0.132036957         NA
## 960   2023 0.43160000 0.38630000         NA 0.15170000 0.030300000         NA
## 1068  2022 0.41770000 0.03540000 0.10130000 0.21010000 0.235400000         NA
## 12531 2021 1.00000000         NA         NA         NA          NA         NA
## 1301  2021 0.32690000 0.29300000 0.35840000         NA 0.021800000         NA
## 1487  2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1508  2021 0.60730000 0.14370000 0.24900000         NA          NA         NA
## 1735  2022 0.49150000 0.30510000         NA 0.10170000 0.101700000         NA
## 2294  2023 0.41820000 0.58180000         NA         NA          NA         NA
## 805   2022 0.51810000         NA         NA 0.26510000 0.216900000         NA
## 1563  2022 0.81430000         NA 0.02080000 0.05770000 0.008100000 0.09920000
## 1576  2022 1.00000000         NA         NA         NA          NA         NA
## 1578  2022 0.50360000 0.00730000         NA         NA          NA 0.48910000
## 1588  2022 0.40000000         NA 0.40000000 0.20000000          NA         NA
## 1606  2022 0.31990000 0.35810000         NA         NA 0.322000000         NA
## 1644  2022 0.95590000 0.01470000         NA         NA 0.029400000         NA
## 1650  2022 0.46040000 0.45320000 0.08630000         NA          NA         NA
## 1655  2022 0.77780000         NA         NA 0.16670000          NA         NA
## 1679  2022 0.53350000 0.36970000         NA         NA 0.096700000         NA
## 1698  2022 0.50620000 0.32370000         NA         NA 0.170100000         NA
## 1712  2022 0.60870000         NA         NA         NA          NA         NA
## 1722  2022 0.53750000 0.43970000         NA         NA 0.022800000         NA
## 1745  2022 0.43250000 0.36200000         NA         NA 0.205500000         NA
## 2562  2023 0.41470000 0.15890000         NA         NA 0.426400000         NA
## 366   2023 0.43709183 0.03631758 0.21481723 0.11157389 0.200199467         NA
## 389   2023 0.48172222 0.26577222         NA         NA 0.252505556         NA
## 424   2023 0.36810000 0.24597333         NA 0.38592667          NA         NA
## 1627  2022 1.00000000         NA         NA         NA          NA         NA
## 1668  2022 0.60240000 0.05120000 0.12930000 0.21610000          NA 0.00090000
## 2123  2023 1.00000000         NA         NA         NA          NA         NA
## 2146  2023 0.75040000 0.23340000         NA         NA          NA 0.01620000
## 21811 2023 0.48190000 0.51810000         NA         NA          NA         NA
## 231   2022 0.29348125 0.03351250 0.30328125 0.17511875 0.194618750         NA
## 592   2022 0.41144687 0.26379844         NA         NA 0.324754688         NA
## 813   2022 0.22890000 0.44580000         NA 0.24100000 0.084300000         NA
## 1088  2022 0.44480000         NA 0.16430000 0.06230000 0.328600000         NA
## 1449  2021 0.43500000 0.40850000         NA         NA 0.156500000         NA
## 1670  2022 0.64490000 0.19960000         NA         NA 0.155500000         NA
## 1945  2023 0.57240000 0.34620000         NA         NA          NA 0.08130000
## 2306  2021 0.76470000         NA         NA 0.11760000 0.117600000         NA
## 2527  2022 0.52270000 0.14270000 0.08800000         NA 0.246700000         NA
## 340   2023 0.39696456 0.22069367         NA 0.30711139          NA         NA
## 429   2023 0.50233987 0.13333964 0.27188753 0.05199243 0.040389755         NA
## 807   2022 0.47450000 0.39260000         NA 0.05110000 0.081900000         NA
## 9231  2023 0.42920000 0.44920000         NA         NA 0.121500000         NA
## 1867  2022 0.51160000         NA         NA 0.13950000 0.348800000         NA
## 1956  2023 0.35640000 0.36630000         NA 0.23760000 0.039600000         NA
## 2334  2021 0.76190000 0.14290000         NA 0.09520000          NA         NA
## 2450  2022 0.55340000 0.05940000         NA         NA 0.387200000         NA
## 372   2023 0.44004692 0.24194385         NA 0.19413538          NA         NA
## 412   2023 0.45039505 0.37947723 0.12040495         NA 0.049722772         NA
## 775   2021 0.53520000 0.29580000 0.00700000 0.08450000 0.077500000         NA
## 1358  2021 0.35710000 0.07140000         NA 0.07140000          NA 0.50000000
## 1448  2021 0.55810000 0.26400000         NA         NA 0.177800000         NA
## 1899  2022 0.34780000 0.41300000 0.13040000 0.04350000 0.065200000         NA
## 1939  2023 1.00000000         NA         NA         NA          NA         NA
## 2302  2021 0.67860000 0.32140000         NA         NA          NA         NA
## 347   2023 0.58470000 0.41530000         NA         NA          NA         NA
## 743   2021 0.49980000 0.23970000         NA 0.02750000 0.233000000         NA
## 1374  2021 0.64290000 0.21430000         NA 0.07140000          NA 0.07140000
## 1376  2021 0.38710000 0.00540000         NA 0.27420000 0.333300000         NA
## 14871 2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1509  2021 0.71930000 0.15790000         NA         NA 0.122800000         NA
## 1874  2022 1.00000000         NA         NA         NA          NA         NA
## 2270  2023 0.50000000 0.25300000         NA         NA 0.247000000         NA
## 711   2021 0.47960000 0.22160000         NA 0.15700000 0.141800000         NA
## 10421 2021 0.48070000 0.27620000         NA         NA 0.243100000         NA
## 1161  2021 0.10640000         NA 0.54700000 0.34470000 0.001900000         NA
## 1235  2021 0.35640000 0.51660000         NA 0.12700000          NA         NA
## 1300  2021 1.00000000         NA         NA         NA          NA         NA
## 1320  2021 0.47660000         NA         NA 0.26720000 0.256200000         NA
## 2238  2023 0.53930000 0.19100000 0.07870000         NA 0.191000000         NA
## 2569  2023 0.50960000 0.38130000 0.10460000         NA 0.004500000         NA
## 395   2023 0.43411111         NA         NA         NA 0.565888889         NA
## 1429  2021 0.59010000 0.31080000         NA         NA 0.099100000         NA
## 1440  2021 0.71430000 0.28570000         NA         NA          NA         NA
## 1443  2021 0.56830000 0.13760000         NA         NA 0.294100000         NA
## 1474  2021 0.59750000 0.32150000         NA         NA 0.081000000         NA
## 1501  2021 0.47200000 0.41960000         NA         NA 0.108400000         NA
## 1502  2021 0.51410000 0.46430000         NA         NA          NA 0.02160000
## 1504  2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 1516  2021 0.74630000         NA         NA 0.25370000          NA         NA
## 1922  2022 0.70190000 0.29810000         NA         NA          NA         NA
## 222   2022 0.54965039 0.32412362         NA 0.07849961 0.047729134         NA
## 4791  2023 0.43479688 0.20751875 0.22866875         NA 0.128962500         NA
## 1254  2021 0.54110000 0.14380000         NA 0.28490000 0.030100000         NA
## 1343  2021 1.00000000         NA         NA         NA          NA         NA
## 1671  2022 0.56140000 0.27720000         NA         NA 0.161400000         NA
## 1705  2022 0.77910000 0.00450000         NA 0.06660000          NA 0.14980000
## 1719  2022 0.53100000 0.46900000         NA         NA          NA         NA
## 1830  2022 0.54440000 0.30000000         NA         NA 0.155600000         NA
## 1172  2021 0.68530000 0.25890000         NA 0.05580000          NA         NA
## 11951 2021 0.56890000 0.40860000         NA         NA          NA 0.02250000
## 1311  2021 0.51680000 0.35930000         NA 0.12390000          NA         NA
## 1313  2021 0.70810000 0.19140000         NA         NA 0.100500000         NA
## 1353  2021 0.34740000 0.01410000         NA         NA 0.638500000         NA
## 1360  2021 0.68910000 0.27860000         NA         NA 0.032300000         NA
## 1895  2022 0.62360000 0.02530000         NA 0.30060000 0.050600000         NA
## 1983  2023 1.00000000         NA         NA         NA          NA         NA
## 2248  2023 0.54730000 0.28790000         NA         NA 0.164800000         NA
## 2357  2021 0.54050000 0.17230000         NA         NA 0.287200000         NA
## 226   2022 0.51575042 0.34014622         NA         NA 0.096300000         NA
## 480   2023 0.43545406 0.13275830 0.31861237         NA 0.113090106         NA
## 845   2022 0.47860000 0.31020000         NA 0.16040000 0.050800000         NA
## 1552  2022 0.59130000         NA         NA 0.39130000 0.017400000         NA
## 1609  2022 0.58810000 0.16650000 0.17230000         NA 0.073100000         NA
## 1703  2022 1.00000000         NA         NA         NA          NA         NA
## 1728  2022 0.49730000 0.09460000         NA         NA          NA 0.40810000
## 2145  2023 0.55810000 0.39530000         NA         NA 0.046500000         NA
## 249   2022 0.54939306 0.18293186         NA 0.16365268 0.103922397         NA
## 251   2022 0.42201837 0.17935510         NA 0.39862653          NA         NA
## 506   2021 0.46404121         NA 0.11462912 0.42132967          NA         NA
## 556   2021 0.56724722 0.13513981         NA         NA 0.275479630         NA
## 1208  2021 0.33370000 0.55700000         NA         NA 0.109300000         NA
## 1283  2021 0.86120000 0.13880000         NA         NA          NA         NA
## 1284  2021 0.49410000 0.46280000         NA 0.03520000 0.007800000         NA
## 2345  2021 0.48380000 0.27090000         NA         NA 0.245300000         NA
## 2565  2023 0.55460000 0.44540000         NA         NA          NA         NA
## 317   2022 0.47726667 0.31694545 0.12543485         NA 0.080353030         NA
## 335   2023 0.45907143 0.53945466         NA         NA          NA         NA
## 663   2023 0.48900905         NA         NA 0.22302760 0.287963348         NA
## 1333  2021 0.31330000 0.68670000         NA         NA          NA         NA
## 1475  2021 0.64100000 0.21790000         NA         NA 0.141000000         NA
## 19961 2023 1.00000000         NA         NA         NA          NA         NA
## 2113  2023 0.56180000         NA 0.36570000 0.07250000          NA         NA
## 2368  2021 0.52500000 0.28330000         NA         NA 0.191700000         NA
## 22    2021         NA         NA 0.73572800 0.25947800          NA         NA
## 63    2021 0.58017327         NA         NA 0.41982673          NA         NA
## 168   2021 0.63751021 0.26163634         NA 0.05141441 0.049348649         NA
## 174   2022 0.49419344 0.15408402         NA 0.35181393          NA         NA
## 673   2023 0.48733893 0.21085235         NA 0.15174430 0.150032886         NA
## 1177  2021 0.65980000 0.28020000         NA         NA 0.060000000         NA
## 1180  2021 0.59030000         NA         NA 0.40970000          NA         NA
## 1260  2021 0.33790000 0.12410000         NA 0.05520000 0.482800000         NA
## 1744  2022 0.70610000 0.29390000         NA         NA          NA         NA
## 1759  2022 0.52560000 0.35510000         NA 0.06410000 0.055100000         NA
## 2222  2023 0.49070000 0.50930000         NA         NA          NA         NA
## 2362  2021 0.67860000 0.13520000         NA         NA 0.186200000         NA
## 2530  2022 0.62860000 0.37140000         NA         NA          NA         NA
## 2600  2023 0.60770000 0.39030000         NA         NA 0.002100000         NA
## 2641  2023 0.56280000 0.38060000         NA         NA 0.056700000         NA
## 7581  2021 0.44010000 0.21760000 0.12630000 0.03600000          NA 0.18010000
## 1178  2021 0.61040000 0.38730000         NA         NA 0.002400000         NA
## 1287  2021 0.46210000 0.13860000 0.01290000 0.08320000 0.303100000         NA
## 1445  2021 1.00000000         NA         NA         NA          NA         NA
## 19561 2023 0.35640000 0.36630000         NA 0.23760000 0.039600000         NA
## 2229  2023 0.42400000 0.31580000         NA         NA 0.260200000         NA
## 2246  2023 0.63180000 0.31800000         NA         NA 0.050200000         NA
## 2312  2021 0.52510000 0.05690000         NA 0.25750000 0.160500000         NA
## 2412  2021 0.70920000 0.10530000         NA         NA 0.185500000         NA
## 173   2021 0.64775993 0.30215603         NA 0.02585928 0.024224756         NA
## 315   2022 0.66990814 0.28228750         NA         NA 0.047786364         NA
## 376   2023 0.72101284         NA         NA 0.27898716          NA         NA
## 1630  2022 1.00000000         NA         NA         NA          NA         NA
## 1646  2022 0.41960000 0.56470000         NA         NA 0.015700000         NA
## 1683  2022 0.78800000 0.12170000         NA         NA          NA 0.09030000
## 1891  2022 0.74730000 0.23910000         NA         NA 0.013600000         NA
## 1930  2023 0.56910000 0.07320000 0.28460000         NA          NA 0.07320000
## 2007  2023 0.69530000 0.30470000         NA         NA          NA         NA
## 2252  2023 0.62000000 0.35330000         NA         NA 0.026700000         NA
## 2471  2022 0.50000000 0.50000000         NA         NA          NA         NA
## 2511  2022 0.60990000 0.25820000         NA 0.13190000          NA         NA
## 152   2021 0.61115667 0.31373333         NA         NA          NA         NA
## 307   2022 0.48962353 0.51037647         NA         NA          NA         NA
## 414   2023 0.54308016 0.24003813 0.21688171         NA          NA         NA
## 1185  2021 0.82540000         NA 0.03890000 0.05120000 0.084500000         NA
## 1331  2021 0.60490000         NA 0.15630000 0.11470000 0.124000000         NA
## 1351  2021 0.39130000 0.26090000         NA 0.08700000 0.260900000         NA
## 1565  2022 0.47500000         NA         NA 0.52500000          NA         NA
## 1718  2022 0.91180000 0.02940000         NA         NA          NA 0.02940000
## 1808  2022 0.69700000         NA         NA         NA          NA         NA
## 2013  2023 0.54680000 0.19310000         NA 0.18790000 0.072200000         NA
## 2031  2023 1.00000000         NA         NA         NA          NA         NA
## 2090  2023 0.41710000 0.38860000         NA         NA 0.194300000         NA
## 598   2022 0.49824669 0.15711907 0.20830545         NA 0.136328794         NA
## 1155  2021 0.51320000 0.48680000         NA         NA          NA         NA
## 13581 2021 0.35710000 0.07140000         NA 0.07140000          NA 0.50000000
## 1533  2021 0.45550000 0.17390000 0.29400000         NA 0.076600000         NA
## 2025  2023 0.39100000 0.16170000         NA         NA 0.133100000 0.31420000
## 2035  2023 0.50170000 0.46320000         NA         NA 0.035100000         NA
## 2307  2021 0.42610000 0.24130000         NA         NA 0.332600000         NA
## 2498  2022 0.53180000         NA 0.22070000 0.05350000 0.194000000         NA
## 5321  2021 0.43439196 0.28870357         NA 0.14979107 0.127139286         NA
## 975   2023 0.45680000 0.19640000         NA 0.06660000 0.280200000         NA
## 1040  2021 0.51690000         NA         NA 0.16250000 0.320500000         NA
## 1214  2021 0.63370000 0.14290000 0.22340000         NA          NA         NA
## 1612  2022 1.00000000         NA         NA         NA          NA         NA
## 2006  2023 1.00000000         NA         NA         NA          NA         NA
## 2338  2021 0.10390000         NA 0.64940000 0.05630000 0.190500000         NA
## 2504  2022 0.28760000 0.71240000         NA         NA          NA         NA
## 2536  2022 0.48000000 0.34000000         NA 0.04000000 0.140000000         NA
## 279   2022 0.52172103 0.42228925         NA         NA 0.056086916         NA
## 351   2023 0.54983846 0.30123407         NA         NA          NA 0.12340989
## 1336  2021 0.44000000 0.52000000         NA         NA 0.040000000         NA
## 13492 2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 1356  2021 0.59690000 0.18520000         NA         NA          NA 0.21780000
## 1417  2021 0.58390000 0.34230000         NA         NA 0.073800000         NA
## 15091 2021 0.71930000 0.15790000         NA         NA 0.122800000         NA
## 1542  2022 0.22470000 0.13120000 0.64410000         NA          NA         NA
## 2055  2023 0.61850000 0.27290000         NA 0.01800000 0.090700000         NA
## 2273  2023 0.45450000 0.54550000         NA         NA          NA         NA
## 2499  2022 0.55510000 0.37440000         NA         NA 0.070500000         NA
## 2566  2023 0.63130000 0.01250000         NA 0.10630000 0.250000000         NA
## 51    2021 0.49125804 0.15327067 0.07396151 0.05552790 0.225899796         NA
## 365   2023 0.48138692 0.25626213         NA         NA          NA 0.26235095
## 552   2021 0.63038649 0.34755676         NA         NA          NA 0.02205676
## 630   2023 0.63885385 0.23629231 0.12039231         NA          NA         NA
## 1493  2021 0.70590000 0.29410000         NA         NA          NA         NA
## 1506  2021 0.70100000 0.29900000         NA         NA          NA         NA
## 1514  2021 1.00000000         NA         NA         NA          NA         NA
## 1925  2022 0.48930000 0.13720000         NA         NA          NA 0.37350000
## 2349  2021 0.55470000 0.44530000         NA         NA          NA         NA
## 2413  2021 0.90000000         NA         NA         NA 0.100000000         NA
## 2629  2023 0.50740000 0.45190000         NA         NA 0.040700000         NA
## 48    2021 0.32446967         NA         NA 0.67553033          NA         NA
## 246   2022 0.45288865 0.40237511         NA         NA          NA         NA
## 1428  2021 0.84620000         NA         NA         NA 0.153800000         NA
## 14872 2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1503  2021 0.71670000         NA         NA 0.28330000          NA         NA
## 16981 2022 0.50620000 0.32370000         NA         NA 0.170100000         NA
## 1700  2022 0.64620000 0.35380000         NA         NA          NA         NA
## 2169  2023 1.00000000         NA         NA         NA          NA         NA
## 2178  2023 0.40500000 0.27750000         NA         NA 0.317500000         NA
## 2626  2023 0.71910000 0.04290000         NA         NA 0.237900000         NA
## 3951  2023 0.43411111         NA         NA         NA 0.565888889         NA
## 1270  2021         NA 0.23330000 0.56670000 0.20000000          NA         NA
## 1315  2021 0.53200000         NA         NA 0.46310000 0.004900000         NA
## 1381  2021 0.57970000 0.26090000         NA         NA 0.159400000         NA
## 16531 2022 0.61900000         NA         NA 0.04760000 0.047600000         NA
## 1661  2022 0.60250000 0.22540000         NA 0.01020000 0.161900000         NA
## 2027  2023 0.66810000 0.27060000         NA         NA 0.061200000         NA
## 2128  2023 0.48490000 0.23490000         NA         NA 0.280200000         NA
## 1220  2021 0.53330000 0.11110000         NA         NA 0.355600000         NA
## 1369  2021 1.00000000         NA         NA         NA          NA         NA
## 1392  2021 0.64920000 0.35080000         NA         NA          NA         NA
## 1751  2022 0.70440000 0.28600000         NA         NA 0.009600000         NA
## 1988  2023 0.30150000 0.53310000 0.16540000         NA          NA         NA
## 2153  2023 0.56890000 0.28570000         NA 0.00130000 0.144100000         NA
## 2167  2023 0.55430000         NA         NA 0.20600000 0.239700000         NA
## 2437  2022 0.42020000 0.07560000         NA 0.11760000 0.386600000         NA
## 2454  2022 0.37830000 0.27830000         NA 0.14780000 0.195700000         NA
## 2578  2023 0.58760000 0.41240000         NA         NA          NA         NA
## 1097  2023 0.37170000 0.43340000         NA 0.17520000          NA 0.01970000
## 1209  2021 0.47830000 0.52170000         NA         NA          NA         NA
## 1335  2021 0.35220000 0.63910000         NA         NA 0.008700000         NA
## 1975  2023 0.27430000 0.69900000         NA 0.02670000          NA         NA
## 2187  2023 0.36350000 0.60020000 0.00430000         NA 0.032000000         NA
## 2259  2023 0.48280000 0.46550000         NA 0.05170000          NA         NA
## 2341  2021 0.60470000 0.34420000         NA         NA 0.051200000         NA
## 2453  2022 0.67740000 0.31920000         NA         NA 0.003300000         NA
## 2522  2022 0.47310000 0.36550000         NA 0.16140000          NA         NA
## 574   2022 0.18731690 0.27003352 0.30354986         NA 0.239099718         NA
## 590   2022 0.52054802 0.29517264         NA         NA 0.180206991         NA
## 983   2023 0.42140000 0.29610000         NA 0.13420000          NA 0.14820000
## 1013  2021 0.36490000 0.34000000         NA 0.21670000 0.078500000         NA
## 2076  2023 1.00000000         NA         NA         NA          NA         NA
## 2158  2023 0.46150000 0.53850000         NA         NA          NA         NA
## 2177  2023 0.55650000 0.41530000         NA         NA 0.028200000         NA
## 2324  2021 0.65530000 0.34470000         NA         NA          NA         NA
## 182   2022 0.05593946 0.05974483 0.76634330 0.08181188 0.028947893         NA
## 212   2022 0.37046834         NA 0.27691737 0.13355251 0.219159846         NA
## 333   2023 0.70944532 0.16489085         NA 0.08644636 0.039217464         NA
## 609   2022 0.50535315         NA         NA 0.21700102 0.277645145         NA
## 1162  2021 0.53980000         NA 0.36210000 0.06260000 0.035500000         NA
## 1286  2021 0.58990000 0.27580000         NA 0.13430000          NA         NA
## 1426  2021 0.65330000         NA         NA 0.34670000          NA         NA
## 1611  2022 0.68320000 0.15430000         NA         NA 0.162500000         NA
## 1882  2022 0.53220000 0.33220000         NA         NA 0.135500000         NA
## 1958  2023 0.46490000 0.23030000         NA 0.19800000 0.106700000         NA
## 2038  2023 0.69980000 0.05150000         NA         NA          NA 0.24860000
## 2467  2022 0.82630000 0.17370000         NA         NA          NA         NA
## 756   2021 0.62790000 0.20930000         NA 0.04650000 0.116300000         NA
## 780   2021 0.61510000 0.23910000         NA 0.06820000 0.077600000         NA
## 991   2023 0.51000000 0.42570000         NA         NA 0.064300000         NA
## 1305  2021 0.59500000 0.01450000         NA 0.35490000 0.035700000         NA
## 1373  2021 1.00000000         NA         NA         NA          NA         NA
## 1459  2021 0.63790000 0.10430000 0.03290000         NA 0.225000000         NA
## 1594  2022 1.00000000         NA         NA         NA          NA         NA
## 1860  2022 1.00000000         NA         NA         NA          NA         NA
## 613   2022 0.59066591 0.25835909         NA         NA 0.150959091         NA
## 1108  2023 0.45180000 0.15190000         NA 0.23150000 0.164800000         NA
## 2279  2023 0.69230000 0.30770000         NA         NA          NA         NA
## 2310  2021 0.73330000         NA         NA 0.26670000          NA         NA
## 2333  2021 0.65200000         NA         NA 0.34800000          NA         NA
## 2348  2021 0.56230000 0.35880000         NA         NA 0.078900000         NA
## 2372  2021 0.66380000 0.24410000         NA         NA 0.092200000         NA
## 2526  2022 0.68180000 0.31820000         NA         NA          NA         NA
## 2574  2023 0.54620000 0.15970000 0.29410000         NA          NA         NA
## 111   2021 0.48532857 0.26026429         NA 0.10901429 0.145371429         NA
## 1438  2021 0.62060000 0.10750000         NA 0.27190000          NA         NA
## 15041 2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 1811  2022 1.00000000         NA         NA         NA          NA         NA
## 2092  2023 0.44220000 0.14290000 0.28570000         NA 0.129300000         NA
## 2131  2023 1.00000000         NA         NA         NA          NA         NA
## 2410  2021 0.41380000 0.31030000         NA         NA 0.275900000         NA
## 2539  2023 0.47980000         NA         NA 0.20780000 0.312400000         NA
## 1111  2021 0.48532857 0.26026429         NA 0.10901429 0.145371429         NA
## 14381 2021 0.62060000 0.10750000         NA 0.27190000          NA         NA
## 15042 2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 18111 2022 1.00000000         NA         NA         NA          NA         NA
## 20921 2023 0.44220000 0.14290000 0.28570000         NA 0.129300000         NA
## 21311 2023 1.00000000         NA         NA         NA          NA         NA
## 24101 2021 0.41380000 0.31030000         NA         NA 0.275900000         NA
## 25391 2023 0.47980000         NA         NA 0.20780000 0.312400000         NA
## 529   2021 0.86959783         NA         NA         NA          NA         NA
## 638   2023 0.20236842 0.13993421 0.54406579         NA 0.113631579         NA
## 951   2023 0.51780000 0.26370000 0.02140000         NA          NA 0.19710000
## 1505  2021 0.55400000         NA         NA 0.44600000          NA         NA
## 1614  2022 0.47920000 0.09700000 0.42380000         NA          NA         NA
## 1927  2023 0.46870000         NA 0.31340000 0.14170000 0.076300000         NA
## 2481  2022 0.34890000 0.47330000         NA 0.05560000 0.122200000         NA
## 2590  2023 0.47180000 0.38890000         NA         NA 0.139400000         NA
## 467   2023 0.50583019 0.14663396         NA         NA 0.347535849         NA
##       KN_pct      XX_pct    vFA_sc    vFC_sc   vFS_sc vFO_sc    vSI_sc   vSL_sc
## 479       NA          NA  93.22495  88.39167       NA     NA  92.82004 82.31736
## 532       NA          NA  91.25677  85.48942       NA     NA        NA       NA
## 1032      NA          NA        NA        NA       NA     NA  92.14326       NA
## 1042      NA          NA  89.50588        NA       NA     NA  88.99722 80.18800
## 1047      NA          NA  92.82683        NA       NA     NA        NA 80.07500
## 1964      NA 0.017200000  91.60822        NA       NA     NA  92.95185 83.36068
## 2148      NA          NA  71.28750        NA       NA     NA        NA       NA
## 2154      NA          NA  66.45000        NA       NA     NA        NA       NA
## 2192      NA 0.035100000        NA  89.20351       NA     NA  92.12500 82.76667
## 2241      NA 0.006000000  94.66471        NA       NA     NA  94.03766 86.84167
## 447       NA          NA  95.97478        NA 88.72658     NA  95.44990 85.83963
## 490       NA          NA  92.91724  88.91581       NA     NA  92.88189       NA
## 496       NA          NA  87.56732  85.05313       NA     NA  87.63052       NA
## 923       NA 0.004600000  93.20407        NA       NA     NA  92.87143 83.21069
## 1038      NA 0.001900000  92.10371        NA       NA     NA  92.45132       NA
## 1960      NA          NA        NA        NA       NA     NA        NA       NA
## 1984      NA 0.019500000  91.25909        NA 84.07500     NA  89.70000 81.40000
## 1996      NA          NA  63.28334        NA       NA     NA        NA       NA
## 2009      NA 0.012500000  94.18500  87.77778       NA     NA  94.60000       NA
## 2051      NA 0.005400000  85.25000        NA       NA     NA  85.12273 74.76945
## 2085      NA 0.002900000  96.30090        NA 87.51600     NA  95.85744 89.39846
## 342       NA          NA  91.89590        NA       NA     NA  91.96628 81.24629
## 362       NA 0.004387335  94.06477        NA 84.25018     NA        NA 87.13818
## 896       NA          NA  92.08969        NA       NA     NA        NA 85.33043
## 1195      NA 0.002000000  94.89284        NA       NA     NA  93.72105 83.80500
## 1389      NA 0.023300000  95.72883        NA       NA     NA        NA 86.52404
## 1393      NA          NA  94.49048        NA       NA     NA        NA       NA
## 1463      NA          NA  93.66710        NA       NA     NA        NA 84.43114
## 1767      NA          NA  90.58648        NA       NA     NA        NA 81.99375
## 2587      NA          NA        NA        NA       NA     NA  88.72297 77.44426
## 2607      NA          NA  94.55152        NA       NA     NA        NA 86.15347
## 137       NA          NA  93.50541        NA       NA     NA        NA 88.18216
## 258       NA          NA  94.32454        NA       NA     NA        NA 84.35775
## 377       NA          NA  92.94979        NA       NA     NA  91.89552 83.63289
## 1581      NA          NA  89.20741        NA       NA     NA        NA       NA
## 1640      NA          NA  93.52545        NA       NA     NA        NA 84.15000
## 2382      NA 0.015300000  93.57692        NA       NA     NA  93.06726 87.62800
## 2503      NA          NA  93.22865        NA       NA     NA        NA 82.11250
## 2622      NA          NA  94.56503        NA       NA     NA        NA       NA
## 69        NA          NA  94.50159  91.17321       NA     NA        NA 85.09289
## 136       NA          NA  93.97869        NA       NA     NA  93.30058 82.93508
## 1101      NA 0.001000000  91.80441        NA       NA     NA  92.09653 80.46348
## 1268      NA 0.004300000  94.00348        NA       NA     NA  93.91826       NA
## 1279      NA 0.011200000  93.75518        NA       NA     NA  93.66236 87.20425
## 1308      NA          NA  94.53213  91.95652       NA     NA        NA 83.94500
## 1324      NA          NA        NA        NA       NA     NA        NA 65.87500
## 1330      NA 0.003200000  96.59922        NA       NA     NA  96.67013 86.39200
## 2104      NA          NA        NA        NA       NA     NA        NA 58.73750
## 2314      NA          NA  99.32500        NA       NA     NA        NA 84.67419
## 2381      NA 0.015200000  94.55788        NA       NA     NA  94.46490 87.22630
## 55        NA 0.002535977  88.73110        NA       NA     NA  89.07068 76.65166
## 1153      NA 0.012300000  87.46688        NA       NA     NA  85.72062 77.41718
## 1439      NA          NA  93.46607        NA       NA     NA        NA 83.37083
## 1617      NA 0.003700000  94.40161        NA       NA     NA  94.40085 88.93425
## 1653  0.2857          NA  68.23000        NA       NA     NA        NA       NA
## 1737      NA 0.015900000  93.02364        NA       NA     NA  92.22500 86.48555
## 1926      NA          NA  97.93180  93.64429       NA     NA  97.02303       NA
## 2300      NA          NA  96.03334        NA       NA     NA  96.62894 87.48000
## 238       NA          NA  95.52349        NA       NA     NA  94.45726 84.29630
## 1077      NA          NA  92.17749        NA       NA     NA  91.60258 82.08792
## 1159      NA          NA  91.44444  85.97333       NA     NA  92.42500 81.26923
## 1253      NA          NA        NA        NA       NA     NA        NA 77.08333
## 1387      NA          NA  92.88182        NA       NA     NA        NA 85.12449
## 1450      NA          NA  92.61600        NA       NA     NA  93.30000       NA
## 1915      NA          NA  97.67414        NA       NA     NA        NA 87.06250
## 2483      NA          NA  94.53750        NA       NA     NA        NA 83.10000
## 612       NA          NA  93.68534        NA       NA     NA  92.98115 86.00874
## 1229      NA          NA  63.51176        NA       NA     NA        NA       NA
## 1231      NA          NA  93.80833  89.65000       NA     NA        NA 84.77778
## 1349      NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 1553      NA 0.004100000  95.84256        NA       NA     NA  96.15044 85.50094
## 1660      NA          NA  97.76081        NA       NA     NA  96.89091 85.97785
## 1663      NA          NA  96.45839  89.18511       NA     NA        NA 83.33727
## 1959      NA          NA  74.97500        NA       NA     NA        NA       NA
## 6121      NA          NA  93.68534        NA       NA     NA  92.98115 86.00874
## 12291     NA          NA  63.51176        NA       NA     NA        NA       NA
## 12311     NA          NA  93.80833  89.65000       NA     NA        NA 84.77778
## 13491     NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 15531     NA 0.004100000  95.84256        NA       NA     NA  96.15044 85.50094
## 16601     NA          NA  97.76081        NA       NA     NA  96.89091 85.97785
## 16631     NA          NA  96.45839  89.18511       NA     NA        NA 83.33727
## 19591     NA          NA  74.97500        NA       NA     NA        NA       NA
## 476       NA          NA  95.72204  91.92871       NA     NA  94.13552 83.94826
## 527       NA          NA  94.58352        NA       NA     NA  93.39670 86.08984
## 576       NA          NA  94.30632  88.33007       NA     NA        NA       NA
## 2047      NA          NA  49.57143        NA       NA     NA        NA       NA
## 2118      NA 0.011400000  95.62362        NA       NA     NA        NA 84.07938
## 2133      NA 0.003800000  97.93993  91.11538       NA     NA  98.01758 86.29387
## 2134      NA          NA  80.00000        NA       NA     NA        NA       NA
## 2139      NA          NA  93.10871        NA       NA     NA        NA 83.94503
## 2181      NA          NA  96.02750        NA       NA     NA        NA 88.50000
## 2190      NA          NA  93.16047  88.67429       NA     NA        NA 84.96429
## 2205      NA 0.011600000  98.48000  99.06671       NA     NA        NA 91.12402
## 2206      NA 0.011800000  91.07606        NA       NA     NA  90.19313 79.34342
## 758       NA 0.002500000  95.57833  86.89595 88.15148     NA        NA 82.20294
## 820       NA          NA        NA  87.61120       NA     NA  89.56336 75.98400
## 1535      NA 0.008800000  95.60069        NA       NA     NA        NA       NA
## 1546      NA 0.001100000  97.56080        NA       NA     NA        NA 89.00365
## 1555      NA 0.006300000  97.28775  87.69129       NA     NA  96.73770       NA
## 1618      NA          NA  96.66250  92.02000       NA     NA  96.31818 85.07369
## 1684      NA 0.015100000  95.64683        NA       NA     NA        NA 79.60417
## 1740      NA 0.010300000  95.88223        NA       NA     NA  89.00000 86.24149
## 1746      NA          NA  95.58750        NA       NA     NA        NA 83.40312
## 2515      NA          NA        NA        NA       NA     NA  87.47573 75.80588
## 2577      NA 0.020400000  94.01914        NA       NA     NA        NA 83.84416
## 537       NA          NA  90.37650        NA       NA     NA        NA 80.39617
## 960       NA 0.001800000  95.56392        NA       NA     NA        NA 86.25000
## 1068      NA          NA  89.27515  85.96415       NA     NA        NA       NA
## 12531     NA          NA        NA        NA       NA     NA        NA 77.08333
## 1301      NA 0.009700000  89.94737  87.14414       NA     NA  90.51466 79.31220
## 1487      NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1508      NA          NA  90.95016  85.91172       NA     NA        NA 79.73671
## 1735      NA          NA  95.06250        NA       NA     NA  93.86153 86.59722
## 2294      NA          NA  98.78571        NA       NA     NA 100.05000 86.79688
## 805       NA          NA  90.30000        NA       NA     NA  90.38421       NA
## 1563      NA 0.011500000  93.35729  85.84211       NA     NA        NA       NA
## 1576      NA          NA  60.70000        NA       NA     NA        NA       NA
## 1578      NA          NA  93.35362        NA 86.56120     NA        NA 84.20000
## 1588      NA          NA        NA        NA       NA     NA        NA 68.66250
## 1606      NA 0.005300000  94.78411        NA       NA     NA        NA 81.32030
## 1644      NA          NA  61.14627        NA       NA     NA        NA       NA
## 1650      NA          NA  92.89253  88.82222       NA     NA        NA 78.25715
## 1655  0.0556          NA  70.58889        NA       NA     NA        NA       NA
## 1679      NA 0.003100000  95.30877        NA       NA     NA        NA 82.05612
## 1698      NA          NA  95.07438        NA       NA     NA        NA 84.59744
## 1712  0.3913          NA  71.31667        NA       NA     NA        NA       NA
## 1722      NA          NA  90.88571        NA       NA     NA  91.69444 81.84667
## 1745      NA 0.023500000  96.43333        NA       NA     NA  98.00884 87.25027
## 2562      NA          NA  88.81589        NA       NA     NA        NA 81.46341
## 366       NA          NA  94.03237  90.22022       NA     NA        NA 85.58121
## 389       NA          NA  95.07292        NA       NA     NA  94.40812 84.62711
## 424       NA          NA        NA        NA       NA     NA  94.06721 86.38689
## 1627      NA          NA  84.52592        NA       NA     NA        NA       NA
## 1668      NA 0.007800000  94.72516  93.10255       NA     NA  91.65000 82.21833
## 2123      NA          NA  60.00000        NA       NA     NA        NA       NA
## 2146      NA 0.008900000 100.32353        NA       NA     NA 100.08842 86.83077
## 21811     NA          NA  96.02750        NA       NA     NA        NA 88.50000
## 231       NA          NA  92.48474  87.36692       NA     NA        NA       NA
## 592       NA          NA  90.92674        NA       NA     NA  90.58714 81.87984
## 813       NA          NA  88.83684        NA       NA     NA        NA 80.54054
## 1088      NA          NA  92.09013  88.51121       NA     NA        NA       NA
## 1449      NA 0.004600000  97.39277        NA       NA     NA  97.20517 89.69802
## 1670      NA          NA  95.64787        NA       NA     NA  95.03540 87.05930
## 1945      NA 0.005900000  97.01168        NA 88.23780     NA  97.28936 81.29771
## 2306      NA          NA  87.06923        NA       NA     NA        NA       NA
## 2527      NA 0.014700000        NA  86.73770       NA     NA  92.37016 78.89370
## 340       NA          NA  94.23678  89.64570       NA     NA  94.84167 83.21114
## 429       NA 0.001790646  93.08629  89.09757       NA     NA  92.67244 80.57012
## 807       NA          NA  98.87399        NA       NA     NA        NA 92.63767
## 9231      NA 0.004600000  93.20407        NA       NA     NA  92.87143 83.21069
## 1867      NA          NA  99.27273        NA       NA     NA        NA       NA
## 1956      NA          NA  88.82500        NA       NA     NA        NA 76.77298
## 2334      NA          NA  87.56429        NA       NA     NA  86.25000 79.40000
## 2450      NA 0.004800000  92.64091        NA       NA     NA  92.75387 83.83878
## 372       NA 0.001883846  93.13102        NA       NA     NA        NA 84.25336
## 412       NA          NA  93.71812  88.85036       NA     NA        NA       NA
## 775       NA          NA  92.35000  90.60000       NA     NA        NA 81.27805
## 1358      NA          NA  90.68000        NA       NA     NA        NA 78.90000
## 1448      NA 0.005500000  93.42727        NA       NA     NA  94.02317 86.65441
## 1899      NA          NA  91.50000  88.80000       NA     NA  92.72667 79.94211
## 1939      NA          NA  81.87500        NA       NA     NA        NA       NA
## 2302      NA 0.071400000  88.92500        NA       NA     NA  89.21154 75.93889
## 347       NA          NA  95.87069        NA       NA     NA  96.26080 86.32324
## 743       NA 0.001000000  98.06691        NA       NA     NA  97.61476 90.42466
## 1374      NA          NA  93.64444        NA       NA     NA        NA 81.66000
## 1376      NA          NA  90.66865        NA       NA     NA  90.78000 85.20000
## 14871     NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1509      NA          NA  94.99487        NA       NA     NA  94.75000 84.05556
## 1874      NA          NA  80.00000        NA       NA     NA        NA       NA
## 2270      NA          NA  92.86506        NA       NA     NA        NA 86.50952
## 711       NA          NA  97.67405        NA       NA     NA  97.66400 88.38862
## 10421     NA          NA  89.50588        NA       NA     NA  88.99722 80.18800
## 1161      NA 0.015200000  91.71333  91.96545       NA     NA        NA       NA
## 1235      NA 0.006600000  95.78936        NA       NA     NA        NA 87.51833
## 1300      NA          NA  70.84000        NA       NA     NA        NA       NA
## 1320      NA 0.005500000  93.99364        NA       NA     NA        NA 82.54433
## 2238      NA          NA        NA  90.21429       NA     NA  93.73334 83.55882
## 2569      NA 0.013600000  94.68361  87.18018       NA     NA  94.33053 82.53421
## 395       NA          NA  92.77449        NA       NA     NA        NA       NA
## 1429      NA          NA  90.65000        NA       NA     NA  90.67586 80.45073
## 1440      NA          NA  95.12500        NA       NA     NA  95.55000 85.40000
## 1443      NA 0.001900000  92.70698        NA       NA     NA  89.65000       NA
## 1474      NA 0.003300000  96.16685        NA 86.91021     NA        NA 83.78667
## 1501      NA 0.003500000  94.47185        NA       NA     NA        NA 86.07500
## 1502      NA          NA  94.44167        NA 87.30000     NA  94.45378 79.31971
## 1504      NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 1516      NA 0.019900000  94.51812  93.10000       NA     NA        NA       NA
## 1922      NA          NA  96.04932        NA       NA     NA        NA 83.67097
## 222       NA          NA  97.04684        NA       NA     NA        NA 87.38872
## 4791      NA          NA  93.22495  88.39167       NA     NA  92.82004 82.31736
## 1254      NA 0.011000000  94.16432        NA       NA     NA  93.34697 88.23524
## 1343      NA          NA        NA        NA       NA     NA        NA 62.65000
## 1671      NA          NA        NA        NA 87.45000     NA  93.76562 85.23924
## 1705      NA          NA  98.30904        NA 89.38788     NA  96.65000 86.70000
## 1719      NA          NA  94.46666        NA       NA     NA  93.92483 84.83365
## 1830      NA          NA  94.00204        NA       NA     NA        NA 82.85384
## 1172      NA          NA  95.13185        NA       NA     NA        NA 86.02941
## 11951     NA 0.002000000  94.89284        NA       NA     NA  93.72105 83.80500
## 1311      NA          NA  95.11336        NA       NA     NA  95.43428 87.48169
## 1313      NA 0.006400000  94.85702        NA       NA     NA  93.94681 84.53884
## 1353      NA          NA  95.34114  82.38572       NA     NA  95.70833       NA
## 1360      NA 0.032300000  89.90000        NA       NA     NA  90.91213       NA
## 1895      NA          NA  96.92928        NA       NA     NA        NA 85.36724
## 1983      NA          NA  74.90000        NA       NA     NA        NA       NA
## 2248      NA          NA  95.22932        NA       NA     NA        NA 83.63130
## 2357      NA          NA  95.71688        NA       NA     NA        NA 86.48000
## 226       NA          NA  97.27721        NA       NA     NA        NA 87.73337
## 480       NA          NA  95.27204  89.27094       NA     NA        NA 83.95015
## 845       NA          NA  92.74722        NA       NA     NA  93.13538 86.65846
## 1552      NA          NA  97.32000        NA       NA     NA  98.13333 84.28666
## 1609      NA 0.011500000  94.91605        NA       NA     NA  93.76712 89.43407
## 1703      NA          NA  64.77500        NA       NA     NA        NA       NA
## 1728      NA          NA  96.58889        NA 90.74702     NA  96.25000 88.40000
## 2145      NA          NA  98.94167        NA       NA     NA        NA 88.05294
## 249       NA          NA  92.60474        NA       NA     NA        NA 80.31952
## 251       NA          NA  93.90438        NA       NA     NA  94.16920 86.94041
## 506       NA 0.005126374  92.06444  87.59907       NA     NA        NA       NA
## 556       NA          NA  90.48876        NA       NA     NA  90.69661 82.89888
## 1208      NA 0.007700000  85.55454        NA       NA     NA  85.46464 76.97160
## 1283      NA 0.004200000  93.09016        NA       NA     NA        NA 81.32596
## 1284      NA          NA  96.47520        NA 87.18333     NA        NA 84.25625
## 2345      NA 0.006800000  85.40482        NA       NA     NA  85.34406 75.63522
## 2565      NA          NA  95.05511        NA       NA     NA  94.71566 86.01368
## 317       NA          NA  93.12915  88.68996       NA     NA  91.88439 81.16541
## 335       NA          NA  94.45150        NA       NA     NA        NA 82.84335
## 663       NA 0.013385973  91.62516        NA       NA     NA  90.26260       NA
## 1333      NA 0.007700000  91.21250  90.90000       NA     NA  90.93207 81.10142
## 1475      NA          NA  94.45800        NA       NA     NA        NA 85.72941
## 19961     NA          NA  63.28334        NA       NA     NA        NA       NA
## 2113      NA 0.006600000  99.66071        NA       NA     NA        NA 89.04574
## 2368      NA          NA        NA        NA       NA     NA  91.58333 77.68970
## 22        NA          NA        NA  92.06219       NA     NA        NA 81.91985
## 63        NA          NA  96.29658        NA       NA     NA        NA       NA
## 168       NA          NA  95.72905        NA       NA     NA  94.39959 85.92516
## 174       NA          NA  97.31097  92.90687       NA     NA        NA       NA
## 673       NA          NA  91.52864  86.74016       NA     NA        NA 83.48825
## 1177      NA 0.003700000  96.66975        NA       NA     NA  96.35401 88.40639
## 1180      NA 0.004000000  96.51726        NA       NA     NA        NA       NA
## 1260      NA          NA  91.38164        NA       NA     NA        NA 77.56800
## 1744      NA 0.024200000  98.32157        NA       NA     NA  97.21428 88.30516
## 1759      NA          NA  95.74352        NA       NA     NA  95.60000 85.36968
## 2222      NA 0.008700000        NA        NA       NA     NA  95.97947 90.62366
## 2362      NA 0.010200000  90.64737        NA       NA     NA  90.67018       NA
## 2530      NA          NA  92.86667        NA       NA     NA        NA 81.13421
## 2600      NA 0.001000000  98.76036        NA       NA     NA  98.08804 87.87984
## 2641      NA          NA  91.67734        NA       NA     NA        NA 80.00794
## 7581      NA 0.002500000  95.57833  86.89595 88.15148     NA        NA 82.20294
## 1178      NA 0.015900000  89.67190        NA       NA     NA  90.18057 77.45971
## 1287      NA          NA  93.17280  86.51428       NA     NA        NA 81.78800
## 1445      NA          NA        NA        NA       NA     NA        NA 73.76250
## 19561     NA          NA  88.82500        NA       NA     NA        NA 76.77298
## 2229      NA 0.005800000  93.38621        NA       NA     NA        NA 83.57037
## 2246      NA          NA  93.52000        NA       NA     NA  93.06777 86.12237
## 2312      NA 0.013400000  91.68889  82.59375       NA     NA  92.35603       NA
## 2412      NA 0.011900000  92.43640        NA       NA     NA        NA 81.09718
## 173       NA          NA  97.02378        NA       NA     NA        NA 86.40454
## 315       NA          NA  98.15457        NA       NA     NA        NA 86.22159
## 376       NA 0.005145946  99.13141        NA       NA     NA        NA       NA
## 1630      NA          NA  83.75000        NA       NA     NA        NA       NA
## 1646      NA          NA  94.15278        NA       NA     NA  93.52676 83.87014
## 1683      NA 0.006600000        NA        NA 88.62210     NA  97.02217 89.03125
## 1891      NA          NA  95.55000        NA       NA     NA  95.82594 84.38977
## 1930      NA          NA        NA  87.52857       NA     NA  91.70714 81.05556
## 2007      NA 0.001000000  94.26666        NA       NA     NA  96.04372 86.38109
## 2252      NA          NA        NA        NA       NA     NA  93.68172 80.91887
## 2471      NA          NA  91.63377        NA       NA     NA        NA 84.11120
## 2511      NA          NA  94.29549        NA       NA     NA        NA 84.20213
## 152       NA          NA  99.57500        NA       NA     NA  99.95531 88.22402
## 307       NA          NA  88.99203        NA       NA     NA  88.87443 79.74874
## 414       NA          NA  98.33935  95.61573       NA     NA  98.61120 88.70589
## 1185      NA 0.013300000  94.09798  84.79630       NA     NA        NA       NA
## 1331      NA 0.005100000  95.72114  92.97746       NA     NA  95.91870       NA
## 1351      NA          NA  93.01111        NA       NA     NA        NA 87.50000
## 1565      NA          NA  67.88889        NA       NA     NA        NA 61.00000
## 1718  0.0294          NA  80.38485        NA       NA     NA        NA       NA
## 1808  0.3030          NA  55.01250        NA       NA     NA        NA       NA
## 2013      NA 0.002200000  93.11322        NA       NA     NA  91.60000 86.92138
## 2031      NA          NA  72.62857        NA       NA     NA        NA       NA
## 2090      NA 0.033900000  92.83143        NA       NA     NA  90.96666 84.72647
## 598       NA          NA  90.12453  85.89722       NA     NA        NA       NA
## 1155      NA          NA  85.44941        NA       NA     NA  85.30000 78.57174
## 13581     NA          NA  90.68000        NA       NA     NA        NA 78.90000
## 1533      NA 0.008300000  93.21273  88.35214       NA     NA        NA 83.33954
## 2025      NA 0.009200000  95.11823  90.13248       NA     NA  95.16279 82.77695
## 2035      NA 0.003400000  93.73379        NA       NA     NA        NA 84.96577
## 2307      NA 0.004600000  92.48899        NA       NA     NA  92.25828 83.14498
## 2498      NA 0.013400000  91.10880  84.87273       NA     NA        NA       NA
## 5321      NA          NA  91.25677  85.48942       NA     NA        NA       NA
## 975       NA          NA  91.34807        NA       NA     NA        NA 81.03807
## 1040      NA          NA  90.80387        NA       NA     NA  90.69865       NA
## 1214      NA          NA  93.52139  88.66065       NA     NA        NA 80.19487
## 1612      NA          NA  62.32857        NA       NA     NA        NA       NA
## 2006      NA          NA  59.21731        NA       NA     NA        NA       NA
## 2338      NA          NA  93.76250  87.20333       NA     NA  93.64375 74.76923
## 2504      NA          NA        NA        NA       NA     NA  88.73409       NA
## 2536      NA          NA  92.45416        NA       NA     NA        NA 81.72941
## 279       NA          NA  95.04828        NA       NA     NA        NA 82.18758
## 351       NA          NA  95.77878  87.72891 85.86118     NA        NA       NA
## 1336      NA          NA  93.34889        NA       NA     NA        NA 84.70192
## 13492     NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 1356      NA 0.009400000  97.60402        NA 87.96614     NA        NA 87.07593
## 1417      NA          NA  91.70545        NA       NA     NA  91.30322 83.77451
## 15091     NA          NA  94.99487        NA       NA     NA  94.75000 84.05556
## 1542      NA 0.007000000        NA  92.22767       NA     NA  93.62870 81.19695
## 2055      NA 0.001800000  95.93546        NA       NA     NA  95.71162 87.10100
## 2273      NA          NA        NA        NA       NA     NA  93.74000 85.50000
## 2499      NA 0.015400000  93.50834        NA       NA     NA  93.32123 82.04898
## 2566      NA 0.006200000  95.32474  90.35000       NA     NA  95.15000 86.38889
## 51        NA 0.003574338  91.93625  85.38991       NA     NA  91.60005       NA
## 365       NA 0.002247411  92.80383        NA 84.94149     NA  92.38604 88.95039
## 552       NA          NA  93.32181        NA 84.27238     NA        NA 81.75242
## 630       NA          NA  93.41707  87.53676       NA     NA  93.23559 83.05162
## 1493      NA          NA  99.64166        NA       NA     NA        NA 82.24000
## 1506      NA 0.005700000 100.70000 100.21284       NA     NA        NA 91.87102
## 1514      NA          NA        NA  87.00000       NA     NA        NA 81.83333
## 1925      NA 0.011900000  95.93301        NA 92.02285     NA  96.13333 85.72456
## 2349      NA 0.004000000  90.90696        NA       NA     NA  91.80000 79.83955
## 2413      NA          NA  90.40000        NA       NA     NA  90.23846       NA
## 2629      NA 0.001800000        NA        NA       NA     NA  88.13419 74.94139
## 48        NA          NA        NA        NA       NA     NA  95.48404       NA
## 246       NA          NA  90.81014        NA       NA     NA  90.34672 79.75824
## 1428      NA          NA  99.02121        NA       NA     NA        NA       NA
## 14872     NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1503      NA 0.013300000  96.97955        NA       NA     NA  97.17244 87.47883
## 16981     NA          NA  95.07438        NA       NA     NA        NA 84.59744
## 1700      NA 0.004800000  86.45205        NA       NA     NA  86.48162 77.84715
## 2169      NA          NA  67.75555        NA       NA     NA        NA       NA
## 2178      NA 0.003300000  92.52620        NA       NA     NA        NA 85.52395
## 2626      NA 0.007100000  95.46864        NA       NA     NA        NA 82.64545
## 3951      NA          NA  92.77449        NA       NA     NA        NA       NA
## 1270      NA          NA        NA  93.90588       NA     NA        NA 87.08571
## 1315      NA          NA  94.74579        NA       NA     NA        NA       NA
## 1381      NA          NA  94.70750        NA       NA     NA        NA 85.17778
## 16531 0.2857          NA  68.23000        NA       NA     NA        NA       NA
## 1661      NA          NA  94.98465        NA       NA     NA  94.44849 85.89000
## 2027      NA 0.018600000  97.11434        NA       NA     NA        NA 88.49128
## 2128      NA 0.010800000  94.94702        NA       NA     NA        NA 84.02615
## 1220      NA 0.029600000        NA        NA       NA     NA  93.44225 85.04666
## 1369      NA          NA        NA        NA       NA     NA        NA 61.86667
## 1392      NA 0.003300000  93.23334        NA       NA     NA  94.28820 86.59954
## 1751      NA          NA  96.96948        NA       NA     NA        NA 88.36093
## 1988      NA 0.003700000  94.92273        NA       NA     NA  94.75625 84.47211
## 2153      NA 0.011500000  95.71865        NA       NA     NA        NA 85.84912
## 2167      NA          NA  95.17770        NA       NA     NA        NA       NA
## 2437      NA          NA  86.57400        NA       NA     NA        NA 78.77778
## 2454      NA          NA  91.33803        NA       NA     NA  90.49167 82.76250
## 2578      NA 0.004000000        NA  93.06764       NA     NA  98.68647       NA
## 1097      NA 0.001500000  90.69800        NA 84.44000     NA  90.92500 86.53265
## 1209      NA          NA        NA        NA       NA     NA  92.25454 80.61667
## 1335      NA          NA  94.10494        NA       NA     NA        NA 80.64000
## 1975      NA 0.022700000  94.43403        NA       NA     NA        NA 87.25792
## 2187      NA 0.004300000  94.43490  88.58333       NA     NA        NA 81.02888
## 2259      NA          NA  95.76428        NA       NA     NA        NA 86.10371
## 2341      NA          NA  93.83231        NA       NA     NA        NA 79.32297
## 2453      NA          NA  91.56563        NA       NA     NA  91.57960 82.86585
## 2522      NA 0.009000000  88.53849        NA       NA     NA        NA 83.63765
## 574       NA          NA        NA  82.26025       NA     NA  86.68522       NA
## 590       NA          NA  93.53168        NA       NA     NA        NA 85.34225
## 983       NA 0.002400000  95.68301        NA 85.56798     NA  92.53750 88.66332
## 1013      NA 0.003500000  90.42410  85.98944       NA     NA  89.89630       NA
## 2076      NA          NA  72.50204        NA       NA     NA        NA       NA
## 2158      NA          NA  94.65000        NA       NA     NA  94.07500 84.04286
## 2177      NA          NA        NA        NA       NA     NA  94.92391 85.21941
## 2324      NA 0.005000000  94.47221        NA       NA     NA  88.80000 86.17994
## 182       NA          NA        NA  92.87471       NA     NA  92.39732 84.29895
## 212       NA          NA  95.87752  92.40219       NA     NA  95.25908       NA
## 333       NA          NA  93.37123        NA       NA     NA  92.11949 82.24881
## 609       NA          NA  91.88048        NA       NA     NA        NA       NA
## 1162      NA          NA  95.76596  88.92102       NA     NA  95.47978       NA
## 1286      NA 0.007100000  96.00000        NA       NA     NA  96.04501 87.73871
## 1426      NA 0.000900000  96.54727        NA       NA     NA  96.70916       NA
## 1611      NA 0.005500000  97.89011        NA       NA     NA  97.41911 87.97143
## 1882      NA 0.013200000  93.48668        NA       NA     NA        NA 82.93880
## 1958      NA 0.004200000  98.95841        NA       NA     NA  98.88027 91.61118
## 2038      NA 0.010800000  97.25995        NA 89.63066     NA        NA 89.53793
## 2467      NA 0.010900000  94.00000        NA       NA     NA  93.66661 88.56535
## 756       NA          NA  90.47408        NA       NA     NA        NA 81.68889
## 780       NA 0.001900000  95.26243        NA       NA     NA        NA 83.38425
## 991       NA 0.001100000        NA        NA       NA     NA  92.08832 83.97032
## 1305      NA 0.003900000  96.98750        NA       NA     NA        NA 90.16667
## 1373      NA          NA  66.22500        NA       NA     NA        NA       NA
## 1459      NA          NA  93.58790  90.49600       NA     NA        NA 85.19221
## 1594      NA          NA  49.57619        NA       NA     NA        NA       NA
## 1860      NA          NA  77.60000        NA       NA     NA        NA       NA
## 613       NA          NA  94.09957        NA       NA     NA  93.93087 83.49453
## 1108      NA          NA  93.99134        NA       NA     NA  93.45449 84.69105
## 2279      NA          NA  95.75778        NA       NA     NA        NA 83.48500
## 2310      NA          NA  69.15455        NA       NA     NA        NA       NA
## 2333      NA 0.016000000  91.49693        NA       NA     NA  88.85000       NA
## 2348      NA          NA        NA        NA       NA     NA  89.13620       NA
## 2372      NA 0.024900000        NA        NA       NA     NA  92.34413 84.39132
## 2526      NA          NA        NA        NA       NA     NA  94.45334 86.17143
## 2574      NA          NA  93.97097  87.04286       NA     NA  94.33333 80.68421
## 111       NA          NA  85.86123        NA       NA     NA  86.59740 77.64666
## 1438      NA          NA  95.20455        NA       NA     NA  95.38667 87.20000
## 15041     NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 1811      NA          NA  73.92449        NA       NA     NA  88.50000       NA
## 2092      NA          NA  95.76923  93.38139       NA     NA  95.07895 82.39524
## 2131      NA          NA  61.97879        NA       NA     NA        NA       NA
## 2410      NA          NA  93.43333        NA       NA     NA        NA       NA
## 2539      NA 0.018900000  94.01855        NA       NA     NA        NA       NA
## 1111      NA          NA  85.86123        NA       NA     NA  86.59740 77.64666
## 14381     NA          NA  95.20455        NA       NA     NA  95.38667 87.20000
## 15042     NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 18111     NA          NA  73.92449        NA       NA     NA  88.50000       NA
## 20921     NA          NA  95.76923  93.38139       NA     NA  95.07895 82.39524
## 21311     NA          NA  61.97879        NA       NA     NA        NA       NA
## 24101     NA          NA  93.43333        NA       NA     NA        NA       NA
## 25391     NA 0.018900000  94.01855        NA       NA     NA        NA       NA
## 529       NA          NA  92.28572        NA       NA     NA        NA       NA
## 638       NA 0.005600000        NA        NA       NA     NA  94.03068 86.69714
## 951       NA 0.004700000  92.59129  84.66667 84.85663     NA        NA 83.81081
## 1505      NA          NA  96.55584        NA       NA     NA        NA       NA
## 1614      NA          NA  95.20289  88.96078       NA     NA        NA 84.32286
## 1927      NA 0.002700000  92.38621  90.11913       NA     NA  92.00069       NA
## 2481      NA 0.008900000  92.05287        NA       NA     NA        NA 80.07277
## 2590      NA 0.009400000  95.83620  89.44928       NA     NA        NA       NA
## 467       NA          NA  93.95523        NA       NA     NA        NA 88.75045
##         vCU_sc   vKC_sc   vEP_sc   vCH_sc vSC_sc   vKN_sc     FA_X_sc
## 479         NA       NA       NA 85.13644     NA       NA  -5.0297075
## 532   78.42673       NA       NA 84.12735     NA       NA   5.2478820
## 1032  82.56710       NA       NA 84.52335     NA       NA          NA
## 1042        NA       NA       NA 84.23864     NA       NA   8.8560785
## 1047  74.28182       NA       NA 83.23500     NA       NA   3.7902438
## 1964        NA       NA       NA 86.40000     NA       NA  -4.0049466
## 2148  63.88889       NA 42.84545       NA     NA       NA  -5.2130814
## 2154        NA       NA 51.66000       NA     NA       NA  -4.2013998
## 2192        NA       NA       NA 85.14000     NA       NA          NA
## 2241        NA       NA       NA 88.78378     NA       NA  -8.7521174
## 447         NA       NA       NA       NA     NA       NA  -6.5950881
## 490         NA 76.76105       NA 85.51531     NA       NA   5.8804569
## 496   73.35211       NA       NA 79.53403     NA       NA   5.3512106
## 923         NA 80.60000       NA 88.59259     NA       NA  -2.3483778
## 1038  77.92034       NA       NA 87.39540     NA       NA   3.2409258
## 1960        NA       NA 49.14444       NA     NA       NA          NA
## 1984        NA       NA       NA       NA     NA       NA  -4.8988364
## 1996        NA       NA 46.62727       NA     NA       NA  -3.6276833
## 2009        NA       NA       NA 84.92500     NA       NA  -7.2959000
## 2051        NA       NA       NA       NA     NA       NA  -7.5407794
## 2085  84.86667       NA       NA       NA     NA       NA  -4.7192522
## 342         NA       NA       NA 86.31949     NA       NA  -5.0854723
## 362         NA       NA       NA       NA     NA       NA  -5.0538803
## 896   73.35000       NA       NA 87.59000     NA       NA  -2.4649485
## 1195        NA       NA       NA 89.11429     NA       NA  -2.8723260
## 1389        NA       NA       NA       NA     NA       NA  -3.3213515
## 1393  77.18182       NA       NA       NA     NA       NA  -3.4633335
## 1463        NA       NA       NA 84.66339     NA       NA  -3.4559650
## 1767        NA       NA       NA 84.32500     NA       NA  -3.0340540
## 2587        NA       NA       NA       NA     NA       NA          NA
## 2607        NA       NA       NA 86.76667     NA       NA   4.5790152
## 137   81.88513       NA       NA 89.11603     NA       NA  -5.7836095
## 258         NA 76.74409       NA 85.38727     NA       NA  -4.7017261
## 377         NA       NA       NA 83.57850     NA       NA  -7.4871562
## 1581        NA       NA 52.74000       NA     NA       NA  -8.4362963
## 1640  80.88611       NA       NA       NA     NA       NA  -5.9974543
## 2382  82.39484       NA       NA       NA     NA       NA   3.8986877
## 2503  78.82891       NA       NA       NA     NA       NA   0.9951326
## 2622  82.96806       NA       NA 87.32500     NA       NA   2.2593567
## 69          NA       NA       NA       NA     NA       NA  -7.1562514
## 136   80.26201       NA       NA 88.22035     NA       NA  -3.5617165
## 1101        NA       NA       NA 81.15080     NA       NA   5.4867332
## 1268        NA 78.23147       NA 85.52110     NA       NA  -5.4461486
## 1279        NA       NA       NA 86.38494     NA       NA  -6.6726521
## 1308        NA 76.52955       NA       NA     NA       NA  -1.5786345
## 1324        NA       NA       NA       NA     NA       NA          NA
## 1330  79.42476       NA       NA 90.32832     NA       NA  -3.2544647
## 2104        NA       NA       NA 60.45000     NA       NA          NA
## 2314        NA       NA       NA       NA     NA       NA   4.8491665
## 2381  80.21500       NA       NA       NA     NA       NA   2.8952056
## 55    65.86380       NA       NA 79.09796     NA       NA  -6.3175532
## 1153  78.90000       NA       NA 77.35000     NA       NA -10.1756491
## 1439        NA       NA       NA       NA     NA       NA  -4.3573213
## 1617  79.78747       NA       NA 87.58889     NA       NA  -4.9830447
## 1653  58.30000       NA       NA       NA     NA       NA  -6.0884998
## 1737        NA       NA       NA 86.77232     NA       NA  -8.3963591
## 1926  80.63611       NA       NA 89.27738     NA       NA  -4.6509170
## 2300  81.76667       NA       NA       NA     NA       NA  -7.4250832
## 238   78.66540       NA       NA 91.24793     NA       NA  -4.7911288
## 1077  78.07678       NA       NA 87.49189     NA       NA  -0.3544069
## 1159        NA       NA       NA       NA     NA       NA  -0.4866667
## 1253        NA       NA       NA       NA     NA       NA          NA
## 1387        NA       NA       NA 85.99460     NA       NA  -7.5460226
## 1450        NA       NA       NA 86.28889     NA       NA  -7.4144000
## 1915        NA       NA       NA 84.85000     NA       NA  -6.3587931
## 2483        NA       NA       NA       NA     NA       NA   7.7712498
## 612   74.32741       NA       NA 85.92734     NA       NA   4.1625413
## 1229        NA       NA       NA       NA     NA       NA  -3.2635294
## 1231  78.23077       NA       NA 87.57500     NA       NA  -4.4487499
## 1349        NA       NA       NA 85.27708     NA       NA  -8.1850004
## 1553        NA       NA       NA 87.92500     NA       NA  -4.5824944
## 1660        NA       NA       NA 90.90000     NA       NA  -7.4766219
## 1663        NA       NA       NA 89.67688     NA       NA  -2.6569581
## 1959        NA       NA 58.30000       NA     NA       NA  -7.2845249
## 6121  74.32741       NA       NA 85.92734     NA       NA   4.1625413
## 12291       NA       NA       NA       NA     NA       NA  -3.2635294
## 12311 78.23077       NA       NA 87.57500     NA       NA  -4.4487499
## 13491       NA       NA       NA 85.27708     NA       NA  -8.1850004
## 15531       NA       NA       NA 87.92500     NA       NA  -4.5824944
## 16601       NA       NA       NA 90.90000     NA       NA  -7.4766219
## 16631       NA       NA       NA 89.67688     NA       NA  -2.6569581
## 19591       NA       NA 58.30000       NA     NA       NA  -7.2845249
## 476         NA       NA       NA 89.34089     NA       NA  -6.4197750
## 527   80.17837       NA       NA       NA     NA       NA   4.2382395
## 576   78.89109       NA       NA 87.17369     NA       NA   3.6264155
## 2047        NA       NA       NA       NA     NA       NA   4.8421860
## 2118  79.90000       NA       NA 87.80421     NA       NA  -7.1211022
## 2133        NA       NA       NA 90.26910     NA       NA  -5.6807641
## 2134        NA       NA       NA       NA     NA       NA  -5.0220455
## 2139        NA       NA       NA 91.73334     NA       NA  -3.1247615
## 2181        NA       NA       NA       NA     NA       NA  -4.9041500
## 2190  79.98529       NA       NA 84.25000     NA       NA  -2.2770852
## 2205        NA       NA       NA       NA     NA       NA  -3.2752800
## 2206        NA       NA       NA 86.22683     NA       NA  -6.1490819
## 758   74.74167       NA       NA       NA     NA       NA  -2.7670391
## 820   74.71743       NA       NA 79.70446     NA       NA          NA
## 1535  79.05093       NA       NA       NA     NA       NA  -2.5466896
## 1546  85.77900       NA       NA       NA     NA       NA  -3.9581010
## 1555        NA       NA       NA 89.01824     NA       NA  -6.4553061
## 1618        NA       NA       NA       NA     NA       NA  -6.5149999
## 1684        NA 78.72066       NA       NA     NA       NA  -2.6887342
## 1740        NA       NA       NA 89.05000     NA       NA  -3.3316667
## 1746        NA       NA       NA 90.10000     NA       NA  -4.2437500
## 2515        NA       NA       NA       NA     NA       NA          NA
## 2577        NA       NA       NA 90.62059     NA       NA   2.5055776
## 537         NA       NA       NA 81.42107     NA       NA   4.0679942
## 960         NA 80.22929       NA 74.59798     NA       NA  -2.2672372
## 1068  71.87229       NA       NA 79.62766     NA       NA   7.9045455
## 12531       NA       NA       NA       NA     NA       NA          NA
## 1301        NA       NA       NA 83.89000     NA       NA  -7.3342108
## 1487  78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1508        NA       NA       NA       NA     NA       NA  -1.2568254
## 1735  79.28334       NA       NA 85.98334     NA       NA  -6.4640627
## 2294        NA       NA       NA       NA     NA       NA  -5.0145714
## 805   77.38636       NA       NA 85.37368     NA       NA  -3.8365216
## 1563        NA 79.58400       NA 85.67174     NA       NA  -6.5428857
## 1576        NA       NA       NA       NA     NA       NA  -1.6975001
## 1578        NA       NA       NA       NA     NA       NA  -8.4384058
## 1588  56.45000       NA       NA       NA     NA       NA          NA
## 1606        NA 79.55000       NA 89.97360     NA       NA  -4.4588409
## 1644  63.40000       NA       NA       NA     NA       NA  -3.3038806
## 1650        NA       NA       NA       NA     NA       NA  -4.5717910
## 1655        NA       NA       NA       NA     NA       NA  -1.7700000
## 1679        NA       NA       NA 88.96129     NA       NA  -3.9069299
## 1698        NA       NA       NA 87.24146     NA       NA  -5.0807440
## 1712        NA       NA 43.14706       NA     NA       NA  -3.6066666
## 1722        NA       NA       NA 82.17143     NA       NA  -4.1661905
## 1745        NA       NA       NA 90.14571     NA       NA  -8.2416668
## 2562        NA       NA       NA 82.85364     NA       NA   6.4684488
## 366   81.65537       NA       NA 86.12457     NA       NA  -4.6647261
## 389         NA       NA       NA 88.71040     NA       NA  -4.9369284
## 424   82.19309       NA       NA       NA     NA       NA          NA
## 1627        NA       NA 63.20000       NA     NA       NA  -2.5303704
## 1668        NA 76.48847       NA 82.90000     NA       NA  -2.1146202
## 2123        NA       NA       NA       NA     NA       NA  -7.1387831
## 2146        NA       NA       NA 91.35556     NA       NA  -4.2165294
## 21811       NA       NA       NA       NA     NA       NA  -4.9041500
## 231   71.98229       NA       NA 84.05609     NA       NA  -3.2565808
## 592         NA       NA       NA 85.24922     NA       NA   8.8914446
## 813   72.65000       NA       NA 79.51428     NA       NA  -6.5657895
## 1088  76.27273       NA       NA 82.09828     NA       NA   6.4593630
## 1449        NA       NA       NA 90.05611     NA       NA  -6.8118551
## 1670        NA       NA       NA 88.90064     NA       NA  -4.5538034
## 1945        NA       NA       NA       NA     NA       NA  -5.2201387
## 2306  73.30000       NA       NA 73.65000     NA       NA   8.3053847
## 2527        NA       NA       NA 80.72919     NA       NA          NA
## 340         NA       NA       NA       NA     NA       NA  -0.4537656
## 429   76.71258       NA       NA 84.99414     NA       NA  -3.5093428
## 807   83.44375       NA       NA 92.01299     NA       NA  -5.9810539
## 9231        NA 80.60000       NA 88.59259     NA       NA  -2.3483778
## 1867  83.48333       NA       NA 90.68000     NA       NA  -7.8363634
## 1956  71.01667       NA       NA 83.35000     NA       NA  -1.8570667
## 2334  70.00000       NA       NA       NA     NA       NA   1.4692857
## 2450        NA       NA       NA 87.78957     NA       NA   8.1440911
## 372         NA 76.17546       NA       NA     NA       NA  -1.9373131
## 412   83.28506       NA       NA 86.77808     NA       NA  -6.0472530
## 775   75.43077       NA       NA 82.36364     NA       NA  -3.4894738
## 1358  73.50000       NA       NA 84.85714     NA       NA  -4.9660000
## 1448        NA       NA       NA 85.79231     NA       NA  -4.7154544
## 1899  74.70000       NA       NA 86.50000     NA       NA  -6.3099999
## 1939  39.30000       NA 43.10371       NA     NA       NA  -3.5840437
## 2302        NA       NA       NA       NA     NA       NA   7.9933332
## 347         NA       NA       NA       NA     NA       NA  -8.2687863
## 743   83.72405       NA       NA 91.81799     NA       NA  -6.7735033
## 1374        NA       NA       NA       NA     NA       NA  -2.1488889
## 1376  77.71569       NA       NA 79.59194     NA       NA  -1.4332836
## 14871 78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1509        NA       NA       NA 87.85714     NA       NA  -3.3066668
## 1874        NA       NA 61.46316       NA     NA       NA  -7.5528570
## 2270        NA       NA       NA 77.40244     NA       NA  -3.6382433
## 711         NA 83.43011       NA 89.83895     NA       NA  -7.5138673
## 10421       NA       NA       NA 84.23864     NA       NA   8.8560785
## 1161        NA 82.24518       NA       NA     NA       NA  -5.6996668
## 1235  83.86325       NA       NA       NA     NA       NA  -4.6866225
## 1300        NA       NA       NA       NA     NA       NA  -7.6239998
## 1320        NA       NA       NA 87.71237     NA       NA  -7.0703181
## 2238        NA       NA       NA 88.91765     NA       NA          NA
## 2569        NA       NA       NA 88.10000     NA       NA   7.0852951
## 395         NA       NA       NA 82.53656     NA       NA  -5.1562613
## 1429        NA       NA       NA 83.02727     NA       NA -10.9379543
## 1440        NA       NA       NA       NA     NA       NA  -2.2487500
## 1443  84.23958       NA       NA 84.53003     NA       NA  -4.0417276
## 1474        NA       NA       NA       NA     NA       NA  -5.6877765
## 1501        NA       NA       NA 88.86452     NA       NA  -7.6612594
## 1502        NA       NA       NA       NA     NA       NA  -8.2191663
## 1504        NA       NA       NA       NA     NA       NA  -4.5894735
## 1516  80.12941       NA       NA       NA     NA       NA  -0.8132215
## 1922        NA       NA       NA       NA     NA       NA  -3.4034246
## 222   80.36967       NA       NA 85.94244     NA       NA  -4.5744012
## 4791        NA       NA       NA 85.13644     NA       NA  -5.0297075
## 1254  79.18221       NA       NA 86.84348     NA       NA  -4.6522535
## 1343  54.40000       NA       NA       NA     NA       NA          NA
## 1671        NA       NA       NA       NA     NA       NA          NA
## 1705  82.77273       NA       NA       NA     NA       NA  -5.7468957
## 1719        NA       NA       NA       NA     NA       NA  -5.5607577
## 1830        NA       NA       NA 83.24000     NA       NA  -4.2887754
## 1172  77.18182       NA       NA       NA     NA       NA  -4.1438517
## 11951       NA       NA       NA 89.11429     NA       NA  -2.8723260
## 1311  84.13944       NA       NA       NA     NA       NA  -2.7958289
## 1313        NA       NA       NA 87.91270     NA       NA  -2.8239541
## 1353        NA       NA       NA 83.70930     NA       NA  -8.0454952
## 1360  77.65268       NA       NA 86.98125     NA       NA  -6.3100001
## 1895        NA       NA       NA 89.66111     NA       NA  -2.6280179
## 1983        NA       NA 56.32381       NA     NA       NA  -4.9046998
## 2248        NA       NA       NA 91.72934     NA       NA  -4.0547792
## 2357  82.50000       NA       NA 84.02000     NA       NA   9.2800003
## 226         NA       NA       NA 81.57428     NA       NA  -4.2312539
## 480         NA       NA       NA 85.96208     NA       NA  -4.9947579
## 845   80.03089       NA       NA 87.23306     NA       NA  -6.1173613
## 1552        NA       NA       NA 88.05000     NA       NA  -7.9087693
## 1609  82.44597       NA       NA 87.23290     NA       NA  -6.1903688
## 1703  55.45000       NA       NA       NA     NA 59.84286  -7.1900001
## 1728        NA       NA       NA       NA     NA       NA  -7.5313334
## 2145        NA       NA       NA 91.70000     NA       NA  -5.6929582
## 249   75.85863       NA       NA 85.91659     NA       NA  -5.8127728
## 251   85.31686       NA       NA       NA     NA       NA  -5.6188216
## 506   78.85744       NA       NA       NA     NA       NA   4.3518989
## 556         NA       NA       NA 81.73782     NA       NA   5.2141008
## 1208        NA       NA       NA 80.24821     NA       NA  -8.5454545
## 1283        NA       NA       NA       NA     NA       NA  -8.6461622
## 1284  81.47972       NA       NA       NA     NA       NA  -7.3302372
## 2345        NA       NA       NA 72.65035     NA       NA   9.7585545
## 2565        NA       NA       NA       NA     NA       NA   5.5255102
## 317         NA       NA       NA 87.03422     NA       NA  -4.1511127
## 335         NA       NA       NA       NA     NA       NA  -5.1161064
## 663   76.51779       NA       NA 82.87608     NA       NA   6.4098446
## 1333        NA       NA       NA 83.00000     NA       NA  -5.4110712
## 1475        NA       NA       NA 85.04545     NA       NA  -4.1994000
## 19961       NA       NA 46.62727       NA     NA       NA  -3.6276833
## 2113  82.12326       NA       NA       NA     NA       NA  -2.1258123
## 2368        NA       NA       NA 84.06956     NA       NA          NA
## 22          NA 84.03416       NA       NA     NA       NA          NA
## 63          NA 79.90302       NA       NA     NA       NA  -3.7689101
## 168         NA       NA       NA 87.52112     NA       NA  -3.0203157
## 174   80.96179       NA       NA       NA     NA       NA  -4.1666213
## 673   77.77415       NA       NA 82.91898     NA       NA   2.1187906
## 1177        NA       NA       NA 90.75625     NA       NA  -6.4512012
## 1180        NA 86.07656       NA       NA     NA       NA  -6.8534188
## 1260        NA       NA       NA 80.13239     NA       NA  -6.7257142
## 1744        NA       NA       NA       NA     NA       NA  -6.7060783
## 1759  77.71200       NA       NA 85.21395     NA       NA  -4.6977996
## 2222        NA       NA       NA       NA     NA       NA          NA
## 2362  74.62453       NA       NA 79.60000     NA       NA   1.8280262
## 2530  80.20000       NA       NA       NA     NA       NA   2.0660606
## 2600        NA       NA       NA 92.15000     NA       NA   6.8749112
## 2641        NA       NA       NA 82.03571     NA       NA   7.5061509
## 7581  74.74167       NA       NA       NA     NA       NA  -2.7670391
## 1178        NA       NA       NA 82.26667     NA       NA  -6.8792382
## 1287  76.72667       NA       NA 80.01585     NA       NA  -4.3970000
## 1445        NA       NA       NA 78.50000     NA       NA          NA
## 19561 71.01667       NA       NA 83.35000     NA       NA  -1.8570667
## 2229        NA       NA       NA 87.05843     NA       NA  -8.2351722
## 2246        NA       NA       NA 86.78334     NA       NA  -8.5118998
## 2312        NA 76.40897       NA 75.13478     NA       NA   3.0877779
## 2412        NA       NA       NA 82.37360     NA       NA   6.2445395
## 173   80.47395       NA       NA 90.31556     NA       NA  -2.9569122
## 315         NA       NA       NA 88.70443     NA       NA  -3.5381622
## 376         NA 85.78254       NA       NA     NA       NA  -3.1434742
## 1630        NA       NA 49.41250       NA     NA       NA  -4.5850000
## 1646        NA       NA       NA 89.17500     NA       NA  -6.4369443
## 1683        NA       NA       NA       NA     NA       NA          NA
## 1891        NA       NA       NA 88.20000     NA       NA  -5.5316664
## 1930        NA       NA       NA 82.93334     NA       NA          NA
## 2007        NA       NA       NA       NA     NA       NA  -5.0220334
## 2252        NA       NA       NA 88.20000     NA       NA          NA
## 2471        NA       NA       NA 91.28205     NA       NA   3.3424675
## 2511  78.29583       NA       NA       NA     NA       NA   2.6106306
## 152         NA       NA       NA       NA     NA       NA  -4.6773890
## 307         NA       NA       NA       NA     NA       NA  -2.7677858
## 414         NA       NA       NA       NA     NA       NA  -4.8324809
## 1185        NA 80.48518       NA 87.18158     NA       NA  -6.7093397
## 1331  77.81111       NA       NA 87.30685     NA       NA  -5.1858389
## 1351  79.65000       NA       NA 86.63333     NA       NA  -5.6977776
## 1565  53.20500       NA 42.90000       NA     NA       NA  -5.0622224
## 1718        NA       NA       NA 73.90000     NA       NA  -5.2045455
## 1808  40.40000       NA 44.43750       NA     NA       NA  -5.6187501
## 2013  80.84667       NA       NA 86.83878     NA       NA  -2.5307423
## 2031        NA       NA 56.45000       NA     NA       NA  -4.7201571
## 2090        NA       NA       NA 86.44118     NA       NA  -8.6457284
## 598   77.49036       NA       NA 81.96705     NA       NA   6.4552378
## 1155        NA       NA       NA       NA     NA       NA  -8.0239997
## 13581 73.50000       NA       NA 84.85714     NA       NA  -4.9660000
## 1533        NA       NA       NA 86.88378     NA       NA  -2.9690455
## 2025  73.80000       NA       NA 88.31395     NA       NA  -2.1449441
## 2035        NA       NA       NA 87.46774     NA       NA  -5.4376353
## 2307        NA       NA       NA 85.86285     NA       NA   9.2842203
## 2498  74.18750       NA       NA 82.80862     NA       NA   4.7652830
## 5321  78.42673       NA       NA 84.12735     NA       NA   5.2478820
## 975   77.46838       NA       NA 83.71871     NA       NA  -4.7090592
## 1040  74.86111       NA       NA 83.93169     NA       NA   2.7078710
## 1214        NA       NA       NA       NA     NA       NA  -4.8705780
## 1612        NA       NA       NA       NA     NA       NA  -9.1167859
## 2006        NA       NA       NA       NA     NA       NA  -4.0483846
## 2338        NA       NA       NA 81.63636     NA       NA   3.3437500
## 2504  80.06881       NA       NA       NA     NA       NA          NA
## 2536  75.25000       NA       NA 83.64286     NA       NA   5.4825001
## 279         NA       NA       NA 85.05044     NA       NA  -5.1487035
## 351         NA       NA       NA       NA     NA       NA  -4.6355635
## 1336        NA       NA       NA 87.36667     NA       NA  -2.3524445
## 13492       NA       NA       NA 85.27708     NA       NA  -8.1850004
## 1356        NA       NA       NA       NA     NA       NA  -6.0134768
## 1417        NA       NA       NA 84.54545     NA       NA  -3.3485454
## 15091       NA       NA       NA 87.85714     NA       NA  -3.3066668
## 1542        NA       NA       NA       NA     NA       NA          NA
## 2055  82.18400       NA       NA 88.44455     NA       NA  -5.4604782
## 2273        NA       NA       NA       NA     NA       NA          NA
## 2499        NA       NA       NA 87.63091     NA       NA   9.0670369
## 2566        NA       NA       NA 88.25898     NA       NA   7.4017422
## 51    74.83718       NA       NA 80.13518     NA       NA  -7.6504101
## 365         NA       NA       NA       NA     NA       NA  -7.1210972
## 552         NA       NA       NA       NA     NA       NA   0.5482774
## 630         NA       NA       NA       NA     NA       NA   8.4841608
## 1493        NA       NA       NA       NA     NA       NA  -7.1958332
## 1506        NA       NA       NA       NA     NA       NA  -2.6719999
## 1514        NA       NA       NA       NA     NA       NA          NA
## 1925        NA       NA       NA       NA     NA       NA  -5.4034475
## 2349        NA       NA       NA       NA     NA       NA   3.1058973
## 2413        NA       NA       NA 76.85000     NA       NA   4.9540001
## 2629        NA       NA       NA 82.15417     NA       NA          NA
## 48    84.28687       NA       NA       NA     NA       NA          NA
## 246         NA       NA       NA       NA     NA       NA -11.1957399
## 1428        NA       NA       NA 89.27778     NA       NA  -4.5866665
## 14872 78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1503        NA       NA       NA       NA     NA       NA  -2.4082954
## 16981       NA       NA       NA 87.24146     NA       NA  -5.0807440
## 1700        NA       NA       NA       NA     NA       NA  -7.3126846
## 2169  61.90000       NA 62.40000       NA     NA       NA  -3.3670777
## 2178  84.36522       NA       NA 78.58462     NA       NA  -4.5779210
## 2626        NA       NA       NA 85.63605     NA       NA  10.1914810
## 3951        NA       NA       NA 82.53656     NA       NA  -5.1562613
## 1270  81.06667       NA       NA       NA     NA       NA          NA
## 1315  81.62043       NA       NA 89.50000     NA       NA  -3.8456076
## 1381        NA       NA       NA 87.58182     NA       NA  -7.1242500
## 16531 58.30000       NA       NA       NA     NA       NA  -6.0884998
## 1661  80.36000       NA       NA 85.54810     NA       NA  -2.6310966
## 2027  83.31667       NA       NA 89.53428     NA       NA  -5.4224570
## 2128        NA       NA       NA 85.89462     NA       NA  -5.5502430
## 1220        NA       NA       NA 86.75102     NA       NA          NA
## 1369        NA       NA       NA 71.75555     NA       NA          NA
## 1392        NA       NA       NA       NA     NA       NA  -5.1016668
## 1751        NA       NA       NA 89.10000     NA       NA  -5.8712534
## 1988        NA       NA       NA       NA     NA       NA  -2.9109696
## 2153        NA       NA       NA 79.76283     NA       NA  -1.7196584
## 2167  82.92364       NA       NA 85.82031     NA       NA  -5.2870878
## 2437  76.00000       NA       NA 79.08152     NA       NA   4.5920001
## 2454  79.31470       NA       NA 76.06818     NA       NA   1.9194366
## 2578        NA       NA       NA       NA     NA       NA          NA
## 1097  73.35972       NA       NA 84.62000     NA       NA   0.4293128
## 1209        NA       NA       NA       NA     NA       NA          NA
## 1335  72.60000       NA       NA 88.20000     NA       NA  -3.5541975
## 1975  83.15714       NA       NA       NA     NA       NA  -3.4155763
## 2187        NA       NA       NA 84.94666     NA       NA  -5.2468330
## 2259  79.96666       NA       NA       NA     NA       NA  -3.7417856
## 2341        NA       NA       NA 84.79091     NA       NA   6.5095384
## 2453        NA       NA       NA 84.70000     NA       NA   6.1480470
## 2522  80.50986       NA       NA       NA     NA       NA  -0.5899061
## 574   71.31518       NA       NA 78.60770     NA       NA          NA
## 590         NA       NA       NA 84.14214     NA       NA   6.8317540
## 983         NA 80.31173       NA       NA     NA       NA  -3.8036766
## 1013  77.79737       NA       NA 83.79441     NA       NA   5.8859789
## 2076        NA       NA 39.20000       NA     NA       NA  -3.4570001
## 2158        NA       NA       NA       NA     NA       NA  -8.7330503
## 2177        NA       NA       NA 88.80000     NA       NA          NA
## 2324        NA       NA       NA       NA     NA       NA   5.4110687
## 182   82.65959       NA       NA 81.80261     NA       NA          NA
## 212   82.68449       NA       NA 89.63360     NA       NA  -4.8602021
## 333   79.40380       NA       NA 84.32088     NA       NA  -5.6788252
## 609   79.41834       NA       NA 80.70217     NA       NA   4.9361398
## 1162  81.00811       NA       NA 87.26667     NA       NA  -2.5763830
## 1286  82.65695       NA       NA       NA     NA       NA  -3.8599999
## 1426  81.29395       NA       NA       NA     NA       NA  -1.9739286
## 1611        NA       NA       NA 88.94237     NA       NA  -7.4713188
## 1882        NA       NA       NA 83.31707     NA       NA  -7.3544272
## 1958        NA 89.42540       NA 89.16184     NA       NA  -7.6845044
## 2038        NA       NA       NA       NA     NA       NA  -6.8227129
## 2467        NA       NA       NA 89.90000     NA       NA   4.6700001
## 756   76.75000       NA       NA 80.08000     NA       NA  -5.7848149
## 780         NA 74.75724       NA 79.85273     NA       NA  -3.6689976
## 991         NA       NA       NA 87.67378     NA       NA          NA
## 1305  85.46189       NA       NA 89.40789     NA       NA  -4.0978247
## 1373        NA       NA       NA       NA     NA       NA   0.0887500
## 1459        NA       NA       NA 84.32927     NA       NA  -4.2187690
## 1594  46.47500       NA       NA       NA     NA       NA   0.5276190
## 1860        NA       NA 53.62442       NA     NA       NA  -3.8000000
## 613         NA       NA       NA 87.08589     NA       NA   5.6250285
## 1108  74.22230       NA       NA 86.21707     NA       NA   0.8917548
## 2279        NA       NA       NA       NA     NA       NA  -3.8576887
## 2310  58.35000       NA       NA       NA     NA       NA   6.2427271
## 2333  77.22529       NA       NA       NA     NA       NA   5.2361349
## 2348  79.39007       NA       NA 81.62903     NA       NA          NA
## 2372        NA       NA       NA 87.01772     NA       NA          NA
## 2526        NA       NA       NA       NA     NA       NA          NA
## 2574        NA       NA       NA       NA     NA       NA   0.3098758
## 111   76.17540       NA       NA 81.20189     NA       NA  -2.2736122
## 1438  85.37742       NA       NA       NA     NA       NA  -5.0761365
## 15041       NA       NA       NA       NA     NA       NA  -4.5894735
## 1811  76.80000       NA       NA       NA     NA       NA  -2.2400000
## 2092        NA       NA       NA 88.08947     NA       NA  -5.7008849
## 2131        NA       NA 54.30000       NA     NA       NA  -4.5458180
## 2410  85.57778       NA       NA 87.35000     NA       NA   3.9766668
## 2539        NA 84.30407       NA 84.19192     NA       NA   6.0489725
## 1111  76.17540       NA       NA 81.20189     NA       NA  -2.2736122
## 14381 85.37742       NA       NA       NA     NA       NA  -5.0761365
## 15042       NA       NA       NA       NA     NA       NA  -4.5894735
## 18111 76.80000       NA       NA       NA     NA       NA  -2.2400000
## 20921       NA       NA       NA 88.08947     NA       NA  -5.7008849
## 21311       NA       NA 54.30000       NA     NA       NA  -4.5458180
## 24101 85.57778       NA       NA 87.35000     NA       NA   3.9766668
## 25391       NA 84.30407       NA 84.19192     NA       NA   6.0489725
## 529         NA       NA       NA       NA     NA       NA   7.9031812
## 638         NA       NA       NA 84.56328     NA       NA          NA
## 951         NA       NA       NA       NA     NA       NA  -6.7616975
## 1505  82.67419       NA       NA       NA     NA       NA  -2.8437662
## 1614        NA       NA       NA       NA     NA       NA  -1.9905781
## 1927  83.55384       NA       NA 86.25185     NA       NA  -4.1064482
## 2481  77.82400       NA       NA 87.43636     NA       NA   6.1784714
## 2590        NA       NA       NA 86.64798     NA       NA   4.4086602
## 467         NA       NA       NA 86.35191     NA       NA  -4.8928448
##           FC_X_sc   FS_X_sc FO_X_sc    SI_X_sc      SL_X_sc    CU_X_sc
## 479    0.06457363        NA      NA  -9.480494   6.89160571         NA
## 532   -1.13283924        NA      NA         NA           NA -3.6353088
## 1032           NA        NA      NA   8.850755           NA -1.7015699
## 1042           NA        NA      NA  10.859166  -1.70880005         NA
## 1047           NA        NA      NA         NA  -1.48833338 -3.0518182
## 1964           NA        NA      NA -10.202071   3.63665811         NA
## 2148           NA        NA      NA         NA           NA  4.0392668
## 2154           NA        NA      NA         NA           NA         NA
## 2192   0.71265300        NA      NA -10.825208   6.36250560         NA
## 2241           NA        NA      NA  -9.691182   0.55241945         NA
## 447            NA -7.863948      NA  -8.882976  -0.21399903         NA
## 490    1.08567317        NA      NA   9.179093           NA         NA
## 496    0.77219723        NA      NA   9.262683           NA -6.3052506
## 923            NA        NA      NA  -9.056528   3.84448284         NA
## 1038           NA        NA      NA   7.787206           NA -7.3474531
## 1960           NA        NA      NA         NA           NA         NA
## 1984           NA -9.503600      NA  -8.991100   6.91950560         NA
## 1996           NA        NA      NA         NA           NA         NA
## 2009   2.90881856        NA      NA  -9.560720           NA         NA
## 2051           NA        NA      NA  -8.337518   4.46210197         NA
## 2085           NA -6.442756      NA -10.166128   2.94212541  1.7600911
## 342            NA        NA      NA  -8.690279   3.16439627         NA
## 362            NA -5.192683      NA         NA   1.26505718         NA
## 896            NA        NA      NA         NA   3.13652171  5.6583335
## 1195           NA        NA      NA  -8.489649   4.77502518         NA
## 1389           NA        NA      NA         NA   3.07432703         NA
## 1393           NA        NA      NA         NA           NA  6.0690911
## 1463           NA        NA      NA         NA   0.17311476         NA
## 1767           NA        NA      NA         NA   3.39232145         NA
## 2587           NA        NA      NA  11.758189 -10.07232766         NA
## 2607           NA        NA      NA         NA  -3.06668317         NA
## 137            NA        NA      NA         NA  -1.54609733  3.6320961
## 258            NA        NA      NA         NA   2.69704877         NA
## 377            NA        NA      NA  -9.261600  -0.44668973         NA
## 1581           NA        NA      NA         NA           NA         NA
## 1640           NA        NA      NA         NA   4.37815777  6.5138889
## 2382           NA        NA      NA   9.208489  -0.56297777  0.3035052
## 2503           NA        NA      NA         NA  -4.45499992 -9.6336491
## 2622           NA        NA      NA         NA           NA -3.7266668
## 69    -1.50413716        NA      NA         NA   0.87248512         NA
## 136            NA        NA      NA  -8.344835   4.90132716  3.2248118
## 1101           NA        NA      NA   9.011304  -0.74584866         NA
## 1268           NA        NA      NA  -8.376438           NA         NA
## 1279           NA        NA      NA -10.530144  -0.31234043         NA
## 1308   2.58086959        NA      NA         NA   5.39199982         NA
## 1324           NA        NA      NA         NA  -3.95749998         NA
## 1330           NA        NA      NA  -7.171644   4.27551444  4.6252380
## 2104           NA        NA      NA         NA  -5.43183756         NA
## 2314           NA        NA      NA         NA  -3.37709685         NA
## 2381           NA        NA      NA   8.194468  -2.15556172 -3.1865000
## 55             NA        NA      NA -10.084506   8.28991523  6.0980761
## 1153           NA        NA      NA  -9.658132   7.57563842  6.3400002
## 1439           NA        NA      NA         NA   0.16583333         NA
## 1617           NA        NA      NA  -9.238051   1.11732880  5.7996184
## 1653           NA        NA      NA         NA           NA -0.6500000
## 1737           NA        NA      NA -11.290000  -4.84369955         NA
## 1926  -0.18700000        NA      NA  -8.349550           NA  2.9205555
## 2300           NA        NA      NA -11.011316   2.38299999  3.8221668
## 238            NA        NA      NA  -8.966091   7.17466674  5.8956275
## 1077           NA        NA      NA   5.835871  -7.46906207 -6.5394641
## 1159   2.65933329        NA      NA  -5.798750   3.11538461         NA
## 1253           NA        NA      NA         NA  -2.96833324         NA
## 1387           NA        NA      NA         NA  -3.87775499         NA
## 1450           NA        NA      NA -10.565000           NA         NA
## 1915           NA        NA      NA         NA   0.82416669         NA
## 2483           NA        NA      NA         NA  -2.49874997         NA
## 612            NA        NA      NA   7.540190  -1.87284447 -6.5111241
## 1229           NA        NA      NA         NA           NA         NA
## 1231  -0.63954544        NA      NA         NA   0.41666667  2.6007693
## 1349           NA        NA      NA -10.940919   2.29736116         NA
## 1553           NA        NA      NA  -9.292654   3.22028382         NA
## 1660           NA        NA      NA -10.472370   1.90449238         NA
## 1663   2.14829790        NA      NA         NA   4.70480292         NA
## 1959           NA        NA      NA         NA           NA         NA
## 6121           NA        NA      NA   7.540190  -1.87284447 -6.5111241
## 12291          NA        NA      NA         NA           NA         NA
## 12311 -0.63954544        NA      NA         NA   0.41666667  2.6007693
## 13491          NA        NA      NA -10.940919   2.29736116         NA
## 15531          NA        NA      NA  -9.292654   3.22028382         NA
## 16601          NA        NA      NA -10.472370   1.90449238         NA
## 16631  2.14829790        NA      NA         NA   4.70480292         NA
## 19591          NA        NA      NA         NA           NA         NA
## 476   -1.33310991        NA      NA -10.970063   7.38754082         NA
## 527            NA        NA      NA   7.287790  -1.18017685 -3.4185755
## 576   -1.46900837        NA      NA         NA           NA -5.7018589
## 2047           NA        NA      NA         NA           NA         NA
## 2118           NA        NA      NA         NA   0.73429375  7.7659402
## 2133   0.58707179        NA      NA  -9.263849  -0.41063189         NA
## 2134           NA        NA      NA         NA           NA         NA
## 2139           NA        NA      NA         NA   0.30289869         NA
## 2181           NA        NA      NA         NA   0.96696508         NA
## 2190   1.35079139        NA      NA         NA   1.73054641  0.8241324
## 2205   1.99167761        NA      NA         NA   4.25282126         NA
## 2206           NA        NA      NA  -8.594886   6.51209747         NA
## 758    1.38882595 -3.317143      NA         NA   8.38289591  6.3095835
## 820   -3.44529861        NA      NA  -9.013801   8.20200012  5.5585605
## 1535           NA        NA      NA         NA           NA  1.7070185
## 1546           NA        NA      NA         NA   0.71328468  1.2706000
## 1555  -1.05071975        NA      NA -10.140983           NA         NA
## 1618   0.05450000        NA      NA -10.008181   6.80052667         NA
## 1684           NA        NA      NA         NA  10.08249982         NA
## 1740           NA        NA      NA  -8.990000   2.38436175         NA
## 1746           NA        NA      NA         NA   8.58656216         NA
## 2515           NA        NA      NA  11.079321  -7.33735298         NA
## 2577           NA        NA      NA         NA  -2.91939614         NA
## 537            NA        NA      NA         NA  -2.82678092         NA
## 960            NA        NA      NA         NA   0.82379364         NA
## 1068   1.90056610        NA      NA         NA           NA -6.6413251
## 12531          NA        NA      NA         NA  -2.96833324         NA
## 1301   0.04613793        NA      NA -11.428104   5.91707307         NA
## 1487           NA        NA      NA         NA   5.22714296  5.5650001
## 1508   3.32789064        NA      NA         NA   1.66063294         NA
## 1735           NA        NA      NA -10.272692   1.23111110  6.1133334
## 2294           NA        NA      NA  -7.306100   0.33245000         NA
## 805            NA        NA      NA  -9.234210           NA  8.4259089
## 1563   1.12894741        NA      NA         NA           NA         NA
## 1576           NA        NA      NA         NA           NA         NA
## 1578           NA -8.053731      NA         NA   1.27999997         NA
## 1588           NA        NA      NA         NA   3.72000003  5.9299998
## 1606           NA        NA      NA         NA   6.86340296         NA
## 1644           NA        NA      NA         NA           NA  2.0400000
## 1650  -1.36222225        NA      NA         NA   8.19698370         NA
## 1655           NA        NA      NA         NA           NA         NA
## 1679           NA        NA      NA         NA   6.79725743         NA
## 1698           NA        NA      NA         NA   0.87833336         NA
## 1712           NA        NA      NA         NA           NA         NA
## 1722           NA        NA      NA -11.103611   5.51333341         NA
## 1745           NA        NA      NA -11.160139   2.24281088         NA
## 2562           NA        NA      NA         NA  -2.39490007         NA
## 366    0.36757033        NA      NA         NA   2.18271377  0.8727705
## 389            NA        NA      NA  -9.928225   3.85743525         NA
## 424            NA        NA      NA -10.018788   0.16796630  7.8039673
## 1627           NA        NA      NA         NA           NA         NA
## 1668   0.84341835        NA      NA  -7.865000   6.04900004         NA
## 2123           NA        NA      NA         NA           NA         NA
## 2146           NA        NA      NA  -9.594714   5.63375373         NA
## 21811          NA        NA      NA         NA   0.96696508         NA
## 231    2.15419155        NA      NA         NA           NA  6.4214585
## 592            NA        NA      NA  10.974662  -2.02765272         NA
## 813            NA        NA      NA         NA   1.07000000  5.6599998
## 1088   0.99301726        NA      NA         NA           NA -5.9970453
## 1449           NA        NA      NA  -9.984138   0.89477401         NA
## 1670           NA        NA      NA  -9.196520   2.22572871         NA
## 1945           NA -6.665439      NA  -8.915022   6.81928347         NA
## 2306           NA        NA      NA         NA           NA -2.4449999
## 2527   0.48295080        NA      NA   9.575562  -6.90954975         NA
## 340    2.70061017        NA      NA  -8.373565   8.34636409         NA
## 429    1.29082642        NA      NA  -8.254847   7.00696879  4.8821979
## 807            NA        NA      NA         NA   1.41059623  3.7256250
## 9231           NA        NA      NA  -9.056528   3.84448284         NA
## 1867           NA        NA      NA         NA           NA  3.0633332
## 1956           NA        NA      NA         NA  10.34870292  7.3637918
## 2334           NA        NA      NA   6.955000  -1.76666673 -2.7149999
## 2450           NA        NA      NA  11.080648  -1.59408164         NA
## 372            NA        NA      NA         NA   3.29049546         NA
## 412   -0.79439278        NA      NA         NA           NA  5.5362404
## 775    2.08999991        NA      NA         NA   3.55097552  5.8430769
## 1358           NA        NA      NA         NA   5.76000023  6.6199999
## 1448           NA        NA      NA  -7.366423   1.53585499         NA
## 1899  -2.00666666        NA      NA -11.068000   8.00842124  9.8599997
## 1939           NA        NA      NA         NA           NA -0.1512100
## 2302           NA        NA      NA  11.491153  -4.40444438         NA
## 347            NA        NA      NA -11.047113   1.37018498         NA
## 743            NA        NA      NA -10.499153  -1.53242619  1.4908861
## 1374           NA        NA      NA         NA   0.35400000         NA
## 1376           NA        NA      NA  -3.648000   2.49000001  0.6847058
## 14871          NA        NA      NA         NA   5.22714296  5.5650001
## 1509           NA        NA      NA  -6.065000  -2.02333323         NA
## 1874           NA        NA      NA         NA           NA         NA
## 2270           NA        NA      NA         NA   3.14285714         NA
## 711            NA        NA      NA -10.254800   2.26083462         NA
## 10421          NA        NA      NA  10.859166  -1.70880005         NA
## 1161  -0.35893938        NA      NA         NA           NA         NA
## 1235           NA        NA      NA         NA   0.11895018  2.2876068
## 1300           NA        NA      NA         NA           NA         NA
## 1320           NA        NA      NA         NA   0.66329893         NA
## 2238  -0.40837571        NA      NA  -9.509354   4.85178824         NA
## 2569  -0.88959483        NA      NA   8.958092  -8.72442598         NA
## 395            NA        NA      NA         NA           NA         NA
## 1429           NA        NA      NA -11.430804   5.45492775         NA
## 1440           NA        NA      NA  -9.480000   3.43249989         NA
## 1443           NA        NA      NA   8.170000           NA  1.0860417
## 1474           NA -7.284796      NA         NA   5.21879476         NA
## 1501           NA        NA      NA         NA   1.16525002         NA
## 1502           NA -5.980769      NA -10.392222   6.02637988         NA
## 1504           NA        NA      NA         NA   7.44121205         NA
## 1516   1.92999995        NA      NA         NA           NA  0.8592157
## 1922           NA        NA      NA         NA   2.41774184         NA
## 222            NA        NA      NA         NA   2.95963834  4.8670002
## 4791   0.06457363        NA      NA  -9.480494   6.89160571         NA
## 1254           NA        NA      NA  -9.513536   1.48400007  6.5087497
## 1343           NA        NA      NA         NA  -2.40499997  2.7300000
## 1671           NA -9.258479      NA  -9.820563   0.36405064         NA
## 1705           NA -6.793030      NA  -8.546666   0.75333333  3.9372729
## 1719           NA        NA      NA -10.133606  -0.19311321         NA
## 1830           NA        NA      NA         NA   0.97653844         NA
## 1172           NA        NA      NA         NA   3.89254910  6.5072729
## 11951          NA        NA      NA  -8.489649   4.77502518         NA
## 1311           NA        NA      NA  -6.910857   7.79297056  7.0321127
## 1313           NA        NA      NA  -7.473191   2.45231414         NA
## 1353   3.21785709        NA      NA -10.755000           NA         NA
## 1360           NA        NA      NA -10.427647           NA  6.3018750
## 1895           NA        NA      NA         NA   0.31525862         NA
## 1983           NA        NA      NA         NA           NA         NA
## 2248           NA        NA      NA         NA   6.69422132         NA
## 2357           NA        NA      NA         NA  -0.30420000 -2.8699999
## 226            NA        NA      NA         NA   0.51676562         NA
## 480    1.75299132        NA      NA         NA   4.90271255         NA
## 845            NA        NA      NA  -9.902070  -0.34629229  3.0242409
## 1552           NA        NA      NA -10.623334   0.33155556         NA
## 1609           NA        NA      NA -10.797602   0.55928572  5.5847126
## 1703           NA        NA      NA         NA           NA -5.5949998
## 1728           NA -6.826688      NA -10.312500  -0.23028573         NA
## 2145           NA        NA      NA         NA   2.12831766         NA
## 249            NA        NA      NA         NA   3.77250236  2.4071602
## 251            NA        NA      NA  -9.513785   0.92398812  6.1288825
## 506    2.68860021        NA      NA         NA           NA  2.3436378
## 556            NA        NA      NA   8.933243  -1.46005642         NA
## 1208           NA        NA      NA -11.507195   6.79502567         NA
## 1283           NA        NA      NA         NA   3.16335885         NA
## 1284           NA -7.660000      NA         NA   2.27208328  5.5348950
## 2345           NA        NA      NA  10.264901  -2.93987423         NA
## 2565           NA        NA      NA   8.730120  -0.08813161         NA
## 317    1.69748967        NA      NA -10.178449   9.64485467         NA
## 335            NA        NA      NA         NA   4.41154642         NA
## 663            NA        NA      NA  10.723154           NA -7.3888480
## 1333   2.48000002        NA      NA -10.252925   4.53266297         NA
## 1475           NA        NA      NA         NA   0.88882351         NA
## 19961          NA        NA      NA         NA           NA         NA
## 2113           NA        NA      NA         NA   2.42597749  2.2201116
## 2368           NA        NA      NA  10.640396  -7.47779397         NA
## 22    -0.08012361        NA      NA         NA   6.59780019         NA
## 63             NA        NA      NA         NA           NA         NA
## 168            NA        NA      NA  -7.031087   3.91434462         NA
## 174    0.62331435        NA      NA         NA           NA  4.4266854
## 673   -2.01806819        NA      NA         NA  -1.41685399 -1.5394887
## 1177           NA        NA      NA  -9.808941   1.92242432         NA
## 1180           NA        NA      NA         NA           NA         NA
## 1260           NA        NA      NA         NA   4.12079987         NA
## 1744           NA        NA      NA -11.140274   1.09917524         NA
## 1759           NA        NA      NA  -9.910000   3.66631772  8.2296002
## 2222           NA        NA      NA -10.114152   0.61492041         NA
## 2362           NA        NA      NA   6.332105           NA -2.1445284
## 2530           NA        NA      NA         NA  -9.99026329 -6.1900001
## 2600           NA        NA      NA  10.526028  -0.44406897         NA
## 2641           NA        NA      NA         NA  -0.26992699         NA
## 7581   1.38882595 -3.317143      NA         NA   8.38289591  6.3095835
## 1178           NA        NA      NA -10.937932   8.25200407         NA
## 1287  -0.59142855        NA      NA         NA   4.98546672  1.7157778
## 1445           NA        NA      NA         NA  -2.74062490         NA
## 19561          NA        NA      NA         NA  10.34870292  7.3637918
## 2229           NA        NA      NA         NA   1.41129628         NA
## 2246           NA        NA      NA -11.046364   1.25895259         NA
## 2312  -1.33187497        NA      NA   7.664681           NA         NA
## 2412           NA        NA      NA         NA  -0.61732397         NA
## 173            NA        NA      NA         NA   1.65302414  2.9762119
## 315            NA        NA      NA         NA   2.24191726         NA
## 376            NA        NA      NA         NA           NA         NA
## 1630           NA        NA      NA         NA           NA         NA
## 1646           NA        NA      NA  -9.564084   5.93854184         NA
## 1683           NA -5.839158      NA  -7.194193   0.93140626         NA
## 1891           NA        NA      NA -10.019173   1.60704543         NA
## 1930  -1.25860574        NA      NA  -8.103614   3.70576647         NA
## 2007           NA        NA      NA  -9.099295   3.38961557         NA
## 2252           NA        NA      NA  -9.542527   4.99377384         NA
## 2471           NA        NA      NA         NA  -6.13637928         NA
## 2511           NA        NA      NA         NA  -2.25021281 -8.6820831
## 152            NA        NA      NA  -8.529147   4.58190010         NA
## 307            NA        NA      NA  -7.137319   8.30210428         NA
## 414   -1.30430313        NA      NA  -9.848575   2.27236254         NA
## 1185   1.82333332        NA      NA         NA           NA         NA
## 1331  -2.29549297        NA      NA  -9.832338           NA  7.1811853
## 1351           NA        NA      NA         NA   0.61000001  2.8450000
## 1565           NA        NA      NA         NA   3.01999998  8.0589996
## 1718           NA        NA      NA         NA           NA         NA
## 1808           NA        NA      NA         NA           NA  2.2900000
## 2013           NA        NA      NA  -7.855930   2.83423661  8.7848705
## 2031           NA        NA      NA         NA           NA         NA
## 2090           NA        NA      NA -12.287734  -3.37810292         NA
## 598    1.62618824        NA      NA         NA           NA -5.1232549
## 1155           NA        NA      NA -10.214167   3.54532623         NA
## 13581          NA        NA      NA         NA   5.76000023  6.6199999
## 1533   2.41307133        NA      NA         NA   2.65116279         NA
## 2025   2.02412094        NA      NA  -7.626023   3.39496761  6.4960699
## 2035           NA        NA      NA         NA  -0.44650854         NA
## 2307           NA        NA      NA  11.650530  -0.82770334         NA
## 2498  -1.51015149        NA      NA         NA           NA -2.9931250
## 5321  -1.13283924        NA      NA         NA           NA -3.6353088
## 975            NA        NA      NA         NA   5.90894944  4.6765483
## 1040           NA        NA      NA   7.140135           NA -4.4775001
## 1214   0.54655736        NA      NA         NA   9.36384622         NA
## 1612           NA        NA      NA         NA           NA         NA
## 2006           NA        NA      NA         NA           NA         NA
## 2338  -0.58493332        NA      NA   8.699375  -0.28000001         NA
## 2504           NA        NA      NA   9.677955           NA -9.8933027
## 2536           NA        NA      NA         NA  -6.84235292 -6.9299998
## 279            NA        NA      NA         NA   5.62802753         NA
## 351    1.86851183 -8.168405      NA         NA           NA         NA
## 1336           NA        NA      NA         NA   2.31519230         NA
## 13492          NA        NA      NA -10.940919   2.29736116         NA
## 1356           NA -6.317047      NA         NA   0.94754629         NA
## 1417           NA        NA      NA  -6.893871   1.29274510         NA
## 15091          NA        NA      NA  -6.065000  -2.02333323         NA
## 1542   4.48024725        NA      NA  -2.797040   2.26526718         NA
## 2055           NA        NA      NA  -9.579909   2.44644664  3.6974721
## 2273           NA        NA      NA  -9.886880   6.16449992         NA
## 2499           NA        NA      NA  11.465693  -4.46821908         NA
## 2566   2.47164011        NA      NA  10.435500   0.14090889         NA
## 51     0.18223184        NA      NA -10.085077           NA  2.8133855
## 365            NA -3.619733      NA -10.005456   0.01158037         NA
## 552            NA  4.214800      NA         NA  -3.62510772         NA
## 630   -0.38590261        NA      NA  10.871775  -4.62109985         NA
## 1493           NA        NA      NA         NA   6.03199997         NA
## 1506   1.32467209        NA      NA         NA   3.26200643         NA
## 1514  -3.00999999        NA      NA         NA  -2.86333338         NA
## 1925           NA -5.227175      NA -11.093333   3.53166654         NA
## 2349           NA        NA      NA   6.780000  -6.10095451         NA
## 2413           NA        NA      NA   6.856154           NA         NA
## 2629           NA        NA      NA  10.428478  -6.31152456         NA
## 48             NA        NA      NA  -6.946701           NA  5.6435369
## 246            NA        NA      NA -11.430423   5.73947656         NA
## 1428           NA        NA      NA         NA           NA         NA
## 14872          NA        NA      NA         NA   5.22714296  5.5650001
## 1503           NA        NA      NA  -7.865748   0.22847059         NA
## 16981          NA        NA      NA         NA   0.87833336         NA
## 1700           NA        NA      NA  -8.248775   2.90073169         NA
## 2169           NA        NA      NA         NA           NA  1.3628600
## 2178           NA        NA      NA         NA   0.86938832  4.0984782
## 2626           NA        NA      NA         NA  -0.94429094         NA
## 3951           NA        NA      NA         NA           NA         NA
## 1270   0.09352941        NA      NA         NA   1.93999999  5.6916669
## 1315           NA        NA      NA         NA           NA -0.3788172
## 1381           NA        NA      NA         NA   4.08388901         NA
## 16531          NA        NA      NA         NA           NA -0.6500000
## 1661           NA        NA      NA  -9.989242   3.17254555  6.0919998
## 2027           NA        NA      NA         NA   2.61690260  2.9208333
## 2128           NA        NA      NA         NA   6.76144941         NA
## 1220           NA        NA      NA -10.867605  -1.53199997         NA
## 1369           NA        NA      NA         NA  -3.47555563         NA
## 1392           NA        NA      NA  -9.025949  -1.15135514         NA
## 1751           NA        NA      NA         NA   1.11821196         NA
## 1988           NA        NA      NA  -7.973563   8.07968429         NA
## 2153           NA        NA      NA         NA   3.77438489         NA
## 2167           NA        NA      NA         NA           NA  1.3793018
## 2437           NA        NA      NA         NA  -0.88944446 -1.5057143
## 2454           NA        NA      NA   5.895833  -3.23000002 -3.3897059
## 2578  -0.17930360        NA      NA   7.647202           NA         NA
## 1097           NA  5.691840      NA   5.389125  -2.49110345 -1.9582085
## 1209           NA        NA      NA  -7.878182  12.36583328         NA
## 1335           NA        NA      NA         NA   5.11779322  4.8099999
## 1975           NA        NA      NA         NA  -0.91700269  0.1561836
## 2187   0.04228033        NA      NA         NA   6.46345811         NA
## 2259           NA        NA      NA         NA   3.72203714  4.5864000
## 2341           NA        NA      NA         NA  -2.91256755         NA
## 2453           NA        NA      NA   9.011983   0.67034843         NA
## 2522           NA        NA      NA         NA  -5.08728404 -4.6305632
## 574   -0.13930778        NA      NA   9.065766           NA -7.8479489
## 590            NA        NA      NA         NA  -2.10829259         NA
## 983            NA -4.409095      NA  -7.643125   0.09367520         NA
## 1013  -0.63792621        NA      NA   8.931852           NA -4.7433062
## 2076           NA        NA      NA         NA           NA         NA
## 2158           NA        NA      NA -11.881850   0.12076929         NA
## 2177           NA        NA      NA -11.157609   0.15938835         NA
## 2324           NA        NA      NA  -9.770000   0.16671511         NA
## 182    1.83493752        NA      NA  -5.814555   4.57314969  3.1584851
## 212   -0.61352085        NA      NA  -8.681308           NA  3.5967703
## 333            NA        NA      NA -10.038546   2.82076603  4.0392567
## 609            NA        NA      NA         NA           NA -3.8253008
## 1162   2.19308406        NA      NA  -8.523860           NA  6.8816217
## 1286           NA        NA      NA  -9.046632   1.00561287  3.8815230
## 1426           NA        NA      NA  -5.655500           NA  5.0909999
## 1611           NA        NA      NA -10.394395   1.84196431         NA
## 1882           NA        NA      NA         NA   7.97885572         NA
## 1958           NA        NA      NA -10.343422   2.82480455         NA
## 2038           NA -5.585876      NA         NA   0.83022756         NA
## 2467           NA        NA      NA  10.353023   1.07259843         NA
## 756            NA        NA      NA         NA   3.13222228  5.8249998
## 780            NA        NA      NA         NA   2.99283462         NA
## 991            NA        NA      NA  -7.856512   1.44407379         NA
## 1305           NA        NA      NA         NA   1.43333340  0.8537568
## 1373           NA        NA      NA         NA           NA         NA
## 1459   0.88360001        NA      NA         NA   1.58922082         NA
## 1594           NA        NA      NA         NA           NA  5.7674999
## 1860           NA        NA      NA         NA           NA         NA
## 613            NA        NA      NA   9.350246  -3.42812990         NA
## 1108           NA        NA      NA   6.097165  -3.50239997 -5.0040419
## 2279           NA        NA      NA         NA   1.94617996         NA
## 2310           NA        NA      NA         NA           NA -3.8025000
## 2333           NA        NA      NA   8.105000           NA -1.1209195
## 2348           NA        NA      NA   9.758869           NA -7.7723406
## 2372           NA        NA      NA   9.608276  -5.41280630         NA
## 2526           NA        NA      NA  10.192667  -0.41714287         NA
## 2574  -2.09900578        NA      NA   7.318433  -4.76671560         NA
## 111            NA        NA      NA  -6.400908   3.57979454  4.0611536
## 1438           NA        NA      NA  -9.045846   0.86326529  4.8060485
## 15041          NA        NA      NA         NA   7.44121205         NA
## 1811           NA        NA      NA   7.670000           NA -2.9749999
## 2092  -2.51683719        NA      NA  -9.426447   7.13238089         NA
## 2131           NA        NA      NA         NA           NA         NA
## 2410           NA        NA      NA         NA           NA -1.1122222
## 2539           NA        NA      NA         NA           NA         NA
## 1111           NA        NA      NA  -6.400908   3.57979454  4.0611536
## 14381          NA        NA      NA  -9.045846   0.86326529  4.8060485
## 15042          NA        NA      NA         NA   7.44121205         NA
## 18111          NA        NA      NA   7.670000           NA -2.9749999
## 20921 -2.51683719        NA      NA  -9.426447   7.13238089         NA
## 21311          NA        NA      NA         NA           NA         NA
## 24101          NA        NA      NA         NA           NA -1.1122222
## 25391          NA        NA      NA         NA           NA         NA
## 529            NA        NA      NA         NA           NA         NA
## 638            NA        NA      NA  10.324194  -1.09987793         NA
## 951    1.27618885 -9.128482      NA         NA   3.95001798         NA
## 1505           NA        NA      NA         NA           NA  1.6670968
## 1614   2.52058830        NA      NA         NA   2.86771436         NA
## 1927   0.07592487        NA      NA  -8.086528           NA  4.9184614
## 2481           NA        NA      NA         NA  -8.92342696 -7.0428003
## 2590  -2.37090783        NA      NA         NA           NA         NA
## 467            NA        NA      NA         NA   2.95735703         NA
##          KC_X_sc    EP_X_sc    CH_X_sc SC_X_sc  KN_X_sc   FA_Z_sc    FC_Z_sc
## 479           NA         NA  -9.150629      NA       NA  8.781028  4.0358341
## 532           NA         NA   5.573913      NA       NA 11.469296  3.4124392
## 1032          NA         NA   7.814753      NA       NA        NA         NA
## 1042          NA         NA  10.388182      NA       NA  7.051765         NA
## 1047          NA         NA   5.028500      NA       NA 10.452683         NA
## 1964          NA         NA  -7.663469      NA       NA  9.615192         NA
## 2148          NA -1.6521182         NA      NA       NA  5.970944         NA
## 2154          NA -5.3647701         NA      NA       NA 12.666875         NA
## 2192          NA         NA  -9.285506      NA       NA        NA  4.5687052
## 2241          NA         NA -11.517757      NA       NA  6.684765         NA
## 447           NA         NA         NA      NA       NA  8.551237         NA
## 490   -4.0361935         NA   9.084586      NA       NA  7.535780  4.8773340
## 496           NA         NA   8.714021      NA       NA  9.144804  5.9214128
## 923    2.4729249         NA  -7.102950      NA       NA 10.194482         NA
## 1038          NA         NA   7.675648      NA       NA  5.873796         NA
## 1960          NA -0.3487900         NA      NA       NA        NA         NA
## 1984          NA         NA         NA      NA       NA  7.826854         NA
## 1996          NA -2.4686636         NA      NA       NA  5.087817         NA
## 2009          NA         NA  -8.620500      NA       NA  8.981625  3.5148556
## 2051          NA         NA         NA      NA       NA  1.469851         NA
## 2085          NA         NA         NA      NA       NA  9.255415         NA
## 342           NA         NA  -7.828151      NA       NA  7.961339         NA
## 362           NA         NA         NA      NA       NA 10.072837         NA
## 896           NA         NA  -6.514000      NA       NA 11.718556         NA
## 1195          NA         NA  -8.617619      NA       NA  8.271770         NA
## 1389          NA         NA         NA      NA       NA  9.689910         NA
## 1393          NA         NA         NA      NA       NA 10.205238         NA
## 1463          NA         NA  -5.322411      NA       NA 11.535000         NA
## 1767          NA         NA  -6.127500      NA       NA 12.106486         NA
## 2587          NA         NA         NA      NA       NA        NA         NA
## 2607          NA         NA   8.138400      NA       NA  8.470144         NA
## 137           NA         NA -10.725090      NA       NA 10.962865         NA
## 258    3.0282029         NA  -8.677791      NA       NA 10.541919         NA
## 377           NA         NA  -7.379315      NA       NA  7.654872         NA
## 1581          NA -2.2972000         NA      NA       NA  8.129630         NA
## 1640          NA         NA         NA      NA       NA 10.676909         NA
## 2382          NA         NA         NA      NA       NA  9.141176         NA
## 2503          NA         NA         NA      NA       NA 12.334218         NA
## 2622          NA         NA   5.513475      NA       NA 10.101539         NA
## 69            NA         NA         NA      NA       NA  9.514315  6.8404435
## 136           NA         NA  -9.861467      NA       NA  8.949117         NA
## 1101          NA         NA   7.747807      NA       NA  8.142084         NA
## 1268   2.9535663         NA  -7.379844      NA       NA  9.619490         NA
## 1279          NA         NA -10.511776      NA       NA  8.914451         NA
## 1308   3.6978410         NA         NA      NA       NA 10.012330  6.4365214
## 1324          NA         NA         NA      NA       NA        NA         NA
## 1330          NA         NA  -6.433894      NA       NA 10.292402         NA
## 2104          NA         NA  -8.057550      NA       NA        NA         NA
## 2314          NA         NA         NA      NA       NA 10.990238         NA
## 2381          NA         NA         NA      NA       NA  9.309794         NA
## 55            NA         NA  -9.378483      NA       NA  8.109108         NA
## 1153          NA         NA  -9.528571      NA       NA  2.774351         NA
## 1439          NA         NA         NA      NA       NA 10.298393         NA
## 1617          NA         NA  -8.927222      NA       NA 10.157756         NA
## 1653          NA         NA         NA      NA       NA 10.768500         NA
## 1737          NA         NA -10.871027      NA       NA  7.701418         NA
## 1926          NA         NA  -9.575774      NA       NA 10.117421  6.3930001
## 2300          NA         NA         NA      NA       NA  8.948367         NA
## 238           NA         NA  -8.929589      NA       NA  8.677804         NA
## 1077          NA         NA   6.871892      NA       NA  7.375402         NA
## 1159          NA         NA         NA      NA       NA  8.858889  2.5779999
## 1253          NA         NA         NA      NA       NA        NA         NA
## 1387          NA         NA -10.101351      NA       NA  8.757955         NA
## 1450          NA         NA -10.905556      NA       NA  8.831200         NA
## 1915          NA         NA  -4.440000      NA       NA  9.759138         NA
## 2483          NA         NA         NA      NA       NA  7.081250         NA
## 612           NA         NA   7.474927      NA       NA  9.677351         NA
## 1229          NA         NA         NA      NA       NA  6.107941         NA
## 1231          NA         NA  -9.477500      NA       NA 10.609375  6.2227270
## 1349          NA         NA -10.454524      NA       NA  3.102500         NA
## 1553          NA         NA  -8.006667      NA       NA  9.656613         NA
## 1660          NA         NA  -4.810000      NA       NA  8.474054         NA
## 1663          NA         NA  -8.025144      NA       NA 10.575315  2.3821276
## 1959          NA -3.8553832         NA      NA       NA 10.262350         NA
## 6121          NA         NA   7.474927      NA       NA  9.677351         NA
## 12291         NA         NA         NA      NA       NA  6.107941         NA
## 12311         NA         NA  -9.477500      NA       NA 10.609375  6.2227270
## 13491         NA         NA -10.454524      NA       NA  3.102500         NA
## 15531         NA         NA  -8.006667      NA       NA  9.656613         NA
## 16601         NA         NA  -4.810000      NA       NA  8.474054         NA
## 16631         NA         NA  -8.025144      NA       NA 10.575315  2.3821276
## 19591         NA -3.8553832         NA      NA       NA 10.262350         NA
## 476           NA         NA -10.425760      NA       NA  6.954498  3.6737079
## 527           NA         NA         NA      NA       NA  8.909371         NA
## 576           NA         NA   4.434944      NA       NA 10.035540  3.0002995
## 2047          NA         NA         NA      NA       NA  6.929171         NA
## 2118          NA         NA -10.244358      NA       NA  7.614488         NA
## 2133          NA         NA -10.168970      NA       NA  8.731528  3.2816411
## 2134          NA         NA         NA      NA       NA 10.081546         NA
## 2139          NA         NA  -1.196720      NA       NA 11.630964         NA
## 2181          NA         NA         NA      NA       NA  9.791100         NA
## 2190          NA         NA  -6.381270      NA       NA  9.312946  3.0662857
## 2205          NA         NA         NA      NA       NA  7.820100  5.8752180
## 2206          NA         NA  -9.305366      NA       NA  7.152196         NA
## 758           NA         NA         NA      NA       NA  9.134916  2.5801214
## 820           NA         NA  -8.523018      NA       NA        NA  7.4447759
## 1535          NA         NA         NA      NA       NA 11.057966         NA
## 1546          NA         NA         NA      NA       NA 11.003153         NA
## 1555          NA         NA  -9.433208      NA       NA  8.928844  4.2428029
## 1618          NA         NA         NA      NA       NA  6.901250  5.0770000
## 1684   5.2528168         NA         NA      NA       NA 10.262224         NA
## 1740          NA         NA  -5.201667      NA       NA  8.554000         NA
## 1746          NA         NA  -8.858000      NA       NA  9.963750         NA
## 2515          NA         NA         NA      NA       NA        NA         NA
## 2577          NA         NA   9.537970      NA       NA 10.224125         NA
## 537           NA         NA   6.104957      NA       NA  7.302373         NA
## 960    1.5894142         NA  -4.197263      NA       NA 11.048651         NA
## 1068          NA         NA   8.590532      NA       NA  7.731818  5.8656605
## 12531         NA         NA         NA      NA       NA        NA         NA
## 1301          NA         NA  -8.495000      NA       NA  6.680000  4.5436553
## 1487          NA         NA  -5.421622      NA       NA 10.030363         NA
## 1508          NA         NA         NA      NA       NA 13.125366  6.6003127
## 1735          NA         NA -10.294167      NA       NA  7.935312         NA
## 2294          NA         NA         NA      NA       NA  9.649857         NA
## 805           NA         NA  -8.980527      NA       NA  8.695652         NA
## 1563   4.2176001         NA  -5.102283      NA       NA 10.138657  2.3021054
## 1576          NA         NA         NA      NA       NA  9.960833         NA
## 1578          NA         NA         NA      NA       NA  8.158261         NA
## 1588          NA         NA         NA      NA       NA        NA         NA
## 1606   9.2150002         NA  -9.907954      NA       NA 10.229006         NA
## 1644          NA         NA         NA      NA       NA 10.504627         NA
## 1650          NA         NA         NA      NA       NA  9.888209  4.9944445
## 1655          NA         NA         NA      NA       NA  6.080000         NA
## 1679          NA         NA -10.011290      NA       NA  9.640234         NA
## 1698          NA         NA  -8.524878      NA       NA 10.169008         NA
## 1712          NA -1.0011765         NA      NA       NA  9.841667         NA
## 1722          NA         NA  -9.641428      NA       NA  5.430952         NA
## 1745          NA         NA -11.462857      NA       NA  2.781667         NA
## 2562          NA         NA   5.024736      NA       NA  9.194981         NA
## 366           NA         NA  -7.976223      NA       NA  9.306317  7.5151920
## 389           NA         NA -10.174278      NA       NA  9.373143         NA
## 424           NA         NA         NA      NA       NA        NA         NA
## 1627          NA  1.0133333         NA      NA       NA  8.938889         NA
## 1668   3.7155556         NA  -7.150000      NA       NA 10.384810  8.4988266
## 2123          NA         NA         NA      NA       NA  9.817150         NA
## 2146          NA         NA  -6.430055      NA       NA  9.462277         NA
## 21811         NA         NA         NA      NA       NA  9.791100         NA
## 231           NA         NA  -7.545797      NA       NA  9.836710  3.6850273
## 592           NA         NA  10.592851      NA       NA  6.864302         NA
## 813           NA         NA  -2.212857      NA       NA  7.533158         NA
## 1088          NA         NA   9.442974      NA       NA 11.041593  4.6074997
## 1449          NA         NA -10.901726      NA       NA  9.638176         NA
## 1670          NA         NA  -7.123121      NA       NA  9.590918         NA
## 1945          NA         NA         NA      NA       NA  7.525767         NA
## 2306          NA         NA   8.040000      NA       NA  6.921539         NA
## 2527          NA         NA   9.472541      NA       NA        NA  2.0386885
## 340           NA         NA         NA      NA       NA  8.388322  2.7303122
## 429           NA         NA  -7.731199      NA       NA  9.284637  4.8610721
## 807           NA         NA  -7.894026      NA       NA  9.787960         NA
## 9231   2.4729249         NA  -7.102950      NA       NA 10.194482         NA
## 1867          NA         NA  -8.867333      NA       NA  7.893637         NA
## 1956          NA         NA  -8.513850      NA       NA 11.057972         NA
## 2334          NA         NA         NA      NA       NA 10.148572         NA
## 2450          NA         NA   7.550890      NA       NA  6.618939         NA
## 372    7.3740542         NA         NA      NA       NA  7.729065         NA
## 412           NA         NA  -8.647297      NA       NA 10.537400  6.8793853
## 775           NA         NA  -3.998182      NA       NA  7.210526  3.8399999
## 1358          NA         NA  -7.580000      NA       NA 10.364000         NA
## 1448          NA         NA -10.564308      NA       NA  9.240000         NA
## 1899          NA         NA -10.853334      NA       NA  9.580000  5.4633331
## 1939          NA  1.2083333         NA      NA       NA  8.815812         NA
## 2302          NA         NA         NA      NA       NA  9.012500         NA
## 347           NA         NA         NA      NA       NA  6.197979         NA
## 743           NA         NA  -9.822679      NA       NA  8.118518         NA
## 1374          NA         NA         NA      NA       NA  9.195556         NA
## 1376          NA         NA  -6.310000      NA       NA 10.772537         NA
## 14871         NA         NA  -5.421622      NA       NA 10.030363         NA
## 1509          NA         NA  -7.108571      NA       NA 10.773846         NA
## 1874          NA -4.8078947         NA      NA       NA  7.722857         NA
## 2270          NA         NA  -8.560537      NA       NA 11.148554         NA
## 711    5.3080860         NA  -9.611663      NA       NA 10.491136         NA
## 10421         NA         NA  10.388182      NA       NA  7.051765         NA
## 1161   1.3964463         NA         NA      NA       NA  7.788667  6.4688336
## 1235          NA         NA         NA      NA       NA 10.452819         NA
## 1300          NA         NA         NA      NA       NA  7.478000         NA
## 1320          NA         NA  -8.761236      NA       NA  9.178035         NA
## 2238          NA         NA  -8.520117      NA       NA        NA  3.8827572
## 2569          NA         NA   8.854250      NA       NA  6.572738  0.6721078
## 395           NA         NA  -9.458655      NA       NA 11.761582         NA
## 1429          NA         NA  -9.326818      NA       NA  1.833636         NA
## 1440          NA         NA         NA      NA       NA  8.610000         NA
## 1443          NA         NA  -9.088786      NA       NA 11.512923         NA
## 1474          NA         NA         NA      NA       NA  8.412486         NA
## 1501          NA         NA  -9.525484      NA       NA  6.719407         NA
## 1502          NA         NA         NA      NA       NA  6.620476         NA
## 1504          NA         NA         NA      NA       NA  9.470000         NA
## 1516          NA         NA         NA      NA       NA  9.552953  7.7800002
## 1922          NA         NA         NA      NA       NA 10.068082         NA
## 222           NA         NA  -6.895219      NA       NA  9.974101         NA
## 4791          NA         NA  -9.150629      NA       NA  8.781028  4.0358341
## 1254          NA         NA  -8.450000      NA       NA 10.016714         NA
## 1343          NA         NA         NA      NA       NA        NA         NA
## 1671          NA         NA         NA      NA       NA        NA         NA
## 1705          NA         NA         NA      NA       NA 10.225403         NA
## 1719          NA         NA         NA      NA       NA  9.220909         NA
## 1830          NA         NA  -6.951333      NA       NA 10.364489         NA
## 1172          NA         NA         NA      NA       NA  9.240889         NA
## 11951         NA         NA  -8.617619      NA       NA  8.271770         NA
## 1311          NA         NA         NA      NA       NA  5.831551         NA
## 1313          NA         NA  -6.006984      NA       NA 10.012436         NA
## 1353          NA         NA -10.465063      NA       NA  8.660450  1.5707143
## 1360          NA         NA  -8.812500      NA       NA  5.970000         NA
## 1895          NA         NA  -6.580555      NA       NA 10.544729         NA
## 1983          NA  4.5759761         NA      NA       NA  8.346530         NA
## 2248          NA         NA  -8.782600      NA       NA  8.203936         NA
## 2357          NA         NA  10.690588      NA       NA  8.461687         NA
## 226           NA         NA  -6.864377      NA       NA  9.961509         NA
## 480           NA         NA  -8.647807      NA       NA  9.417595  3.6467022
## 845           NA         NA  -9.262397      NA       NA  9.164028         NA
## 1552          NA         NA  -6.970000      NA       NA  8.224923         NA
## 1609          NA         NA -11.189868      NA       NA  7.808850         NA
## 1703          NA         NA         NA      NA 1.072857  7.182500         NA
## 1728          NA         NA         NA      NA       NA  9.166889         NA
## 2145          NA         NA  -9.460600      NA       NA  7.909833         NA
## 249           NA         NA  -9.117382      NA       NA  9.104924         NA
## 251           NA         NA         NA      NA       NA  9.303070         NA
## 506           NA         NA         NA      NA       NA 10.782009  6.7975573
## 556           NA         NA   7.819861      NA       NA  8.394681         NA
## 1208          NA         NA -12.333393      NA       NA  6.600000         NA
## 1283          NA         NA         NA      NA       NA  8.856125         NA
## 1284          NA         NA         NA      NA       NA  8.996280         NA
## 2345          NA         NA  11.418252      NA       NA  3.170241         NA
## 2565          NA         NA         NA      NA       NA  9.277572         NA
## 317           NA         NA  -9.346519      NA       NA  7.434984  3.1384168
## 335           NA         NA         NA      NA       NA 10.359538         NA
## 663           NA         NA   8.918895      NA       NA  5.729233         NA
## 1333          NA         NA  -8.050000      NA       NA 10.461072  8.2399998
## 1475          NA         NA  -6.537273      NA       NA  9.073600         NA
## 19961         NA -2.4686636         NA      NA       NA  5.087817         NA
## 2113          NA         NA         NA      NA       NA 10.922874         NA
## 2368          NA         NA   9.919565      NA       NA        NA         NA
## 22     2.8793676         NA         NA      NA       NA        NA 10.8210984
## 63     6.2333943         NA         NA      NA       NA  9.766305         NA
## 168           NA         NA  -8.729221      NA       NA 10.953235         NA
## 174           NA         NA         NA      NA       NA 11.132362  5.7395800
## 673           NA         NA   5.579328      NA       NA 10.826123  2.5590749
## 1177          NA         NA  -9.890781      NA       NA  8.708614         NA
## 1180   4.9722692         NA         NA      NA       NA  8.272616         NA
## 1260          NA         NA  -8.743381      NA       NA  9.286531         NA
## 1744          NA         NA         NA      NA       NA 11.006078         NA
## 1759          NA         NA  -8.741163      NA       NA 10.780367         NA
## 2222          NA         NA         NA      NA       NA        NA         NA
## 2362          NA         NA   3.505753      NA       NA 10.506053         NA
## 2530          NA         NA         NA      NA       NA  7.571970         NA
## 2600          NA         NA  10.369900      NA       NA  8.490296         NA
## 2641          NA         NA   7.317607      NA       NA  9.641259         NA
## 7581          NA         NA         NA      NA       NA  9.134916  2.5801214
## 1178          NA         NA -10.340000      NA       NA  5.757429         NA
## 1287          NA         NA  -7.721159      NA       NA 11.870640  6.0399998
## 1445          NA         NA  -6.680000      NA       NA        NA         NA
## 19561         NA         NA  -8.513850      NA       NA 11.057972         NA
## 2229          NA         NA  -8.790494      NA       NA  8.307517         NA
## 2246          NA         NA  -9.840083      NA       NA  7.117467         NA
## 2312  -3.8469230         NA   6.138044      NA       NA  9.422778  1.7981250
## 2412          NA         NA   8.013760      NA       NA 10.030962         NA
## 173           NA         NA  -7.955656      NA       NA 10.333460         NA
## 315           NA         NA  -9.017524      NA       NA 10.373495         NA
## 376    3.0407815         NA         NA      NA       NA 10.822970         NA
## 1630          NA -0.2462500         NA      NA       NA  9.265000         NA
## 1646          NA         NA  -8.817500      NA       NA  7.758056         NA
## 1683          NA         NA         NA      NA       NA        NA         NA
## 1891          NA         NA -11.140000      NA       NA 10.083333         NA
## 1930          NA         NA  -9.983322      NA       NA        NA  4.4530287
## 2007          NA         NA         NA      NA       NA  2.759730         NA
## 2252          NA         NA  -6.587025      NA       NA        NA         NA
## 2471          NA         NA   8.154872      NA       NA  7.675844         NA
## 2511          NA         NA         NA      NA       NA  7.620360         NA
## 152           NA         NA         NA      NA       NA  7.184037         NA
## 307           NA         NA         NA      NA       NA  4.044169         NA
## 414           NA         NA         NA      NA       NA  7.707821  6.6045837
## 1185   4.7362965         NA  -8.601974      NA       NA 10.178922  1.5522223
## 1331          NA         NA  -9.582055      NA       NA  8.667181  5.8290609
## 1351          NA         NA  -8.430000      NA       NA  9.517778         NA
## 1565          NA  0.7800000         NA      NA       NA  9.275556         NA
## 1718          NA         NA  -6.340000      NA       NA  9.025758         NA
## 1808          NA -4.0291665         NA      NA       NA  9.633750         NA
## 2013          NA         NA  -7.810725      NA       NA  8.985479         NA
## 2031          NA -2.5055863         NA      NA       NA  6.030014         NA
## 2090          NA         NA -11.377294      NA       NA  8.014200         NA
## 598           NA         NA   9.276252      NA       NA  7.760864  4.3997871
## 1155          NA         NA         NA      NA       NA  4.631765         NA
## 13581         NA         NA  -7.580000      NA       NA 10.364000         NA
## 1533          NA         NA  -7.166216      NA       NA  9.809182  3.4060000
## 2025          NA         NA  -7.657923      NA       NA 10.603353  4.0165670
## 2035          NA         NA  -6.251097      NA       NA 10.124257         NA
## 2307          NA         NA  12.341528      NA       NA  5.792248         NA
## 2498          NA         NA   7.894483      NA       NA 10.626226  3.0353031
## 5321          NA         NA   5.573913      NA       NA 11.469296  3.4124392
## 975           NA         NA -10.260307      NA       NA  9.371486         NA
## 1040          NA         NA   7.089789      NA       NA  9.288194         NA
## 1214          NA         NA         NA      NA       NA 10.699653  4.0788525
## 1612          NA         NA         NA      NA       NA  8.964286         NA
## 2006          NA         NA         NA      NA       NA  9.502577         NA
## 2338          NA         NA   7.065227      NA       NA  6.422500  3.4492000
## 2504          NA         NA         NA      NA       NA        NA         NA
## 2536          NA         NA   8.505714      NA       NA  8.628333         NA
## 279           NA         NA  -9.797321      NA       NA 10.700194         NA
## 351           NA         NA         NA      NA       NA 10.385096  3.2450436
## 1336          NA         NA  -7.123334      NA       NA 10.291555         NA
## 13492         NA         NA -10.454524      NA       NA  3.102500         NA
## 1356          NA         NA         NA      NA       NA  9.752629         NA
## 1417          NA         NA  -8.863636      NA       NA 10.555091         NA
## 15091         NA         NA  -7.108571      NA       NA 10.773846         NA
## 1542          NA         NA         NA      NA       NA        NA  9.7967233
## 2055          NA         NA  -8.320970      NA       NA  9.227928         NA
## 2273          NA         NA         NA      NA       NA        NA         NA
## 2499          NA         NA  11.331091      NA       NA  7.512500         NA
## 2566          NA         NA   8.384205      NA       NA  8.509505  5.3615999
## 51            NA         NA  -7.981430      NA       NA  9.508821  3.5772436
## 365           NA         NA         NA      NA       NA  8.126765         NA
## 552           NA         NA         NA      NA       NA  8.780921         NA
## 630           NA         NA         NA      NA       NA  9.267497  4.8208863
## 1493          NA         NA         NA      NA       NA  8.900833         NA
## 1506          NA         NA         NA      NA       NA  8.241000  6.4955194
## 1514          NA         NA         NA      NA       NA        NA  8.6899996
## 1925          NA         NA         NA      NA       NA  9.292078         NA
## 2349          NA         NA         NA      NA       NA  8.808425         NA
## 2413          NA         NA   9.180000      NA       NA  9.058000         NA
## 2629          NA         NA   8.380884      NA       NA        NA         NA
## 48            NA         NA         NA      NA       NA        NA         NA
## 246           NA         NA         NA      NA       NA  1.758461         NA
## 1428          NA         NA  -3.850000      NA       NA  8.273838         NA
## 14872         NA         NA  -5.421622      NA       NA 10.030363         NA
## 1503          NA         NA         NA      NA       NA  7.973978         NA
## 16981         NA         NA  -8.524878      NA       NA 10.169008         NA
## 1700          NA         NA         NA      NA       NA  1.740986         NA
## 2169          NA -0.3873400         NA      NA       NA  7.750711         NA
## 2178          NA         NA  -9.621379      NA       NA 10.490291         NA
## 2626          NA         NA   9.924830      NA       NA  5.435432         NA
## 3951          NA         NA  -9.458655      NA       NA 11.761582         NA
## 1270          NA         NA         NA      NA       NA        NA  6.2276472
## 1315          NA         NA  -8.280000      NA       NA 11.665981         NA
## 1381          NA         NA  -9.424545      NA       NA  9.226750         NA
## 16531         NA         NA         NA      NA       NA 10.768500         NA
## 1661          NA         NA  -9.458228      NA       NA  8.602324         NA
## 2027          NA         NA  -7.242814      NA       NA  9.965352         NA
## 2128          NA         NA -10.685346      NA       NA 10.141744         NA
## 1220          NA         NA  -8.911224      NA       NA        NA         NA
## 1369          NA         NA  -7.748889      NA       NA        NA         NA
## 1392          NA         NA         NA      NA       NA  3.321667         NA
## 1751          NA         NA  -6.316667      NA       NA 10.935477         NA
## 1988          NA         NA         NA      NA       NA  7.200833         NA
## 2153          NA         NA  -7.869487      NA       NA 10.977753         NA
## 2167          NA         NA  -8.465359      NA       NA 11.140149         NA
## 2437          NA         NA   9.193369      NA       NA 10.394399         NA
## 2454          NA         NA   8.397500      NA       NA  9.857747         NA
## 2578          NA         NA         NA      NA       NA        NA  4.4206862
## 1097          NA         NA   6.831343      NA       NA 10.660348         NA
## 1209          NA         NA         NA      NA       NA        NA         NA
## 1335          NA         NA  -8.375000      NA       NA  8.984568         NA
## 1975          NA         NA         NA      NA       NA 10.162292         NA
## 2187          NA         NA -10.273567      NA       NA 10.613255  5.6336498
## 2259          NA         NA         NA      NA       NA  9.503250         NA
## 2341          NA         NA   8.251818      NA       NA  9.491154         NA
## 2453          NA         NA   7.820000      NA       NA  9.313046         NA
## 2522          NA         NA         NA      NA       NA  2.884038         NA
## 574           NA         NA  10.473349      NA       NA        NA  2.9696209
## 590           NA         NA   9.844383      NA       NA 10.543563         NA
## 983    3.6958419         NA         NA      NA       NA 10.011846         NA
## 1013          NA         NA   8.211564      NA       NA  8.950479  4.7440586
## 2076          NA  1.8968800         NA      NA       NA  8.972490         NA
## 2158          NA         NA         NA      NA       NA  6.817100         NA
## 2177          NA         NA -10.182300      NA       NA        NA         NA
## 2324          NA         NA         NA      NA       NA 10.027878         NA
## 182           NA         NA  -5.531065      NA       NA        NA  5.1269498
## 212           NA         NA  -9.019025      NA       NA  8.898034  4.2664498
## 333           NA         NA  -8.551387      NA       NA  9.084098         NA
## 609           NA         NA   8.639028      NA       NA  9.538371         NA
## 1162          NA         NA  -6.556190      NA       NA  8.685106  0.5360748
## 1286          NA         NA         NA      NA       NA  8.810000         NA
## 1426          NA         NA         NA      NA       NA 10.956219         NA
## 1611          NA         NA  -9.454407      NA       NA  9.583407         NA
## 1882          NA         NA -10.178293      NA       NA  7.848297         NA
## 1958   2.4293667         NA -10.841676      NA       NA  7.957708         NA
## 2038          NA         NA         NA      NA       NA  8.783179         NA
## 2467          NA         NA   9.790000      NA       NA 12.320000         NA
## 756           NA         NA  -8.256000      NA       NA  9.336667         NA
## 780    2.3321380         NA  -8.646666      NA       NA 10.603979         NA
## 991           NA         NA  -8.916159      NA       NA        NA         NA
## 1305          NA         NA  -8.425527      NA       NA 10.512922         NA
## 1373          NA         NA         NA      NA       NA  9.313125         NA
## 1459          NA         NA  -6.125732      NA       NA 11.016695  8.7067999
## 1594          NA         NA         NA      NA       NA  9.390476         NA
## 1860          NA -0.6058139         NA      NA       NA  8.935000         NA
## 613           NA         NA   6.491178      NA       NA  8.484272         NA
## 1108          NA         NA   7.383561      NA       NA  7.632139         NA
## 2279          NA         NA         NA      NA       NA 10.570266         NA
## 2310          NA         NA         NA      NA       NA  9.062727         NA
## 2333          NA         NA         NA      NA       NA 10.244601         NA
## 2348          NA         NA  10.316774      NA       NA        NA         NA
## 2372          NA         NA   9.193797      NA       NA        NA         NA
## 2526          NA         NA         NA      NA       NA        NA         NA
## 2574          NA         NA         NA      NA       NA  9.766129  1.3064685
## 111           NA         NA  -8.016481      NA       NA  6.894925         NA
## 1438          NA         NA         NA      NA       NA  6.980227         NA
## 15041         NA         NA         NA      NA       NA  9.470000         NA
## 1811          NA         NA         NA      NA       NA  6.236938         NA
## 2092          NA         NA  -8.557211      NA       NA  8.887654  7.7669997
## 2131          NA -1.7073666         NA      NA       NA  9.567091         NA
## 2410          NA         NA   7.558750      NA       NA 11.168334         NA
## 2539  -0.9134512         NA  10.043119      NA       NA 10.400200         NA
## 1111          NA         NA  -8.016481      NA       NA  6.894925         NA
## 14381         NA         NA         NA      NA       NA  6.980227         NA
## 15042         NA         NA         NA      NA       NA  9.470000         NA
## 18111         NA         NA         NA      NA       NA  6.236938         NA
## 20921         NA         NA  -8.557211      NA       NA  8.887654  7.7669997
## 21311         NA -1.7073666         NA      NA       NA  9.567091         NA
## 24101         NA         NA   7.558750      NA       NA 11.168334         NA
## 25391 -0.9134512         NA  10.043119      NA       NA 10.400200         NA
## 529           NA         NA         NA      NA       NA  9.210119         NA
## 638           NA         NA   8.785393      NA       NA        NA         NA
## 951           NA         NA         NA      NA       NA 10.834587  5.3330332
## 1505          NA         NA         NA      NA       NA  9.216493         NA
## 1614          NA         NA         NA      NA       NA 10.668960  4.3256864
## 1927          NA         NA  -5.144556      NA       NA  9.664759  7.4501391
## 2481          NA         NA   9.665636      NA       NA  8.749427         NA
## 2590          NA         NA   9.413513      NA       NA  9.714480  1.9343300
## 467           NA         NA  -8.885717      NA       NA 10.305333         NA
##          FS_Z_sc FO_Z_sc    SI_Z_sc     SL_Z_sc     CU_Z_sc    KC_Z_sc
## 479           NA      NA  4.1690082  2.24981745          NA         NA
## 532           NA      NA         NA          NA  -6.4459221         NA
## 1032          NA      NA  7.0895913          NA   1.6035269         NA
## 1042          NA      NA  3.3141666  1.13000000          NA         NA
## 1047          NA      NA         NA -0.75083335  -9.2418185         NA
## 1964          NA      NA  7.3840184  1.30147605          NA         NA
## 2148          NA      NA         NA          NA  -1.3848445         NA
## 2154          NA      NA         NA          NA          NA         NA
## 2192          NA      NA  3.4698499  4.28509988          NA         NA
## 2241          NA      NA  2.3093246  3.50977770          NA         NA
## 447   -0.3101933      NA  4.8842376 -0.96464704          NA         NA
## 490           NA      NA  5.9989437          NA          NA  -3.654700
## 496           NA      NA  6.1807360          NA  -3.3382023         NA
## 923           NA      NA  7.0361001  1.25872413          NA  -2.872060
## 1038          NA      NA  3.1624750          NA  -8.7263510         NA
## 1960          NA      NA         NA          NA          NA         NA
## 1984   3.7058499      NA  5.8056998  0.34745617          NA         NA
## 1996          NA      NA         NA          NA          NA         NA
## 2009          NA      NA  7.0009999          NA          NA         NA
## 2051          NA      NA -6.2509910  5.75611086          NA         NA
## 2085   2.7991040      NA  5.9517231  2.64509841  -3.9142512         NA
## 342           NA      NA  5.6940967 -2.55947760          NA         NA
## 362    1.6446749      NA         NA  3.66222662          NA         NA
## 896           NA      NA         NA  1.83608694  -7.0191669         NA
## 1195          NA      NA  5.3928072  0.09095000          NA         NA
## 1389          NA      NA         NA -0.06038462          NA         NA
## 1393          NA      NA         NA          NA  -9.5863634         NA
## 1463          NA      NA         NA  4.44934432          NA         NA
## 1767          NA      NA         NA  4.03428568          NA         NA
## 2587          NA      NA  2.8880811  0.40170820          NA         NA
## 2607          NA      NA         NA  0.79630566          NA         NA
## 137           NA      NA         NA  0.31244614  -3.0863930         NA
## 258           NA      NA         NA -0.66428631          NA -10.448301
## 377           NA      NA  4.8611159  0.54645169          NA         NA
## 1581          NA      NA         NA          NA          NA         NA
## 1640          NA      NA         NA -0.24763157  -0.9236111         NA
## 2382          NA      NA  6.7450360  4.08355550  -2.3165980         NA
## 2503          NA      NA         NA  3.04250002  -2.2740285         NA
## 2622          NA      NA         NA          NA   2.0866390         NA
## 69            NA      NA         NA  0.66954522          NA         NA
## 136           NA      NA  6.7295192  0.14567169  -9.0045030         NA
## 1101          NA      NA  6.4000083  0.48179981          NA         NA
## 1268          NA      NA  8.0319635          NA          NA  -6.268392
## 1279          NA      NA  5.9862355  4.14496456          NA         NA
## 1308          NA      NA         NA  3.41274986          NA -10.150114
## 1324          NA      NA         NA  7.45499992          NA         NA
## 1330          NA      NA  8.9333889  0.21837143 -11.1046666         NA
## 2104          NA      NA         NA  9.82868767          NA         NA
## 2314          NA      NA         NA -3.11451623          NA         NA
## 2381          NA      NA  6.9228723  2.74260271  -2.0907499         NA
## 55            NA      NA  4.5266738 -2.08170806  -6.5781175         NA
## 1153          NA      NA -5.3373152  5.05995602  -8.0699997         NA
## 1439          NA      NA         NA  1.61124992          NA         NA
## 1617          NA      NA  7.3325847  4.08643832  -9.8983650         NA
## 1653          NA      NA         NA          NA  -6.2300000         NA
## 1737          NA      NA  7.2216670  4.18618510          NA         NA
## 1926          NA      NA  8.7140448          NA  -4.5547223         NA
## 2300          NA      NA  5.1505790  0.62400999  -6.6738834         NA
## 238           NA      NA  6.6962425 -0.73155128  -8.6134126         NA
## 1077          NA      NA  7.2094837 -1.25027024  -4.2960715         NA
## 1159          NA      NA  9.0725002 -1.36923071          NA         NA
## 1253          NA      NA         NA 10.29833349          NA         NA
## 1387          NA      NA         NA  4.42408161          NA         NA
## 1450          NA      NA  8.4700003          NA          NA         NA
## 1915          NA      NA         NA -0.93916670          NA         NA
## 2483          NA      NA         NA -0.39250001          NA         NA
## 612           NA      NA  7.7101621  1.40190625  -9.7261466         NA
## 1229          NA      NA         NA          NA          NA         NA
## 1231          NA      NA         NA  3.30629617  -1.6853846         NA
## 1349          NA      NA  2.9287132 -0.11569444          NA         NA
## 1553          NA      NA  6.4548675 -0.16539007          NA         NA
## 1660          NA      NA  4.8104870  0.71196923          NA         NA
## 1663          NA      NA         NA  1.22591397          NA         NA
## 1959          NA      NA         NA          NA          NA         NA
## 6121          NA      NA  7.7101621  1.40190625  -9.7261466         NA
## 12291         NA      NA         NA          NA          NA         NA
## 12311         NA      NA         NA  3.30629617  -1.6853846         NA
## 13491         NA      NA  2.9287132 -0.11569444          NA         NA
## 15531         NA      NA  6.4548675 -0.16539007          NA         NA
## 16601         NA      NA  4.8104870  0.71196923          NA         NA
## 16631         NA      NA         NA  1.22591397          NA         NA
## 19591         NA      NA         NA          NA          NA         NA
## 476           NA      NA  5.1189013 -1.60317693          NA         NA
## 527           NA      NA  5.6022571  2.07344964  -8.0025223         NA
## 576           NA      NA         NA          NA  -8.9783240         NA
## 2047          NA      NA         NA          NA          NA         NA
## 2118          NA      NA         NA  0.50930314  -3.3514400         NA
## 2133          NA      NA  6.8250607 -0.17703742          NA         NA
## 2134          NA      NA         NA          NA          NA         NA
## 2139          NA      NA         NA -0.35206490          NA         NA
## 2181          NA      NA         NA  1.82736738          NA         NA
## 2190          NA      NA         NA  0.81693574  -9.0955882         NA
## 2205          NA      NA         NA  1.23312011          NA         NA
## 2206          NA      NA  1.0159084  4.20849282          NA         NA
## 758    1.8377898      NA         NA  1.80006788  -7.7904163         NA
## 820           NA      NA  7.3438659 -2.83559998  -7.4216665         NA
## 1535          NA      NA         NA          NA  -6.5367705         NA
## 1546          NA      NA         NA  2.73821175  -5.4390997         NA
## 1555          NA      NA  5.7922949          NA          NA         NA
## 1618          NA      NA  3.4331818 -0.74315789          NA         NA
## 1684          NA      NA         NA -3.33291658          NA -10.065071
## 1740          NA      NA  5.2900000 -1.14829790          NA         NA
## 1746          NA      NA         NA  1.92968750          NA         NA
## 2515          NA      NA -1.3134951 -0.44294119          NA         NA
## 2577          NA      NA         NA  2.93248045          NA         NA
## 537           NA      NA         NA  0.83041768          NA         NA
## 960           NA      NA         NA  1.53151584          NA  -8.840849
## 1068          NA      NA         NA          NA  -8.2940961         NA
## 12531         NA      NA         NA 10.29833349          NA         NA
## 1301          NA      NA  2.4303449  2.45097562          NA         NA
## 1487          NA      NA         NA  2.60469382  -5.8850002         NA
## 1508          NA      NA         NA -0.12265822          NA         NA
## 1735          NA      NA  3.7753848  1.57000001  -5.7066669         NA
## 2294          NA      NA  9.2872496  0.79869378          NA         NA
## 805           NA      NA  5.9205262          NA  -5.8209090         NA
## 1563          NA      NA         NA          NA          NA  -4.194000
## 1576          NA      NA         NA          NA          NA         NA
## 1578   0.6470149      NA         NA  3.02999997          NA         NA
## 1588          NA      NA         NA  6.99875021  -3.4500000         NA
## 1606          NA      NA         NA -0.86880593          NA  -4.975000
## 1644          NA      NA         NA          NA   1.0000000         NA
## 1650          NA      NA         NA  1.61555554          NA         NA
## 1655          NA      NA         NA          NA          NA         NA
## 1679          NA      NA         NA  1.06810125          NA         NA
## 1698          NA      NA         NA  1.72282058          NA         NA
## 1712          NA      NA         NA          NA          NA         NA
## 1722          NA      NA  0.3734722  2.23496296          NA         NA
## 1745          NA      NA  4.5183722  0.70583785          NA         NA
## 2562          NA      NA         NA  0.41868047          NA         NA
## 366           NA      NA         NA  2.45990337  -3.5450419         NA
## 389           NA      NA  5.1301011  1.20446580          NA         NA
## 424           NA      NA  3.6903221 -0.56296449  -6.1433551         NA
## 1627          NA      NA         NA          NA          NA         NA
## 1668          NA      NA  7.1050000  1.88366661          NA -10.652798
## 2123          NA      NA         NA          NA          NA         NA
## 2146          NA      NA  5.2494560  0.34218807          NA         NA
## 21811         NA      NA         NA  1.82736738          NA         NA
## 231           NA      NA         NA          NA  -7.5854168         NA
## 592           NA      NA  2.7325786  1.22238835          NA         NA
## 813           NA      NA         NA  1.59675681  -6.4900002         NA
## 1088          NA      NA         NA          NA  -8.0518182         NA
## 1449          NA      NA  6.8825862  3.07757051          NA         NA
## 1670          NA      NA  6.8220352  2.16939694          NA         NA
## 1945   3.6274879      NA  6.5188916  1.89301149          NA         NA
## 2306          NA      NA         NA          NA  -5.6999998         NA
## 2527          NA      NA  0.5561735 -3.76594585          NA         NA
## 340           NA      NA  6.0658107 -0.76727608          NA         NA
## 429           NA      NA  6.4373975  0.70978049  -4.9576198         NA
## 807           NA      NA         NA  3.35834683  -1.3300000         NA
## 9231          NA      NA  7.0361001  1.25872413          NA  -2.872060
## 1867          NA      NA         NA          NA  -2.5133333         NA
## 1956          NA      NA         NA -0.81343785 -10.5833333         NA
## 2334          NA      NA  8.8800001  2.23333327  -7.1050000         NA
## 2450          NA      NA  3.7615961 -0.32122449          NA         NA
## 372           NA      NA         NA  0.81214614          NA  -5.266870
## 412           NA      NA         NA          NA  -3.9584404         NA
## 775           NA      NA         NA -1.45243901  -5.3315383         NA
## 1358          NA      NA         NA  2.03999996  -5.2600002         NA
## 1448          NA      NA  8.6617884  2.64808283          NA         NA
## 1899          NA      NA  4.8413335 -0.32000000  -7.2600002         NA
## 1939          NA      NA         NA          NA   8.9050703         NA
## 2302          NA      NA  4.5292309 -1.41611110          NA         NA
## 347           NA      NA  4.4948946  0.82637012          NA         NA
## 743           NA      NA  4.5949428  2.31966484  -1.9621518         NA
## 1374          NA      NA         NA -4.20400009          NA         NA
## 1376          NA      NA 11.2260002  1.32000005  -7.7427452         NA
## 14871         NA      NA         NA  2.60469382  -5.8850002         NA
## 1509          NA      NA 10.0649996  2.25333341          NA         NA
## 1874          NA      NA         NA          NA          NA         NA
## 2270          NA      NA         NA  2.66789050          NA         NA
## 711           NA      NA  8.5703998  0.56623671          NA  -6.693226
## 10421         NA      NA  3.3141666  1.13000000          NA         NA
## 1161          NA      NA         NA          NA          NA  -7.904986
## 1235          NA      NA         NA -2.71350532  -6.7391451         NA
## 1300          NA      NA         NA          NA          NA         NA
## 1320          NA      NA         NA  0.62835052          NA         NA
## 2238          NA      NA  3.2675209  2.32842950          NA         NA
## 2569          NA      NA  1.2355803 -1.41879900          NA         NA
## 395           NA      NA         NA          NA          NA         NA
## 1429          NA      NA -2.0939080  0.58637680          NA         NA
## 1440          NA      NA  5.4800000  0.62000000          NA         NA
## 1443          NA      NA  6.3600001          NA   0.8124306         NA
## 1474   2.5745918      NA         NA  1.04492305          NA         NA
## 1501          NA      NA         NA  1.09816666          NA         NA
## 1502  -0.5546154      NA  1.9911556  3.39996425          NA         NA
## 1504          NA      NA         NA -0.49666665          NA         NA
## 1516          NA      NA         NA          NA  -7.2766664         NA
## 1922          NA      NA         NA  0.54290322          NA         NA
## 222           NA      NA         NA  3.01940123  -4.4778005         NA
## 4791          NA      NA  4.1690082  2.24981745          NA         NA
## 1254          NA      NA  6.8407185  3.85361909  -9.9552401         NA
## 1343          NA      NA         NA  9.09500027   5.2600002         NA
## 1671   3.2463044      NA  5.3711876  0.20443037          NA         NA
## 1705   2.3964646      NA 10.2049999  0.13666666  -6.5920452         NA
## 1719          NA      NA  5.9789458  1.00902514          NA         NA
## 1830          NA      NA         NA  0.41769229          NA         NA
## 1172          NA      NA         NA  0.75411763  -5.2654544         NA
## 11951         NA      NA  5.3928072  0.09095000          NA         NA
## 1311          NA      NA  4.6340951 -0.18292080  -8.3859158         NA
## 1313          NA      NA  8.1750001  0.12785124          NA         NA
## 1353          NA      NA  8.5141665          NA          NA         NA
## 1360          NA      NA  4.6782352          NA  -3.9992858         NA
## 1895          NA      NA         NA -2.11043101          NA         NA
## 1983          NA      NA         NA          NA          NA         NA
## 2248          NA      NA         NA  0.99722139          NA         NA
## 2357          NA      NA         NA  0.31459999  -0.3300000         NA
## 226           NA      NA         NA -0.24257764          NA         NA
## 480           NA      NA         NA -0.21990603          NA         NA
## 845           NA      NA  5.9659901  1.59013530  -4.3696858         NA
## 1552          NA      NA  6.8066667 -0.21644444          NA         NA
## 1609          NA      NA  3.6846577  4.35642854  -1.4538506         NA
## 1703          NA      NA         NA          NA   7.8649998         NA
## 1728   3.1932450      NA  9.3275003  3.64228581          NA         NA
## 2145          NA      NA         NA -0.09018647          NA         NA
## 249           NA      NA         NA  2.06933675  -2.2387913         NA
## 251           NA      NA  4.6819606 -1.56846224  -6.0073767         NA
## 506           NA      NA         NA          NA   0.3324056         NA
## 556           NA      NA  6.6352765  2.61626901          NA         NA
## 1208          NA      NA  2.3436584  4.41228922          NA         NA
## 1283          NA      NA         NA -2.94450378          NA         NA
## 1284   5.3583336      NA         NA -1.89354165  -3.6554894         NA
## 2345          NA      NA -2.2069802  0.36213838          NA         NA
## 2565          NA      NA  7.9903616  3.80189140          NA         NA
## 317           NA      NA  4.1458048  0.85729176          NA         NA
## 335           NA      NA         NA  0.39122791          NA         NA
## 663           NA      NA  0.7251758          NA   0.4230110         NA
## 1333          NA      NA  6.5911318  0.21637393          NA         NA
## 1475          NA      NA         NA  1.07000003          NA         NA
## 19961         NA      NA         NA          NA          NA         NA
## 2113          NA      NA         NA  1.58464126  -5.0225117         NA
## 2368          NA      NA  4.5614285 -0.16323530          NA         NA
## 22            NA      NA         NA  0.10504615          NA  -5.602843
## 63            NA      NA         NA          NA          NA  -9.070234
## 168           NA      NA  7.8594973  4.15871991          NA         NA
## 174           NA      NA         NA          NA  -5.6880816         NA
## 673           NA      NA         NA  1.36766110  -6.6202576         NA
## 1177          NA      NA  5.9609856  2.91565661          NA         NA
## 1180          NA      NA         NA          NA          NA  -3.128279
## 1260          NA      NA         NA -0.32439999          NA         NA
## 1744          NA      NA  6.2835163  3.53103087          NA         NA
## 1759          NA      NA  7.5000000 -0.10812275  -6.1306000         NA
## 2222          NA      NA  1.3849509  0.44741076          NA         NA
## 2362          NA      NA 10.3864917          NA  -3.9656602         NA
## 2530          NA      NA         NA  0.46815792  -7.6900001         NA
## 2600          NA      NA  5.8419616  2.31554901          NA         NA
## 2641          NA      NA         NA  2.68095245          NA         NA
## 7581   1.8377898      NA         NA  1.80006788  -7.7904163         NA
## 1178          NA      NA  2.5641905 -2.86584700          NA         NA
## 1287          NA      NA         NA  0.34626666  -7.6277778         NA
## 1445          NA      NA         NA  6.98562479          NA         NA
## 19561         NA      NA         NA -0.81343785 -10.5833333         NA
## 2229          NA      NA         NA  3.37428707          NA         NA
## 2246          NA      NA  2.8475702  0.22760790          NA         NA
## 2312          NA      NA  7.8578721          NA          NA  -5.107436
## 2412          NA      NA         NA  2.20422535          NA         NA
## 173           NA      NA         NA -1.24437604  -6.2553407         NA
## 315           NA      NA         NA  0.81053594          NA         NA
## 376           NA      NA         NA          NA          NA  -5.109643
## 1630          NA      NA         NA          NA          NA         NA
## 1646          NA      NA  5.0630987 -1.54069445          NA         NA
## 1683   2.1380000      NA  8.9859881  4.60203123          NA         NA
## 1891          NA      NA  6.5821804 -0.67784093          NA         NA
## 1930          NA      NA  4.2689998  2.35577774          NA         NA
## 2007          NA      NA  2.4468546 -1.64257050          NA         NA
## 2252          NA      NA  1.6417204 -0.57868680          NA         NA
## 2471          NA      NA         NA -1.99068961          NA         NA
## 2511          NA      NA         NA  0.66659574  -5.2654168         NA
## 152           NA      NA  4.3954035  2.89173739          NA         NA
## 307           NA      NA  0.5952149  1.01034401          NA         NA
## 414           NA      NA  4.7495222  0.22798342          NA         NA
## 1185          NA      NA         NA          NA          NA  -5.894815
## 1331          NA      NA  5.8799741          NA  -4.3214817         NA
## 1351          NA      NA         NA  4.71000004  -0.6450000         NA
## 1565          NA      NA         NA 10.77000046   2.5740000         NA
## 1718          NA      NA         NA          NA          NA         NA
## 1808          NA      NA         NA          NA  -0.7900000         NA
## 2013          NA      NA  4.0621600  1.76487784  -4.7732001         NA
## 2031          NA      NA         NA          NA          NA         NA
## 2090          NA      NA  7.4667333  3.55913229          NA         NA
## 598           NA      NA         NA          NA   1.6305966         NA
## 1155          NA      NA -1.9316667  0.09358695          NA         NA
## 13581         NA      NA         NA  2.03999996  -5.2600002         NA
## 1533          NA      NA         NA -0.97651167          NA         NA
## 2025          NA      NA  8.4866979  3.53655847  -6.2491398         NA
## 2035          NA      NA         NA  1.61261613          NA         NA
## 2307          NA      NA  4.5098675  0.88358851          NA         NA
## 2498          NA      NA         NA          NA  -7.0743752         NA
## 5321          NA      NA         NA          NA  -6.4459221         NA
## 975           NA      NA         NA  1.20975059  -5.3243483         NA
## 1040          NA      NA  7.7293239          NA  -7.5862503         NA
## 1214          NA      NA         NA -1.91358972          NA         NA
## 1612          NA      NA         NA          NA          NA         NA
## 2006          NA      NA         NA          NA          NA         NA
## 2338          NA      NA  3.9974999 -2.90153856          NA         NA
## 2504          NA      NA  2.2538636          NA  -4.0173395         NA
## 2536          NA      NA         NA -2.37941181  -6.8699999         NA
## 279           NA      NA         NA  1.07526148          NA         NA
## 351    5.0805368      NA         NA          NA          NA         NA
## 1336          NA      NA         NA  1.16250001          NA         NA
## 13492         NA      NA  2.9287132 -0.11569444          NA         NA
## 1356   3.5218109      NA         NA -0.25495370          NA         NA
## 1417          NA      NA  8.6435488  1.62843143          NA         NA
## 15091         NA      NA 10.0649996  2.25333341          NA         NA
## 1542          NA      NA 11.5225562 -3.02137395          NA         NA
## 2055          NA      NA  6.2956540  1.15338999  -3.7879759         NA
## 2273          NA      NA  1.6193840 -1.87203328          NA         NA
## 2499          NA      NA  3.7783075 -0.41047945          NA         NA
## 2566          NA      NA  7.0254502  0.52131499          NA         NA
## 51            NA      NA  7.6015631          NA  -7.9652947         NA
## 365    2.4914830      NA  4.6032090  4.44501017          NA         NA
## 552    6.7779891      NA         NA -0.95318439          NA         NA
## 630           NA      NA  6.2146907  2.40441701          NA         NA
## 1493          NA      NA         NA  3.94000015          NA         NA
## 1506          NA      NA         NA  0.91159233          NA         NA
## 1514          NA      NA         NA  7.55666669          NA         NA
## 1925   2.2206985      NA  3.9633334  3.01947369          NA         NA
## 2349          NA      NA 11.5500002  1.59690906          NA         NA
## 2413          NA      NA  8.9853844          NA          NA         NA
## 2629          NA      NA  2.2829412  1.47379135          NA         NA
## 48            NA      NA  9.4552337          NA  -2.5749502         NA
## 246           NA      NA -2.3258682  1.01509855          NA         NA
## 1428          NA      NA         NA          NA          NA         NA
## 14872         NA      NA         NA  2.60469382  -5.8850002         NA
## 1503          NA      NA  4.3207873 -2.56564708          NA         NA
## 16981         NA      NA         NA  1.72282058          NA         NA
## 1700          NA      NA -6.0357095  3.33764218          NA         NA
## 2169          NA      NA         NA          NA  -2.3772099         NA
## 2178          NA      NA         NA  2.41515541  -1.1880826         NA
## 2626          NA      NA         NA -0.03039509          NA         NA
## 3951          NA      NA         NA          NA          NA         NA
## 1270          NA      NA         NA  1.08571427  -8.2966665         NA
## 1315          NA      NA         NA          NA  -4.3679570         NA
## 1381          NA      NA         NA -0.31444444          NA         NA
## 16531         NA      NA         NA          NA  -6.2300000         NA
## 1661          NA      NA  5.5740911 -0.70200001  -8.7019997         NA
## 2027          NA      NA         NA  1.72578195  -2.0708667         NA
## 2128          NA      NA         NA -0.71369311          NA         NA
## 1220          NA      NA  5.3607040  1.20399996          NA         NA
## 1369          NA      NA         NA  9.20888858          NA         NA
## 1392          NA      NA  3.9703335  0.61443928          NA         NA
## 1751          NA      NA         NA  1.40238407          NA         NA
## 1988          NA      NA  6.4843750 -0.76187897          NA         NA
## 2153          NA      NA         NA  2.61513283          NA         NA
## 2167          NA      NA         NA          NA  -8.1380726         NA
## 2437          NA      NA         NA  2.02277777  -1.7903572         NA
## 2454          NA      NA  8.8733336  2.56281257 -11.1600001         NA
## 2578          NA      NA  9.1519495          NA          NA         NA
## 1097   7.2729599      NA 10.2305002  4.26449373  -8.9507324         NA
## 1209          NA      NA  4.6563637 -1.11833334          NA         NA
## 1335          NA      NA         NA -2.20703451  -3.7800000         NA
## 1975          NA      NA         NA -2.17060927  -5.2626572         NA
## 2187          NA      NA         NA  4.40598932          NA         NA
## 2259          NA      NA         NA  0.18202333  -7.7455997         NA
## 2341          NA      NA         NA -0.50202705          NA         NA
## 2453          NA      NA  7.4331726  0.21815331          NA         NA
## 2522          NA      NA         NA  1.82191354  -2.2508450         NA
## 574           NA      NA  6.5534772          NA   2.2630951         NA
## 590           NA      NA         NA  1.07062103          NA         NA
## 983    2.6110673      NA  7.5428877  0.59160786          NA  -6.927551
## 1013          NA      NA  7.0370370          NA  -1.6197769         NA
## 2076          NA      NA         NA          NA          NA         NA
## 2158          NA      NA  1.6130650  0.61290141          NA         NA
## 2177          NA      NA  5.1111450  1.37218453          NA         NA
## 2324          NA      NA  2.7600000  1.22014538          NA         NA
## 182           NA      NA  5.1865725  0.01948992  -7.0685104         NA
## 212           NA      NA  6.8958546          NA  -6.0025622         NA
## 333           NA      NA  4.2662630  1.58237673  -6.5982340         NA
## 609           NA      NA         NA          NA  -7.3863705         NA
## 1162          NA      NA  6.6271692          NA  -5.9891890         NA
## 1286          NA      NA  3.8373413 -0.50222581  -7.4515896         NA
## 1426          NA      NA  9.5370412          NA  -7.0866050         NA
## 1611          NA      NA  6.1277069  0.43357144          NA         NA
## 1882          NA      NA         NA  1.46044770          NA         NA
## 1958          NA      NA  4.5497753  0.13046715          NA  -4.382469
## 2038   1.6287737      NA         NA  4.51349982          NA         NA
## 2467          NA      NA  5.6527408  3.11511807          NA         NA
## 756           NA      NA         NA -2.53111119  -4.6550002         NA
## 780           NA      NA         NA  2.71604331          NA  -4.650621
## 991           NA      NA  5.4792813  0.71963040          NA         NA
## 1305          NA      NA         NA  4.62833341  -2.9057838         NA
## 1373          NA      NA         NA          NA          NA         NA
## 1459          NA      NA         NA  2.72324679          NA         NA
## 1594          NA      NA         NA          NA  -0.8725000         NA
## 1860          NA      NA         NA          NA          NA         NA
## 613           NA      NA  4.2307387 -1.75102491          NA         NA
## 1108          NA      NA  6.4337242  0.45890262  -9.4075260         NA
## 2279          NA      NA         NA -1.28637505          NA         NA
## 2310          NA      NA         NA          NA  -3.5225000         NA
## 2333          NA      NA  9.6549997          NA  -6.6327585         NA
## 2348          NA      NA  3.6400000          NA  -1.1800000         NA
## 2372          NA      NA  4.2998297 -2.24147952          NA         NA
## 2526          NA      NA  2.7560000 -3.76285716          NA         NA
## 2574          NA      NA  7.5588334 -1.61429997          NA         NA
## 111           NA      NA  6.2185050  1.73134088  -3.8193466         NA
## 1438          NA      NA  4.8056922 -2.80469373  -7.1598388         NA
## 15041         NA      NA         NA -0.49666665          NA         NA
## 1811          NA      NA  7.1700001          NA  -0.0500000         NA
## 2092          NA      NA  5.4011054  3.25790950          NA         NA
## 2131          NA      NA         NA          NA          NA         NA
## 2410          NA      NA         NA          NA   2.5255555         NA
## 2539          NA      NA         NA          NA          NA  -4.821709
## 1111          NA      NA  6.2185050  1.73134088  -3.8193466         NA
## 14381         NA      NA  4.8056922 -2.80469373  -7.1598388         NA
## 15042         NA      NA         NA -0.49666665          NA         NA
## 18111         NA      NA  7.1700001          NA  -0.0500000         NA
## 20921         NA      NA  5.4011054  3.25790950          NA         NA
## 21311         NA      NA         NA          NA          NA         NA
## 24101         NA      NA         NA          NA   2.5255555         NA
## 25391         NA      NA         NA          NA          NA  -4.821709
## 529           NA      NA         NA          NA          NA         NA
## 638           NA      NA  4.4663516  2.80286949          NA         NA
## 951    5.2393494      NA         NA -0.60772430          NA         NA
## 1505          NA      NA         NA          NA  -3.6467743         NA
## 1614          NA      NA         NA -0.34057143          NA         NA
## 1927          NA      NA  6.9648611          NA  -0.3080250         NA
## 2481          NA      NA         NA  2.68816899  -7.0452002         NA
## 2590          NA      NA         NA          NA          NA         NA
## 467           NA      NA         NA  4.28899862          NA         NA
##          EP_Z_sc      CH_Z_sc SC_Z_sc  KN_Z_sc     VAA_CU     VAA_FA    VAA_FF
## 479           NA  4.873554845      NA       NA         NA         NA -4.220307
## 532           NA  8.445819536      NA       NA -10.439675         NA -5.503564
## 1032          NA  4.016098861      NA       NA  -8.503144         NA -4.395590
## 1042          NA  0.076363634      NA       NA         NA         NA -5.329944
## 1047          NA  7.376000214      NA       NA  -9.697313         NA -4.736300
## 1964          NA  5.922815176      NA       NA         NA         NA -4.571680
## 2148   5.5439453           NA      NA       NA -10.813121  -7.709798        NA
## 2154  11.5139000           NA      NA       NA         NA  -8.600181        NA
## 2192          NA  3.822126770      NA       NA         NA         NA        NA
## 2241          NA  1.663702681      NA       NA         NA         NA -4.301831
## 447           NA           NA      NA       NA         NA         NA -5.023799
## 490           NA  3.479235155      NA       NA         NA         NA -5.371977
## 496           NA  4.124891145      NA       NA  -9.976131         NA -5.301384
## 923           NA  3.999469145      NA       NA         NA         NA -4.524544
## 1038          NA  1.173849321      NA       NA -10.607567         NA -5.514302
## 1960   8.5675998           NA      NA       NA         NA         NA        NA
## 1984          NA           NA      NA       NA         NA         NA -4.199851
## 1996   7.0349093           NA      NA       NA         NA  -9.438118        NA
## 2009          NA  0.845791658      NA       NA         NA         NA -5.213357
## 2051          NA           NA      NA       NA         NA         NA -2.304854
## 2085          NA           NA      NA       NA  -8.999121         NA -4.370546
## 342           NA  2.516948301      NA       NA         NA         NA -5.576477
## 362           NA           NA      NA       NA         NA         NA -4.668358
## 896           NA  6.930000305      NA       NA -11.288947         NA -4.634212
## 1195          NA  6.183809371      NA       NA         NA         NA -5.215904
## 1389          NA           NA      NA       NA         NA         NA -5.372892
## 1393          NA           NA      NA       NA -11.406131         NA -5.387593
## 1463          NA 10.137232100      NA       NA         NA         NA -5.047279
## 1767          NA  8.202500343      NA       NA         NA         NA -4.700908
## 2587          NA           NA      NA       NA         NA         NA        NA
## 2607          NA  3.012010998      NA       NA         NA         NA -4.212988
## 137           NA  5.020539138      NA       NA  -9.218025         NA -4.439885
## 258           NA  3.744594228      NA       NA         NA         NA -4.657035
## 377           NA  3.787383674      NA       NA         NA         NA -5.265474
## 1581   9.6347998           NA      NA       NA         NA  -5.182467        NA
## 1640          NA           NA      NA       NA  -8.854233         NA -4.333805
## 2382          NA           NA      NA       NA -10.026580         NA -6.184612
## 2503          NA           NA      NA       NA  -9.304003         NA -4.742802
## 2622          NA  5.477775097      NA       NA  -8.267001         NA -5.230448
## 69            NA           NA      NA       NA -11.491533         NA -4.245610
## 136           NA  4.700587254      NA       NA -10.680298         NA -5.308922
## 1101          NA  5.444545481      NA       NA         NA         NA -5.604778
## 1268          NA  5.141406059      NA       NA         NA         NA -4.984217
## 1279          NA  1.991814691      NA       NA         NA         NA -4.663342
## 1308          NA           NA      NA       NA         NA         NA -4.753719
## 1324          NA           NA      NA       NA         NA         NA        NA
## 1330          NA  6.146460069      NA       NA -11.161870         NA -4.741093
## 2104          NA  9.422800064      NA       NA         NA -10.755453        NA
## 2314          NA           NA      NA       NA         NA         NA -4.480753
## 2381          NA           NA      NA       NA  -8.251133         NA -4.640221
## 55            NA  2.502860431      NA       NA -11.625089         NA -5.326631
## 1153          NA -4.314285823      NA       NA         NA         NA -3.759983
## 1439          NA           NA      NA       NA         NA         NA -5.127782
## 1617          NA  5.807777829      NA       NA -10.211156         NA -4.549005
## 1653          NA           NA      NA       NA -16.262107  -7.937362        NA
## 1737          NA  2.161919594      NA       NA         NA         NA -4.717651
## 1926          NA  4.769226074      NA       NA  -8.964371         NA -4.808064
## 2300          NA           NA      NA       NA  -9.418337         NA -5.768037
## 238           NA  3.450893100      NA       NA -10.605438         NA -4.757290
## 1077          NA  6.823783668      NA       NA  -9.554804         NA -5.459722
## 1159          NA           NA      NA       NA         NA         NA -5.412476
## 1253          NA           NA      NA       NA         NA         NA        NA
## 1387          NA  5.358108108      NA       NA         NA         NA -4.821611
## 1450          NA  2.114444521      NA       NA         NA         NA -3.942716
## 1915          NA  4.235000134      NA       NA         NA         NA -5.360000
## 2483          NA           NA      NA       NA         NA         NA -5.869268
## 612           NA  5.351728153      NA       NA -11.280222         NA -5.284991
## 1229          NA           NA      NA       NA         NA  -8.766105        NA
## 1231          NA  7.077499866      NA       NA  -9.631246         NA -5.006247
## 1349          NA  0.328392846      NA       NA         NA         NA -3.865909
## 1553          NA  5.803333282      NA       NA         NA         NA -4.415162
## 1660          NA  7.960000038      NA       NA         NA         NA -4.995363
## 1663          NA  6.784971381      NA       NA         NA         NA -4.394984
## 1959  10.7809830           NA      NA       NA         NA  -7.265346        NA
## 6121          NA  5.351728153      NA       NA -11.280222         NA -5.284991
## 12291         NA           NA      NA       NA         NA  -8.766105        NA
## 12311         NA  7.077499866      NA       NA  -9.631246         NA -5.006247
## 13491         NA  0.328392846      NA       NA         NA         NA -3.865909
## 15531         NA  5.803333282      NA       NA         NA         NA -4.415162
## 16601         NA  7.960000038      NA       NA         NA         NA -4.995363
## 16631         NA  6.784971381      NA       NA         NA         NA -4.394984
## 19591 10.7809830           NA      NA       NA         NA  -7.265346        NA
## 476           NA  0.587771599      NA       NA         NA         NA -4.052861
## 527           NA           NA      NA       NA -10.964815         NA -5.682529
## 576           NA  3.759925456      NA       NA  -9.971332         NA -5.320864
## 2047          NA           NA      NA       NA         NA -14.410769        NA
## 2118          NA  4.442642051      NA       NA         NA         NA -4.742238
## 2133          NA  4.406394598      NA       NA         NA         NA -5.072382
## 2134          NA           NA      NA       NA         NA  -6.271774        NA
## 2139          NA 10.631366730      NA       NA         NA         NA -5.208356
## 2181          NA           NA      NA       NA         NA         NA -4.871913
## 2190          NA  7.813839722      NA       NA -10.289677         NA -5.554273
## 2205          NA           NA      NA       NA         NA         NA -6.284264
## 2206          NA  0.076357803      NA       NA         NA         NA -4.131482
## 758           NA           NA      NA       NA -10.668065         NA -5.324072
## 820           NA  5.108280853      NA       NA -10.519809         NA -5.600880
## 1535          NA           NA      NA       NA  -9.850666         NA -4.430012
## 1546          NA           NA      NA       NA -10.118943         NA -4.464090
## 1555          NA  2.554779820      NA       NA         NA         NA -5.198144
## 1618          NA           NA      NA       NA         NA         NA -4.570648
## 1684          NA           NA      NA       NA         NA         NA -4.635513
## 1740          NA  6.704999924      NA       NA         NA         NA -5.174359
## 1746          NA  4.045999908      NA       NA         NA         NA -4.940552
## 2515          NA           NA      NA       NA         NA         NA        NA
## 2577          NA  5.745999953      NA       NA         NA         NA -5.274048
## 537           NA  3.986961940      NA       NA         NA         NA -5.720418
## 960           NA  8.929030293      NA       NA         NA         NA -4.770200
## 1068          NA  3.997659561      NA       NA -11.074522         NA -5.489004
## 12531         NA           NA      NA       NA         NA         NA        NA
## 1301          NA -0.306999993      NA       NA         NA         NA -4.696078
## 1487          NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1508          NA           NA      NA       NA -10.117679         NA -5.231375
## 1735          NA  2.390000025      NA       NA  -9.701488         NA -5.091646
## 2294          NA           NA      NA       NA         NA         NA -4.923186
## 805           NA  1.947894649      NA       NA  -9.975006         NA -4.706986
## 1563          NA  5.074891464      NA       NA         NA         NA -4.288570
## 1576          NA           NA      NA       NA         NA -11.044205        NA
## 1578          NA           NA      NA       NA         NA         NA -4.672783
## 1588          NA           NA      NA       NA -10.996832         NA        NA
## 1606          NA  1.635973638      NA       NA         NA         NA -4.289790
## 1644          NA           NA      NA       NA         NA -10.640909        NA
## 1650          NA           NA      NA       NA         NA         NA -4.776615
## 1655          NA           NA      NA       NA -14.103274  -6.240165        NA
## 1679          NA  3.439193479      NA       NA         NA         NA -4.823610
## 1698          NA  3.936097680      NA       NA         NA         NA -4.453029
## 1712   6.4376472           NA      NA       NA         NA  -6.772910        NA
## 1722          NA -3.591428484      NA       NA         NA         NA -4.471178
## 1745          NA  3.505714344      NA       NA         NA         NA -6.318825
## 2562          NA  1.171463568      NA       NA         NA         NA -5.092343
## 366           NA  5.005811143      NA       NA  -9.025195         NA -4.646252
## 389           NA  1.464265101      NA       NA         NA         NA -4.889734
## 424           NA           NA      NA       NA  -9.636036         NA -5.553007
## 1627   9.9066664           NA      NA       NA         NA  -5.049945        NA
## 1668          NA  1.669999957      NA       NA         NA         NA        NA
## 2123          NA           NA      NA       NA         NA -10.629171        NA
## 2146          NA  0.293454435      NA       NA         NA         NA -4.535273
## 21811         NA           NA      NA       NA         NA         NA -4.871913
## 231           NA  4.001031184      NA       NA -11.014451         NA -4.594588
## 592           NA -0.302422989      NA       NA         NA         NA -4.863577
## 813           NA  3.795714242      NA       NA -10.956021         NA -6.104386
## 1088          NA  8.520344701      NA       NA -11.634963         NA -5.559729
## 1449          NA  5.614028601      NA       NA         NA         NA -5.319866
## 1670          NA  3.108407573      NA       NA         NA         NA -4.573071
## 1945          NA           NA      NA       NA         NA         NA -5.412420
## 2306          NA  5.210000038      NA       NA -10.517032  -6.952709        NA
## 2527          NA  0.005621621      NA       NA         NA         NA        NA
## 340           NA           NA      NA       NA         NA         NA -4.954759
## 429           NA  5.538785815      NA       NA -10.359540         NA -5.106900
## 807           NA  3.870389468      NA       NA  -8.104561         NA -4.179390
## 9231          NA  3.999469145      NA       NA         NA         NA -4.524544
## 1867          NA  2.056000010      NA       NA  -8.549517         NA -4.818989
## 1956          NA  2.997849941      NA       NA -11.215586         NA -5.475330
## 2334          NA           NA      NA       NA -11.112517         NA -6.315432
## 2450          NA  0.625552125      NA       NA         NA         NA -4.789751
## 372           NA           NA      NA       NA         NA         NA -4.850977
## 412           NA  4.846441940      NA       NA         NA         NA -4.353950
## 775           NA  2.736363671      NA       NA  -8.714671         NA -4.640147
## 1358          NA  4.954285758      NA       NA -12.414409         NA -6.604662
## 1448          NA  3.918153733      NA       NA         NA         NA -4.607757
## 1899          NA  4.770000140      NA       NA  -8.722673         NA -4.072062
## 1939   3.4876963           NA      NA       NA         NA  -6.044874        NA
## 2302          NA           NA      NA       NA         NA         NA -5.476056
## 347           NA           NA      NA       NA         NA         NA -4.510356
## 743           NA  2.353447883      NA       NA  -8.532929         NA -4.696392
## 1374          NA           NA      NA       NA         NA         NA -5.778091
## 1376          NA  5.760806668      NA       NA -10.891675         NA -5.292933
## 14871         NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1509          NA  7.914285932      NA       NA         NA         NA -4.389427
## 1874   6.9199998           NA      NA       NA         NA  -6.638622        NA
## 2270          NA  2.421304959      NA       NA         NA         NA -4.332554
## 711           NA  6.047102323      NA       NA         NA         NA -4.129930
## 10421         NA  0.076363634      NA       NA         NA         NA -5.329944
## 1161          NA           NA      NA       NA         NA         NA -6.668750
## 1235          NA           NA      NA       NA  -9.972024         NA -5.258212
## 1300          NA           NA      NA       NA         NA  -7.998063        NA
## 1320          NA  2.252150505      NA       NA         NA         NA -5.064268
## 2238          NA  1.410341151      NA       NA         NA         NA        NA
## 2569          NA  1.077356656      NA       NA         NA         NA -4.799717
## 395           NA  2.242582224      NA       NA         NA         NA -4.738345
## 1429          NA -4.757272894      NA       NA         NA         NA -3.410361
## 1440          NA           NA      NA       NA         NA         NA -5.233207
## 1443          NA  6.233067034      NA       NA  -8.171292         NA -4.879215
## 1474          NA           NA      NA       NA         NA         NA -4.586814
## 1501          NA -0.037096773      NA       NA         NA         NA -5.386968
## 1502          NA           NA      NA       NA         NA         NA -3.686156
## 1504          NA           NA      NA       NA         NA         NA -4.721997
## 1516          NA           NA      NA       NA -10.073730         NA -4.693522
## 1922          NA           NA      NA       NA         NA         NA -4.363320
## 222           NA  5.752807228      NA       NA  -9.208234         NA -4.419014
## 4791          NA  4.873554845      NA       NA         NA         NA -4.220307
## 1254          NA  4.493478195      NA       NA -10.431276         NA -4.499160
## 1343          NA           NA      NA       NA -11.399667  -5.519554        NA
## 1671          NA           NA      NA       NA         NA         NA        NA
## 1705          NA           NA      NA       NA  -9.354853         NA -4.673614
## 1719          NA           NA      NA       NA         NA         NA -4.433957
## 1830          NA  2.777999878      NA       NA         NA         NA -5.303823
## 1172          NA           NA      NA       NA  -8.968598         NA -4.849424
## 11951         NA  6.183809371      NA       NA         NA         NA -5.215904
## 1311          NA           NA      NA       NA  -9.998525         NA -5.226359
## 1313          NA  4.932063511      NA       NA         NA         NA -4.823918
## 1353          NA -2.284589990      NA       NA         NA         NA -4.304745
## 1360          NA  4.579999924      NA       NA  -9.191716         NA -4.905090
## 1895          NA  6.655000051      NA       NA         NA         NA -5.189989
## 1983  11.1174048           NA      NA       NA         NA  -6.186480        NA
## 2248          NA  0.201158663      NA       NA         NA         NA -4.879906
## 2357          NA  5.639999928      NA       NA  -8.068710         NA -5.114883
## 226           NA  5.690764034      NA       NA  -9.523365         NA -4.688657
## 480           NA  3.903328621      NA       NA         NA         NA -4.317724
## 845           NA  3.974462840      NA       NA  -9.974303         NA -4.666556
## 1552          NA  5.760000229      NA       NA         NA         NA -5.179404
## 1609          NA  2.242763118      NA       NA  -7.615738         NA -4.028795
## 1703          NA           NA      NA 4.081429 -11.574626 -10.474548        NA
## 1728          NA           NA      NA       NA         NA         NA -4.754157
## 2145          NA  0.143960997      NA       NA         NA         NA -5.084793
## 249           NA  2.125848504      NA       NA  -8.564519         NA -3.957019
## 251           NA           NA      NA       NA  -9.911020         NA -5.213394
## 506           NA           NA      NA       NA         NA         NA        NA
## 556           NA  4.020783380      NA       NA  -9.896974         NA -4.631990
## 1208          NA  2.514285769      NA       NA         NA         NA -5.073508
## 1283          NA           NA      NA       NA         NA         NA -4.888592
## 1284          NA           NA      NA       NA  -8.962186         NA -4.768868
## 2345          NA -0.235454533      NA       NA         NA         NA -5.673766
## 2565          NA           NA      NA       NA         NA         NA -5.301020
## 317           NA  2.220689361      NA       NA         NA         NA -4.827159
## 335           NA           NA      NA       NA         NA         NA -4.318847
## 663           NA -1.294711963      NA       NA  -8.116269         NA -4.113409
## 1333          NA  3.089999914      NA       NA         NA         NA -5.503804
## 1475          NA  3.336363706      NA       NA         NA         NA -5.282384
## 19961  7.0349093           NA      NA       NA         NA  -9.438118        NA
## 2113          NA           NA      NA       NA -10.052602         NA -4.642433
## 2368          NA  2.629782635      NA       NA         NA         NA        NA
## 22            NA           NA      NA       NA         NA         NA -4.467612
## 63            NA           NA      NA       NA         NA         NA -4.574879
## 168           NA  8.034452804      NA       NA  -8.926458         NA -4.737968
## 174           NA           NA      NA       NA  -9.054480         NA -4.272592
## 673           NA  6.394467666      NA       NA -10.507148         NA -5.183278
## 1177          NA  4.409687519      NA       NA         NA         NA -4.324642
## 1180          NA           NA      NA       NA         NA         NA -3.611487
## 1260          NA  2.941830917      NA       NA         NA         NA -5.797818
## 1744          NA           NA      NA       NA         NA         NA -4.478747
## 1759          NA  7.789069597      NA       NA  -9.364091         NA -3.997093
## 2222          NA           NA      NA       NA         NA         NA        NA
## 2362          NA 10.438630400      NA       NA -10.348619         NA -5.733556
## 2530          NA           NA      NA       NA -11.281889         NA -5.221042
## 2600          NA  5.151000023      NA       NA         NA         NA -5.027743
## 2641          NA  3.133710589      NA       NA         NA         NA -5.458663
## 7581          NA           NA      NA       NA -10.668065         NA -5.324072
## 1178          NA -0.806666692      NA       NA         NA         NA -3.430012
## 1287          NA  4.833658358      NA       NA -10.263240         NA -4.891947
## 1445          NA  6.829999924      NA       NA         NA         NA        NA
## 19561         NA  2.997849941      NA       NA -11.215586         NA -5.475330
## 2229          NA  2.290741653      NA       NA         NA         NA -5.324077
## 2246          NA  2.863516808      NA       NA         NA         NA -4.308438
## 2312          NA  8.252608590      NA       NA         NA         NA -5.350558
## 2412          NA  6.800799805      NA       NA         NA         NA -5.438602
## 173           NA  7.053590117      NA       NA  -9.603340         NA -4.819740
## 315           NA  5.741198419      NA       NA         NA         NA -4.360760
## 376           NA           NA      NA       NA         NA         NA -5.232676
## 1630   6.4825001           NA      NA       NA         NA  -6.901444        NA
## 1646          NA  4.559999943      NA       NA         NA         NA -3.891499
## 1683          NA           NA      NA       NA         NA         NA -4.573952
## 1891          NA  4.563999939      NA       NA         NA         NA -3.986599
## 1930          NA -2.558177736      NA       NA         NA         NA        NA
## 2007          NA           NA      NA       NA         NA         NA -7.064996
## 2252          NA  5.296050072      NA       NA         NA         NA        NA
## 2471          NA  2.703846076      NA       NA         NA         NA -5.006621
## 2511          NA           NA      NA       NA  -9.037828         NA -3.804071
## 152           NA           NA      NA       NA         NA         NA -4.269497
## 307           NA           NA      NA       NA         NA         NA -4.250655
## 414           NA           NA      NA       NA         NA         NA -4.764302
## 1185          NA  6.935526396      NA       NA         NA         NA -4.055587
## 1331          NA  0.671438348      NA       NA -10.104827         NA -4.969092
## 1351          NA  4.698333422      NA       NA  -8.988858         NA -4.737952
## 1565   8.0299997           NA      NA       NA -13.197219  -9.430115 -4.878466
## 1718          NA  5.150000095      NA       NA         NA  -6.928225        NA
## 1808   8.3041668           NA      NA       NA -20.798319 -11.837257        NA
## 2013          NA  1.941691807      NA       NA  -9.443322         NA -5.047242
## 2031   5.6448635           NA      NA       NA         NA  -7.412693        NA
## 2090          NA  4.286735086      NA       NA         NA         NA -5.042974
## 598           NA  0.030957262      NA       NA  -7.652652         NA -4.373824
## 1155          NA           NA      NA       NA         NA         NA -3.439985
## 13581         NA  4.954285758      NA       NA -12.414409         NA -6.604662
## 1533          NA  3.434053988      NA       NA         NA         NA -4.772747
## 2025          NA  7.486914820      NA       NA         NA         NA -4.566206
## 2035          NA  8.800193541      NA       NA         NA         NA -5.594347
## 2307          NA  4.140486081      NA       NA         NA         NA -4.607128
## 2498          NA  6.505862006      NA       NA  -9.655062         NA -4.525008
## 5321          NA  8.445819536      NA       NA -10.439675         NA -5.503564
## 975           NA  3.249340596      NA       NA  -9.783916         NA        NA
## 1040          NA  5.221760495      NA       NA -10.286175         NA -4.716659
## 1214          NA           NA      NA       NA         NA         NA -4.285992
## 1612          NA           NA      NA       NA         NA  -9.809322        NA
## 2006          NA           NA      NA       NA         NA -10.892978        NA
## 2338          NA  7.155000166      NA       NA         NA         NA -6.139885
## 2504          NA           NA      NA       NA         NA         NA        NA
## 2536          NA  3.231428691      NA       NA  -8.804754         NA -5.040150
## 279           NA  5.306369845      NA       NA         NA         NA -4.206335
## 351           NA           NA      NA       NA  -9.757308         NA -4.303551
## 1336          NA  8.216666540      NA       NA         NA         NA -5.712292
## 13492         NA  0.328392846      NA       NA         NA         NA -3.865909
## 1356          NA           NA      NA       NA         NA         NA -4.868767
## 1417          NA  3.962727287      NA       NA         NA         NA -5.438849
## 15091         NA  7.914285932      NA       NA         NA         NA -4.389427
## 1542          NA           NA      NA       NA         NA         NA        NA
## 2055          NA  3.480316766      NA       NA  -8.575737         NA -3.903880
## 2273          NA           NA      NA       NA         NA         NA        NA
## 2499          NA  0.155999999      NA       NA         NA         NA -4.796617
## 2566          NA  4.393230732      NA       NA         NA         NA -5.071432
## 51            NA  4.066927239      NA       NA -10.960955         NA -5.478012
## 365           NA           NA      NA       NA         NA         NA -5.568272
## 552           NA           NA      NA       NA         NA         NA -4.809481
## 630           NA           NA      NA       NA         NA         NA -4.296733
## 1493          NA           NA      NA       NA         NA         NA -4.185570
## 1506          NA           NA      NA       NA         NA         NA -6.219780
## 1514          NA           NA      NA       NA         NA  -4.980896        NA
## 1925          NA           NA      NA       NA         NA         NA -4.954665
## 2349          NA           NA      NA       NA         NA         NA -5.044344
## 2413          NA  6.034999847      NA       NA         NA         NA -4.485569
## 2629          NA  3.615733306      NA       NA         NA         NA        NA
## 48            NA           NA      NA       NA  -8.636386         NA -4.461560
## 246           NA           NA      NA       NA         NA         NA -3.336956
## 1428          NA  5.278888702      NA       NA         NA         NA -5.322725
## 14872         NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1503          NA           NA      NA       NA         NA         NA -4.623603
## 16981         NA  3.936097680      NA       NA         NA         NA -4.453029
## 1700          NA           NA      NA       NA         NA         NA -2.159984
## 2169   6.9944601           NA      NA       NA -16.420350  -9.178850        NA
## 2178          NA  2.231450979      NA       NA  -7.127040         NA -4.143423
## 2626          NA  2.940414948      NA       NA         NA         NA -5.851830
## 3951          NA  2.242582224      NA       NA         NA         NA -4.738345
## 1270          NA           NA      NA       NA -11.031031         NA        NA
## 1315          NA  6.269999981      NA       NA  -9.753140         NA -5.560247
## 1381          NA  3.078181874      NA       NA         NA         NA -4.862559
## 16531         NA           NA      NA       NA -16.262107  -7.937362        NA
## 1661          NA  3.164177231      NA       NA -10.004884         NA -5.330917
## 2027          NA  5.530114310      NA       NA  -8.186560         NA -4.400403
## 2128          NA  6.201969088      NA       NA         NA         NA -4.152002
## 1220          NA  1.572040791      NA       NA         NA         NA        NA
## 1369          NA  9.885555691      NA       NA         NA  -6.260255        NA
## 1392          NA           NA      NA       NA         NA         NA -5.531105
## 1751          NA  6.620000203      NA       NA         NA         NA -5.004587
## 1988          NA           NA      NA       NA         NA         NA -5.407345
## 2153          NA  6.560017544      NA       NA         NA         NA -5.199680
## 2167          NA  8.509000063      NA       NA  -9.715987         NA -4.813036
## 2437          NA  5.412717405      NA       NA  -9.096731         NA -5.393156
## 2454          NA  6.964773005      NA       NA         NA         NA -5.131899
## 2578          NA           NA      NA       NA         NA         NA        NA
## 1097          NA  8.931514195      NA       NA -11.456367  -7.932813 -5.360789
## 1209          NA           NA      NA       NA         NA         NA        NA
## 1335          NA  4.619999886      NA       NA -10.566838         NA -4.122916
## 1975          NA           NA      NA       NA  -8.949420         NA -4.949257
## 2187          NA  3.743199921      NA       NA         NA         NA -4.176553
## 2259          NA           NA      NA       NA  -9.941048         NA -4.655967
## 2341          NA  8.592726968      NA       NA         NA         NA -5.709538
## 2453          NA  7.743333181      NA       NA         NA         NA -6.066946
## 2522          NA           NA      NA       NA -10.036687         NA -7.453345
## 574           NA  2.722950545      NA       NA  -7.906071         NA        NA
## 590           NA  5.420457932      NA       NA -10.386717         NA -4.936708
## 983           NA           NA      NA       NA         NA         NA -4.957324
## 1013          NA  4.216312685      NA       NA  -8.761300         NA -5.082791
## 2076   3.6948900           NA      NA       NA         NA  -7.959687        NA
## 2158          NA           NA      NA       NA         NA         NA -4.627980
## 2177          NA  3.654157094      NA       NA         NA         NA        NA
## 2324          NA           NA      NA       NA         NA         NA -5.240524
## 182           NA  3.989821758      NA       NA  -9.888412         NA        NA
## 212           NA  4.082004062      NA       NA  -9.896730         NA -5.464066
## 333           NA  2.868460640      NA       NA  -9.986021         NA -4.944134
## 609           NA  5.013349937      NA       NA  -9.522418         NA -4.762290
## 1162          NA  4.084761847      NA       NA  -8.697743         NA -4.731559
## 1286          NA           NA      NA       NA  -9.999821         NA -7.521144
## 1426          NA           NA      NA       NA -10.074462         NA -5.073893
## 1611          NA  6.004067631      NA       NA         NA         NA -4.618970
## 1882          NA -0.525121968      NA       NA         NA         NA -4.141356
## 1958          NA  3.859204129      NA       NA         NA         NA -4.446592
## 2038          NA           NA      NA       NA         NA         NA -4.725638
## 2467          NA  5.130000114      NA       NA         NA         NA -2.652042
## 756           NA  3.209999847      NA       NA  -8.135382         NA -4.381351
## 780           NA  2.929090835      NA       NA         NA         NA -4.867240
## 991           NA  4.366975738      NA       NA         NA         NA        NA
## 1305          NA  5.174736826      NA       NA  -8.683033         NA -4.997015
## 1373          NA           NA      NA       NA         NA  -9.426294        NA
## 1459          NA  7.584756246      NA       NA         NA         NA -5.004751
## 1594          NA           NA      NA       NA -18.672369 -14.231179        NA
## 1860   8.5765118           NA      NA       NA         NA  -8.335572        NA
## 613           NA  7.024479956      NA       NA         NA         NA -4.763316
## 1108          NA  2.884551258      NA       NA -11.283953         NA -5.482660
## 2279          NA           NA      NA       NA         NA         NA -4.222604
## 2310          NA           NA      NA       NA -12.825948  -8.381259        NA
## 2333          NA           NA      NA       NA  -9.991076         NA -4.208741
## 2348          NA  0.994193539      NA       NA  -7.381788         NA -4.638189
## 2372          NA  2.594683490      NA       NA         NA         NA        NA
## 2526          NA           NA      NA       NA         NA         NA        NA
## 2574          NA           NA      NA       NA         NA         NA -4.976675
## 111           NA  4.585693263      NA       NA  -9.426685         NA -5.800314
## 1438          NA           NA      NA       NA -10.023947         NA -5.557865
## 15041         NA           NA      NA       NA         NA         NA -4.721997
## 1811          NA           NA      NA       NA         NA  -7.549848        NA
## 2092          NA  0.657484205      NA       NA         NA         NA -4.233742
## 2131   0.2643344           NA      NA       NA         NA  -9.082009        NA
## 2410          NA  5.496250153      NA       NA         NA         NA -5.448682
## 2539          NA  4.914589046      NA       NA         NA         NA -5.174343
## 1111          NA  4.585693263      NA       NA  -9.426685         NA -5.800314
## 14381         NA           NA      NA       NA -10.023947         NA -5.557865
## 15042         NA           NA      NA       NA         NA         NA -4.721997
## 18111         NA           NA      NA       NA         NA  -7.549848        NA
## 20921         NA  0.657484205      NA       NA         NA         NA -4.233742
## 21311  0.2643344           NA      NA       NA         NA  -9.082009        NA
## 24101         NA  5.496250153      NA       NA         NA         NA -5.448682
## 25391         NA  4.914589046      NA       NA         NA         NA -5.174343
## 529           NA           NA      NA       NA  -7.041407         NA -4.056743
## 638           NA  4.356768303      NA       NA         NA         NA        NA
## 951           NA           NA      NA       NA         NA         NA -3.988033
## 1505          NA           NA      NA       NA  -8.830023         NA -5.231250
## 1614          NA           NA      NA       NA         NA         NA -4.659317
## 1927          NA  3.803444474      NA       NA  -8.730762         NA -4.611033
## 2481          NA  1.889272794      NA       NA -10.099826         NA -4.688442
## 2590          NA  3.104858192      NA       NA         NA         NA -4.502353
## 467           NA  3.027999638      NA       NA         NA         NA -4.759966
##          VAA_SI     VAA_SL    VAA_CH     VAA_CS    VAA_FC     VAA_EP     VAA_PO
## 479   -5.319435  -6.462639 -6.647003         NA -5.696469         NA         NA
## 532          NA         NA -7.080462         NA -7.687160         NA         NA
## 1032  -4.978308  -7.474785 -7.226552         NA        NA         NA         NA
## 1042  -6.299472  -7.920063 -8.037998         NA        NA         NA         NA
## 1047         NA  -8.054935 -6.284832         NA        NA         NA         NA
## 1964  -5.619103  -7.964791 -6.852106         NA        NA         NA -3.8140207
## 2148         NA         NA        NA         NA        NA -17.721043         NA
## 2154         NA         NA        NA         NA        NA -11.527160         NA
## 2192  -5.783140         NA -6.602878         NA -4.781871         NA         NA
## 2241  -6.031177  -6.631532 -6.642904         NA        NA         NA         NA
## 447   -5.931150  -7.455802        NA         NA        NA         NA         NA
## 490   -5.837100         NA -7.442976         NA -6.376980         NA         NA
## 496   -6.144301         NA -7.715914         NA -6.130486         NA         NA
## 923   -6.305010  -7.634776 -6.928042         NA        NA         NA         NA
## 1038  -6.752508         NA -7.871126         NA        NA         NA         NA
## 1960         NA         NA        NA         NA        NA -14.165625         NA
## 1984  -5.230493  -7.355088        NA         NA        NA         NA         NA
## 1996         NA         NA        NA         NA        NA -14.821934         NA
## 2009  -5.320948         NA -7.347404         NA -7.048153         NA         NA
## 2051  -4.651500  -3.010192        NA         NA        NA         NA -1.5054169
## 2085  -5.895972  -6.350197        NA         NA        NA         NA         NA
## 342   -6.261025  -9.429125 -8.121352         NA        NA         NA         NA
## 362   -5.781527  -6.673307        NA         NA        NA         NA         NA
## 896          NA  -7.724796 -6.798687         NA        NA         NA         NA
## 1195  -6.250890  -8.359066 -7.027175         NA        NA         NA -1.4228290
## 1389         NA  -8.687171        NA         NA        NA         NA         NA
## 1393         NA         NA        NA         NA        NA         NA         NA
## 1463         NA  -7.910758 -6.645316         NA        NA         NA         NA
## 1767         NA  -7.512893 -7.281485         NA        NA         NA         NA
## 2587  -6.590359  -8.182986        NA         NA        NA         NA         NA
## 2607         NA  -6.752779 -7.801539         NA        NA         NA         NA
## 137          NA  -7.909244 -6.938580         NA        NA         NA -2.9027999
## 258          NA  -8.202377 -7.102502         NA        NA         NA -4.2488104
## 377   -6.049519  -6.131113 -7.280573         NA        NA         NA         NA
## 1581         NA         NA        NA         NA        NA -12.357331         NA
## 1640         NA  -7.203019        NA         NA        NA         NA         NA
## 2382  -6.491858  -8.362375        NA         NA        NA         NA         NA
## 2503         NA  -8.872718        NA         NA        NA         NA         NA
## 2622         NA         NA -5.704545         NA        NA         NA         NA
## 69           NA  -7.788434 -7.158394         NA -5.366412         NA         NA
## 136   -6.253975  -8.350689 -7.189398         NA -6.711175         NA         NA
## 1101  -6.436879  -9.365204 -8.370179         NA        NA         NA         NA
## 1268  -5.729410         NA -7.619714         NA        NA         NA         NA
## 1279  -6.203642  -7.012510 -7.889392         NA        NA         NA         NA
## 1308         NA  -7.414332        NA         NA -5.891662         NA         NA
## 1324         NA  -9.973237        NA         NA        NA         NA         NA
## 1330  -5.296545  -8.272405 -7.071807         NA        NA         NA         NA
## 2104         NA         NA        NA         NA        NA         NA         NA
## 2314         NA  -8.652433        NA         NA        NA         NA         NA
## 2381  -5.649400  -7.407964        NA         NA        NA         NA         NA
## 55    -6.448515  -9.139090 -8.433089         NA        NA         NA         NA
## 1153  -5.680031  -4.506710 -7.111249         NA        NA         NA         NA
## 1439         NA  -8.042077        NA         NA        NA         NA         NA
## 1617  -5.187179  -6.614205 -6.408383         NA        NA         NA         NA
## 1653         NA         NA        NA         NA        NA         NA         NA
## 1737  -5.445111  -6.849854 -7.285425         NA        NA         NA         NA
## 1926  -5.388374  -7.755279 -6.923991         NA -5.999591         NA         NA
## 2300  -6.078090  -7.083642        NA         NA        NA         NA         NA
## 238   -5.935884  -8.150939 -7.322607         NA        NA         NA         NA
## 1077  -5.897242  -8.839094 -6.739449         NA        NA         NA         NA
## 1159  -5.978536  -9.059363        NA         NA -7.568257         NA         NA
## 1253         NA  -6.956056        NA         NA        NA         NA         NA
## 1387  -6.667955  -7.254610 -7.301606         NA        NA         NA         NA
## 1450  -4.045779         NA -6.414605         NA        NA         NA         NA
## 1915         NA  -7.993122 -8.178571         NA        NA         NA         NA
## 2483         NA  -8.449907        NA         NA        NA         NA         NA
## 612   -5.656265  -8.046524 -7.107561         NA        NA         NA         NA
## 1229         NA         NA        NA         NA        NA         NA         NA
## 1231         NA  -7.905443 -7.493430         NA -6.406901         NA         NA
## 1349  -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 1553  -5.241311  -8.026668 -6.581591         NA        NA         NA         NA
## 1660  -5.840211  -7.618938 -8.569469         NA        NA         NA         NA
## 1663         NA  -8.277978 -6.953044         NA -7.328720         NA         NA
## 1959         NA         NA        NA         NA        NA  -9.861529         NA
## 6121  -5.656265  -8.046524 -7.107561         NA        NA         NA         NA
## 12291        NA         NA        NA         NA        NA         NA         NA
## 12311        NA  -7.905443 -7.493430         NA -6.406901         NA         NA
## 13491 -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 15531 -5.241311  -8.026668 -6.581591         NA        NA         NA         NA
## 16601 -5.840211  -7.618938 -8.569469         NA        NA         NA         NA
## 16631        NA  -8.277978 -6.953044         NA -7.328720         NA         NA
## 19591        NA         NA        NA         NA        NA  -9.861529         NA
## 476   -4.403719         NA -6.597826         NA -5.315120         NA         NA
## 527   -6.872606  -8.117729 -7.814831         NA        NA         NA         NA
## 576   -6.080974         NA -7.727112         NA -7.412321         NA         NA
## 2047         NA         NA        NA         NA        NA         NA         NA
## 2118         NA  -7.933158 -6.914863         NA        NA         NA         NA
## 2133  -6.175587  -8.052441 -7.037243         NA -7.768482         NA         NA
## 2134         NA         NA        NA         NA        NA         NA         NA
## 2139         NA  -8.931365 -4.527853         NA        NA         NA         NA
## 2181         NA  -7.844351        NA         NA        NA         NA         NA
## 2190         NA  -8.375083 -7.858136         NA -7.673683         NA         NA
## 2205         NA  -7.647957        NA         NA -5.410230         NA         NA
## 2206  -5.957776         NA -7.015228         NA        NA         NA         NA
## 758          NA  -9.482789        NA         NA -7.344369         NA         NA
## 820   -5.646828  -9.135567 -7.749083         NA -4.707360         NA -5.7222260
## 1535         NA         NA        NA         NA        NA         NA         NA
## 1546         NA  -8.149111        NA         NA        NA         NA         NA
## 1555  -6.149410         NA -7.718390         NA -7.200415         NA         NA
## 1618  -6.525707  -9.064558        NA         NA -5.694541         NA         NA
## 1684         NA  -8.652933        NA         NA        NA         NA         NA
## 1740         NA  -8.705338 -6.421699         NA        NA         NA         NA
## 1746         NA  -7.527387 -6.927134         NA        NA         NA         NA
## 2515  -6.343056  -7.859390        NA         NA        NA         NA         NA
## 2577         NA  -7.992779 -6.915029         NA        NA         NA         NA
## 537   -6.830021  -8.353209 -7.546165         NA -6.172986         NA         NA
## 960          NA  -8.283015 -7.342779         NA        NA         NA         NA
## 1068         NA         NA -7.705216         NA -6.011460         NA         NA
## 12531        NA  -6.956056        NA         NA        NA         NA         NA
## 1301  -5.911844  -7.826324 -7.803100         NA -5.991294         NA         NA
## 1487         NA  -7.385388        NA         NA        NA         NA         NA
## 1508         NA         NA        NA         NA -7.705238         NA         NA
## 1735  -6.372454  -7.690430 -7.841585         NA        NA         NA         NA
## 2294  -5.303682  -7.844937        NA         NA        NA         NA         NA
## 805   -6.303089         NA -7.906812         NA        NA         NA         NA
## 1563         NA  -7.582192 -7.023815         NA -6.709711         NA         NA
## 1576         NA         NA        NA         NA        NA         NA         NA
## 1578         NA  -7.784817        NA         NA        NA         NA         NA
## 1588         NA  -7.711333        NA         NA        NA         NA         NA
## 1606         NA         NA -7.503849         NA        NA         NA         NA
## 1644         NA         NA        NA         NA        NA         NA         NA
## 1650         NA  -8.386143        NA         NA -5.527999         NA         NA
## 1655         NA         NA        NA         NA        NA         NA         NA
## 1679         NA  -7.918896 -6.829096         NA        NA         NA         NA
## 1698         NA  -7.584662 -6.593736         NA        NA         NA         NA
## 1712         NA         NA        NA         NA        NA -16.890521         NA
## 1722  -5.229269  -5.886854 -6.848571         NA        NA         NA         NA
## 1745  -5.531203  -7.720096 -6.584669         NA        NA         NA         NA
## 2562         NA  -7.932176 -7.841058         NA        NA         NA         NA
## 366          NA  -6.859804 -7.185214         NA -5.349626         NA         NA
## 389   -5.892940  -7.854492 -7.784136         NA        NA         NA         NA
## 424   -5.890648  -7.554387        NA         NA -3.964023         NA         NA
## 1627         NA         NA        NA         NA        NA  -9.522015         NA
## 1668  -5.231991  -7.613779 -7.020230         NA -4.975792         NA         NA
## 2123         NA         NA        NA         NA        NA         NA         NA
## 2146  -5.729897  -8.313199 -8.851836         NA        NA         NA         NA
## 21811        NA  -7.844351        NA         NA        NA         NA         NA
## 231          NA  -7.921641 -7.447840         NA -6.842825         NA         NA
## 592   -6.158243  -7.680637 -7.772469         NA        NA         NA         NA
## 813          NA  -8.378410 -7.629322         NA        NA         NA         NA
## 1088         NA         NA -7.468767         NA -7.236637         NA         NA
## 1449  -6.672459  -7.483129 -7.192439         NA        NA         NA         NA
## 1670  -5.306016  -7.248451 -6.836473         NA        NA         NA         NA
## 1945  -6.129729  -8.861554        NA         NA        NA         NA         NA
## 2306         NA         NA -9.459287         NA        NA         NA         NA
## 2527  -6.334046  -8.634111 -7.739360         NA -6.908688         NA         NA
## 340   -5.654331         NA -7.492058         NA -6.949021         NA         NA
## 429   -6.111334  -9.032206 -7.517489         NA -6.538711         NA         NA
## 807          NA  -7.027094 -6.752716         NA        NA         NA         NA
## 9231  -6.305010  -7.634776 -6.928042         NA        NA         NA         NA
## 1867         NA         NA -7.894903         NA        NA         NA         NA
## 1956         NA         NA -6.918713         NA        NA         NA         NA
## 2334  -7.035445  -8.098878        NA         NA        NA         NA         NA
## 2450  -5.774911  -8.090325 -7.685387         NA        NA         NA         NA
## 372   -6.410409  -7.751039 -6.860563 -12.695015 -6.312616         NA -2.1807439
## 412          NA         NA -6.559870         NA -5.544935         NA         NA
## 775          NA  -7.700476 -6.743651         NA -2.356645         NA         NA
## 1358         NA  -7.141780 -8.472010         NA        NA         NA         NA
## 1448  -5.201188  -7.435845 -6.906850         NA        NA         NA         NA
## 1899  -6.594848  -8.389929 -6.037107         NA -5.605251         NA         NA
## 1939         NA         NA        NA         NA        NA -18.557509         NA
## 2302  -5.973490  -8.747630        NA         NA        NA         NA         NA
## 347   -5.604504  -7.349595        NA         NA        NA         NA         NA
## 743   -5.963767  -7.229406 -7.335046         NA        NA         NA         NA
## 1374         NA  -8.663042        NA         NA        NA         NA         NA
## 1376         NA         NA -7.905103         NA -5.315043         NA         NA
## 14871        NA  -7.385388        NA         NA        NA         NA         NA
## 1509         NA  -8.089926 -5.709705         NA        NA         NA         NA
## 1874         NA         NA        NA         NA        NA  -9.661315         NA
## 2270         NA  -7.074627 -8.318489         NA        NA         NA         NA
## 711   -4.572750  -7.570465 -6.475651         NA        NA         NA         NA
## 10421 -6.299472  -7.920063 -8.037998         NA        NA         NA         NA
## 1161         NA         NA        NA         NA -6.574096         NA         NA
## 1235         NA  -9.016854        NA         NA        NA         NA         NA
## 1300         NA         NA        NA         NA        NA         NA         NA
## 1320         NA  -8.313573 -7.515030         NA        NA         NA         NA
## 2238  -6.473584  -7.558200 -7.476014         NA -5.841284         NA         NA
## 2569  -5.911376         NA -6.491002         NA -7.424577         NA         NA
## 395          NA         NA -8.620551         NA        NA         NA         NA
## 1429  -5.137913  -5.514184 -6.424001         NA        NA         NA         NA
## 1440  -5.314769  -8.426999        NA         NA        NA         NA         NA
## 1443         NA         NA -8.044933  -6.250968        NA         NA         NA
## 1474         NA  -7.755912        NA         NA        NA         NA         NA
## 1501         NA  -7.765434 -7.472889         NA        NA         NA         NA
## 1502  -5.042599  -5.572055        NA         NA        NA         NA         NA
## 1504         NA  -8.143085 -8.746427         NA        NA         NA         NA
## 1516         NA         NA        NA         NA -2.625721         NA         NA
## 1922         NA  -7.682923        NA         NA        NA         NA         NA
## 222          NA  -7.360230 -6.902845         NA        NA         NA         NA
## 4791  -5.319435  -6.462639 -6.647003         NA -5.696469         NA         NA
## 1254  -5.240192  -6.728757 -6.725591         NA        NA         NA         NA
## 1343         NA         NA        NA         NA        NA         NA         NA
## 1671  -6.263508  -8.034139        NA         NA        NA         NA         NA
## 1705  -5.571803  -7.786621        NA         NA        NA         NA         NA
## 1719  -6.093545  -8.371393        NA         NA        NA         NA         NA
## 1830         NA  -8.263231 -7.643130         NA        NA         NA         NA
## 1172         NA  -7.973397        NA         NA        NA         NA         NA
## 11951 -6.250890  -8.359066 -7.027175         NA        NA         NA -1.4228290
## 1311  -5.768906  -7.325653        NA         NA        NA         NA         NA
## 1313  -5.236180  -7.774518 -6.577099         NA        NA         NA         NA
## 1353         NA  -6.445263 -8.194542         NA        NA         NA         NA
## 1360  -5.914574         NA -6.876642         NA        NA         NA -3.3277109
## 1895         NA  -8.977593 -6.987047         NA        NA         NA         NA
## 1983         NA         NA        NA         NA        NA -10.682830         NA
## 2248         NA         NA -7.589932         NA        NA         NA         NA
## 2357         NA  -8.021163 -7.297114         NA        NA         NA         NA
## 226          NA  -7.874508 -7.490196         NA        NA         NA         NA
## 480   -5.130671  -8.192087 -6.645688         NA -6.456958         NA         NA
## 845   -5.909635  -8.187169 -7.233903         NA        NA         NA         NA
## 1552  -6.020711  -8.547908 -6.220478         NA        NA         NA         NA
## 1609  -5.830192  -5.931220 -6.721058         NA        NA         NA         NA
## 1703         NA         NA        NA         NA        NA         NA         NA
## 1728  -5.366612  -6.933412        NA         NA        NA         NA         NA
## 2145         NA  -7.615637 -5.522073         NA        NA         NA         NA
## 249          NA  -7.415371 -6.524950         NA        NA         NA         NA
## 251   -6.688235  -8.187544        NA         NA        NA         NA         NA
## 506   -5.829058         NA        NA         NA -7.344279         NA         NA
## 556   -5.894291  -7.461410 -7.801021         NA        NA         NA         NA
## 1208  -6.609844  -7.018641 -7.691807         NA        NA         NA         NA
## 1283         NA  -9.354484        NA         NA        NA         NA         NA
## 1284         NA  -8.575457        NA         NA        NA         NA         NA
## 2345  -7.011918  -7.918105 -8.467533         NA        NA         NA         NA
## 2565  -5.907047  -7.368853        NA         NA        NA         NA         NA
## 317   -6.030845         NA -6.764016         NA -5.997724         NA         NA
## 335          NA  -8.345132 -4.717651         NA        NA         NA         NA
## 663   -6.681344         NA -7.842637         NA        NA         NA         NA
## 1333  -6.451832  -8.773864        NA         NA        NA         NA         NA
## 1475         NA  -8.002377 -7.204258         NA        NA         NA         NA
## 19961        NA         NA        NA         NA        NA -14.821934         NA
## 2113         NA  -7.675503        NA         NA        NA         NA         NA
## 2368  -6.343418  -8.235996 -7.492667         NA        NA         NA         NA
## 22           NA  -8.795795        NA         NA -5.252309         NA         NA
## 63           NA         NA        NA         NA        NA         NA         NA
## 168   -5.858935  -7.617101 -6.790453         NA        NA         NA         NA
## 174   -5.441371         NA        NA         NA -5.899072         NA         NA
## 673          NA  -7.914921 -7.226867         NA -7.783689         NA         NA
## 1177  -5.189729  -6.856579 -6.281646         NA -6.375606         NA         NA
## 1180         NA         NA        NA         NA        NA         NA         NA
## 1260         NA  -7.998777 -8.868680         NA        NA         NA         NA
## 1744  -5.208853  -6.938769        NA         NA        NA         NA         NA
## 1759  -3.689993  -7.818218 -6.209757         NA        NA         NA         NA
## 2222  -6.408523  -7.410849        NA         NA        NA         NA         NA
## 2362  -6.066550         NA -7.765544         NA        NA         NA         NA
## 2530         NA  -8.178814        NA         NA        NA         NA         NA
## 2600  -5.444747  -7.509798 -7.017995         NA        NA         NA         NA
## 2641         NA  -8.432455 -7.728107         NA        NA         NA         NA
## 7581         NA  -9.482789        NA         NA -7.344369         NA         NA
## 1178  -4.915425  -7.265872 -5.982246         NA        NA         NA         NA
## 1287         NA  -8.361991 -8.094805         NA -6.173796         NA         NA
## 1445         NA  -7.963784 -6.947113         NA        NA         NA         NA
## 19561        NA         NA -6.918713         NA        NA         NA         NA
## 2229         NA  -7.660359 -7.403409         NA        NA         NA         NA
## 2246  -5.912760  -7.377432 -6.975020         NA        NA         NA         NA
## 2312  -6.268279         NA -8.046073         NA -8.048872         NA         NA
## 2412         NA  -8.107995 -7.503841         NA        NA         NA         NA
## 173          NA  -8.800038 -6.339570         NA        NA         NA         NA
## 315          NA  -7.833358 -6.254654         NA        NA         NA         NA
## 376          NA -10.471863        NA         NA        NA         NA         NA
## 1630         NA         NA        NA         NA        NA -13.157723         NA
## 1646  -5.152577  -7.379989 -7.131462         NA        NA         NA         NA
## 1683         NA  -6.696915        NA         NA        NA         NA -4.6649278
## 1891  -5.680992  -8.025225 -7.494495         NA        NA         NA         NA
## 1930  -4.213348         NA -8.203013         NA -4.723535         NA         NA
## 2007  -7.254436  -8.938922        NA         NA        NA         NA         NA
## 2252  -6.403483  -8.027435 -8.072940         NA        NA         NA         NA
## 2471         NA  -7.788243 -6.130004         NA        NA         NA         NA
## 2511         NA  -6.987368        NA         NA        NA         NA         NA
## 152   -5.812242  -7.597093        NA         NA -6.402351         NA         NA
## 307   -5.334508         NA        NA         NA        NA         NA         NA
## 414   -5.823369  -8.334530        NA         NA -5.195765         NA         NA
## 1185         NA  -8.316109 -6.545207         NA -6.727611         NA         NA
## 1331  -5.886963         NA -7.692612         NA -6.463905         NA         NA
## 1351         NA  -6.213589 -7.951576         NA        NA         NA         NA
## 1565         NA  -9.459113        NA         NA        NA -15.866977         NA
## 1718         NA         NA -5.524144         NA        NA         NA         NA
## 1808         NA         NA        NA         NA        NA -16.811323         NA
## 2013  -6.296661  -7.702716 -7.930589         NA        NA         NA         NA
## 2031         NA         NA        NA         NA        NA -10.900717         NA
## 2090  -5.530322  -7.688984 -7.207683         NA        NA         NA         NA
## 598   -5.917668         NA -7.278634         NA -5.669922         NA         NA
## 1155  -5.928713  -6.112395        NA         NA        NA         NA         NA
## 13581        NA  -7.141780 -8.472010         NA        NA         NA         NA
## 1533         NA  -8.471982 -7.608576         NA -6.684066         NA         NA
## 2025  -5.385442  -7.873924 -6.763069         NA -6.829727         NA         NA
## 2035         NA  -9.020390 -7.407927         NA        NA         NA         NA
## 2307  -5.593322  -7.399952 -6.387522         NA        NA         NA         NA
## 2498         NA         NA -6.220933         NA -6.710759         NA         NA
## 5321         NA         NA -7.080462         NA -7.687160         NA         NA
## 975          NA  -8.136291 -7.418633         NA        NA         NA         NA
## 1040  -5.115311         NA -7.126457         NA        NA         NA         NA
## 1214         NA  -8.777440        NA         NA -6.178247         NA         NA
## 1612         NA         NA        NA         NA        NA         NA         NA
## 2006         NA         NA        NA         NA        NA         NA         NA
## 2338  -7.267217  -9.775545 -7.963711         NA -6.857940         NA         NA
## 2504  -7.539241  -9.037968        NA         NA        NA         NA         NA
## 2536         NA  -9.080892 -7.376556         NA        NA         NA         NA
## 279          NA  -8.367802 -6.186172         NA        NA         NA         NA
## 351          NA         NA        NA         NA -6.984242         NA         NA
## 1336         NA  -8.561631 -6.330391         NA        NA         NA         NA
## 13492 -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 1356         NA  -7.790555        NA         NA        NA         NA         NA
## 1417  -5.876210  -8.074195 -7.391518         NA        NA         NA         NA
## 15091        NA  -8.089926 -5.709705         NA        NA         NA         NA
## 1542  -5.672410  -9.948255        NA         NA -5.891446         NA         NA
## 2055         NA  -7.538930 -7.053668         NA        NA         NA         NA
## 2273  -6.533938  -7.922369        NA         NA        NA         NA         NA
## 2499  -5.939543  -7.704237 -7.332714         NA        NA         NA         NA
## 2566  -5.767506  -7.481984 -6.913345         NA -8.031598         NA         NA
## 51    -6.096737  -9.635336 -8.381436         NA -7.362796         NA         NA
## 365   -7.096155  -7.756386        NA         NA        NA         NA         NA
## 552          NA  -8.085004        NA         NA        NA         NA         NA
## 630   -5.043680  -7.349152 -5.814875         NA -5.381337         NA         NA
## 1493         NA  -6.711012        NA         NA        NA         NA         NA
## 1506         NA  -7.748174        NA         NA -5.683369         NA         NA
## 1514         NA         NA        NA         NA        NA         NA         NA
## 1925         NA  -6.957347        NA         NA        NA         NA         NA
## 2349  -7.571104  -8.370746        NA         NA        NA         NA         NA
## 2413  -5.093138         NA -8.583211         NA        NA         NA         NA
## 2629  -6.427033  -7.488013 -6.716314         NA        NA         NA         NA
## 48           NA         NA        NA         NA        NA         NA         NA
## 246   -5.229781  -5.469122 -6.600453         NA        NA         NA         NA
## 1428         NA         NA -6.613245         NA        NA         NA         NA
## 14872        NA  -7.385388        NA         NA        NA         NA         NA
## 1503  -5.737944  -8.258674        NA         NA        NA         NA         NA
## 16981        NA  -7.584662 -6.593736         NA        NA         NA         NA
## 1700  -4.460505  -3.340059        NA         NA        NA         NA -0.6463055
## 2169         NA         NA        NA         NA        NA  -9.193464         NA
## 2178         NA  -7.380499 -8.065920         NA        NA         NA         NA
## 2626         NA  -8.779209 -7.538739         NA        NA         NA         NA
## 3951         NA         NA -8.620551         NA        NA         NA         NA
## 1270         NA  -9.209931        NA         NA -6.225634         NA         NA
## 1315         NA         NA -7.685148         NA        NA         NA         NA
## 1381         NA  -7.949644 -7.208279         NA        NA         NA         NA
## 16531        NA         NA        NA         NA        NA         NA         NA
## 1661  -6.018023  -7.856276 -7.433795         NA        NA         NA         NA
## 2027         NA  -6.746904 -6.356973         NA        NA         NA         NA
## 2128         NA         NA -6.702232         NA        NA         NA         NA
## 1220  -6.178499  -7.147083 -7.747310         NA        NA         NA         NA
## 1369         NA         NA        NA         NA        NA -10.195046         NA
## 1392  -6.590529  -8.298011        NA         NA        NA         NA         NA
## 1751         NA  -8.254354 -5.994026         NA        NA         NA         NA
## 1988  -6.535353  -7.367275        NA         NA        NA         NA         NA
## 2153         NA  -8.093723 -7.594162         NA        NA         NA         NA
## 2167         NA         NA -6.265995         NA        NA         NA         NA
## 2437         NA  -8.896514 -8.158591         NA        NA         NA         NA
## 2454  -5.666897  -7.579357 -7.140580         NA        NA         NA         NA
## 2578  -5.707481         NA        NA         NA -7.890440         NA         NA
## 1097  -5.760302  -7.673908 -6.677944         NA        NA         NA         NA
## 1209  -7.023344         NA        NA         NA        NA         NA         NA
## 1335         NA  -8.204107 -6.040210         NA        NA         NA         NA
## 1975         NA  -8.878801        NA         NA        NA         NA         NA
## 2187         NA         NA -6.268891         NA -5.894485         NA         NA
## 2259         NA  -7.700654        NA         NA        NA         NA         NA
## 2341         NA  -9.992689 -7.371123         NA        NA         NA         NA
## 2453  -6.477584  -9.581538 -6.669389         NA        NA         NA         NA
## 2522         NA  -8.590813        NA         NA        NA         NA         NA
## 574   -5.387112         NA -7.725979         NA -5.618511         NA         NA
## 590          NA  -7.779286 -7.392944         NA        NA         NA         NA
## 983   -6.019212  -7.916529        NA         NA        NA         NA         NA
## 1013  -5.667369         NA -7.066013 -10.608431 -6.456938         NA         NA
## 2076         NA         NA        NA         NA        NA -18.645366         NA
## 2158  -5.467082  -6.905338        NA         NA        NA         NA         NA
## 2177  -5.802012  -7.526248 -6.669631         NA        NA         NA         NA
## 2324         NA  -8.280388        NA         NA        NA         NA         NA
## 182   -6.454504  -8.538163 -7.153104         NA -6.066532         NA         NA
## 212   -6.153786         NA -7.745637         NA -6.670691         NA         NA
## 333   -6.416407  -8.230641 -7.959287         NA        NA         NA         NA
## 609          NA         NA -6.959100         NA        NA         NA         NA
## 1162  -5.299328         NA -5.875430         NA -7.155103         NA         NA
## 1286  -6.738909  -8.259631        NA         NA        NA         NA         NA
## 1426  -5.135894         NA        NA         NA        NA         NA         NA
## 1611  -5.416782  -7.953044 -7.164198         NA        NA         NA         NA
## 1882         NA  -6.706965 -7.459861         NA        NA         NA         NA
## 1958  -4.827181  -7.411925 -6.394717         NA        NA         NA         NA
## 2038         NA  -6.966627        NA         NA        NA         NA         NA
## 2467  -6.784867  -8.334487        NA         NA        NA         NA         NA
## 756          NA         NA -6.873113         NA        NA         NA         NA
## 780          NA  -8.132917 -7.425450         NA        NA         NA         NA
## 991   -5.266414  -7.773085 -6.556167         NA        NA         NA         NA
## 1305         NA  -7.092250 -6.924751         NA        NA         NA         NA
## 1373         NA         NA        NA         NA        NA         NA         NA
## 1459         NA  -7.463284 -6.873451         NA -6.038685         NA         NA
## 1594         NA         NA        NA         NA        NA         NA         NA
## 1860         NA         NA        NA         NA        NA -12.756990         NA
## 613   -6.161680  -8.254413 -6.258057         NA        NA         NA         NA
## 1108  -6.038617  -7.536615 -7.335672         NA        NA         NA         NA
## 2279         NA  -7.915876        NA         NA        NA         NA         NA
## 2310         NA         NA        NA         NA        NA         NA         NA
## 2333  -5.850501         NA        NA         NA        NA         NA         NA
## 2348  -5.790581         NA -6.923053         NA        NA         NA         NA
## 2372  -6.923685  -8.499992 -7.871884         NA        NA         NA         NA
## 2526  -5.569102 -10.063057        NA         NA        NA         NA         NA
## 2574  -5.622447  -9.514810        NA         NA -8.119077         NA         NA
## 111   -6.048502  -8.081265 -7.249896         NA        NA         NA         NA
## 1438  -5.998412  -8.376606        NA         NA        NA         NA         NA
## 15041        NA  -8.143085 -8.746427         NA        NA         NA         NA
## 1811         NA         NA        NA         NA        NA  -8.310037         NA
## 2092  -5.684062         NA -7.412887         NA -4.824857         NA         NA
## 2131         NA         NA        NA         NA        NA -13.696087         NA
## 2410         NA  -7.952405 -7.669649         NA        NA         NA         NA
## 2539         NA         NA -7.686127         NA        NA         NA         NA
## 1111  -6.048502  -8.081265 -7.249896         NA        NA         NA         NA
## 14381 -5.998412  -8.376606        NA         NA        NA         NA         NA
## 15042        NA  -8.143085 -8.746427         NA        NA         NA         NA
## 18111        NA         NA        NA         NA        NA  -8.310037         NA
## 20921 -5.684062         NA -7.412887         NA -4.824857         NA         NA
## 21311        NA         NA        NA         NA        NA -13.696087         NA
## 24101        NA  -7.952405 -7.669649         NA        NA         NA         NA
## 25391        NA         NA -7.686127         NA        NA         NA         NA
## 529          NA         NA        NA         NA        NA         NA         NA
## 638   -5.919234  -6.823135 -6.871089         NA        NA         NA         NA
## 951          NA  -7.848443        NA         NA -5.858205         NA         NA
## 1505         NA         NA        NA         NA        NA         NA         NA
## 1614         NA  -7.810438        NA         NA -6.873909         NA         NA
## 1927  -5.918769         NA -7.865453         NA -5.536519         NA         NA
## 2481         NA         NA -7.241421         NA        NA         NA         NA
## 2590         NA         NA -7.065073         NA -6.862710         NA         NA
## 467          NA  -6.565631 -7.769103         NA        NA         NA         NA
##          VAA_ST    VAA_FS     VAA_KC    VAA_SV VAA_NA VAA_FO   VAA_KN VAA_SC
## 479          NA        NA         NA        NA     NA     NA       NA     NA
## 532          NA        NA         NA        NA     NA     NA       NA     NA
## 1032         NA        NA         NA        NA     NA     NA       NA     NA
## 1042         NA        NA         NA        NA     NA     NA       NA     NA
## 1047         NA        NA         NA        NA     NA     NA       NA     NA
## 1964  -8.043058        NA         NA        NA     NA     NA       NA     NA
## 2148         NA        NA         NA        NA     NA     NA       NA     NA
## 2154         NA        NA         NA        NA     NA     NA       NA     NA
## 2192  -6.321652        NA         NA        NA     NA     NA       NA     NA
## 2241         NA        NA         NA        NA     NA     NA       NA     NA
## 447          NA -8.035338         NA        NA     NA     NA       NA     NA
## 490          NA        NA  -9.101946        NA     NA     NA       NA     NA
## 496          NA        NA         NA        NA     NA     NA       NA     NA
## 923          NA        NA  -9.154909        NA     NA     NA       NA     NA
## 1038         NA        NA         NA        NA     NA     NA       NA     NA
## 1960         NA        NA         NA        NA     NA     NA       NA     NA
## 1984         NA -6.800109         NA        NA     NA     NA       NA     NA
## 1996         NA        NA         NA        NA     NA     NA       NA     NA
## 2009         NA        NA         NA        NA     NA     NA       NA     NA
## 2051         NA        NA         NA        NA     NA     NA       NA     NA
## 2085  -7.186719 -7.494193         NA        NA     NA     NA       NA     NA
## 342          NA        NA         NA        NA     NA     NA       NA     NA
## 362   -8.515428 -8.268034         NA        NA     NA     NA       NA     NA
## 896          NA        NA         NA        NA     NA     NA       NA     NA
## 1195         NA        NA         NA        NA     NA     NA       NA     NA
## 1389         NA        NA         NA        NA     NA     NA       NA     NA
## 1393         NA        NA         NA        NA     NA     NA       NA     NA
## 1463         NA        NA         NA        NA     NA     NA       NA     NA
## 1767         NA        NA         NA        NA     NA     NA       NA     NA
## 2587         NA        NA         NA        NA     NA     NA       NA     NA
## 2607  -7.715550        NA         NA        NA     NA     NA       NA     NA
## 137          NA        NA         NA        NA     NA     NA       NA     NA
## 258          NA        NA -11.359082        NA     NA     NA       NA     NA
## 377          NA        NA         NA        NA     NA     NA       NA     NA
## 1581         NA        NA         NA        NA     NA     NA       NA     NA
## 1640         NA        NA         NA        NA     NA     NA       NA     NA
## 2382         NA        NA         NA        NA     NA     NA       NA     NA
## 2503         NA        NA         NA        NA     NA     NA       NA     NA
## 2622         NA        NA         NA        NA     NA     NA       NA     NA
## 69           NA        NA         NA        NA     NA     NA       NA     NA
## 136          NA        NA         NA        NA     NA     NA       NA     NA
## 1101         NA        NA         NA        NA     NA     NA       NA     NA
## 1268         NA        NA -10.360080        NA     NA     NA       NA     NA
## 1279         NA        NA         NA        NA     NA     NA       NA     NA
## 1308         NA        NA -11.283924        NA     NA     NA       NA     NA
## 1324         NA        NA         NA        NA     NA     NA       NA     NA
## 1330         NA        NA         NA        NA     NA     NA       NA     NA
## 2104         NA        NA         NA        NA     NA     NA       NA     NA
## 2314         NA        NA         NA        NA     NA     NA       NA     NA
## 2381         NA        NA         NA        NA     NA     NA       NA     NA
## 55           NA        NA         NA        NA     NA     NA       NA     NA
## 1153         NA        NA         NA        NA     NA     NA       NA     NA
## 1439         NA        NA         NA        NA     NA     NA       NA     NA
## 1617         NA        NA         NA        NA     NA     NA       NA     NA
## 1653         NA        NA         NA        NA     NA     NA       NA     NA
## 1737         NA        NA         NA        NA     NA     NA       NA     NA
## 1926         NA        NA         NA        NA     NA     NA       NA     NA
## 2300         NA        NA         NA        NA     NA     NA       NA     NA
## 238   -8.420025        NA         NA        NA     NA     NA       NA     NA
## 1077         NA        NA         NA        NA     NA     NA       NA     NA
## 1159         NA        NA         NA        NA     NA     NA       NA     NA
## 1253         NA        NA         NA        NA     NA     NA       NA     NA
## 1387         NA        NA         NA        NA     NA     NA       NA     NA
## 1450         NA        NA         NA        NA     NA     NA       NA     NA
## 1915         NA        NA         NA        NA     NA     NA       NA     NA
## 2483         NA        NA         NA        NA     NA     NA       NA     NA
## 612          NA        NA         NA        NA     NA     NA       NA     NA
## 1229         NA        NA         NA        NA     NA     NA       NA     NA
## 1231         NA        NA         NA        NA     NA     NA       NA     NA
## 1349         NA        NA         NA        NA     NA     NA       NA     NA
## 1553         NA        NA         NA        NA     NA     NA       NA     NA
## 1660         NA        NA         NA        NA     NA     NA       NA     NA
## 1663         NA        NA         NA        NA     NA     NA       NA     NA
## 1959         NA        NA         NA        NA     NA     NA       NA     NA
## 6121         NA        NA         NA        NA     NA     NA       NA     NA
## 12291        NA        NA         NA        NA     NA     NA       NA     NA
## 12311        NA        NA         NA        NA     NA     NA       NA     NA
## 13491        NA        NA         NA        NA     NA     NA       NA     NA
## 15531        NA        NA         NA        NA     NA     NA       NA     NA
## 16601        NA        NA         NA        NA     NA     NA       NA     NA
## 16631        NA        NA         NA        NA     NA     NA       NA     NA
## 19591        NA        NA         NA        NA     NA     NA       NA     NA
## 476   -7.075162        NA         NA        NA     NA     NA       NA     NA
## 527          NA        NA         NA        NA     NA     NA       NA     NA
## 576          NA        NA         NA        NA     NA     NA       NA     NA
## 2047         NA        NA         NA        NA     NA     NA       NA     NA
## 2118         NA        NA         NA        NA     NA     NA       NA     NA
## 2133         NA        NA         NA        NA     NA     NA       NA     NA
## 2134         NA        NA         NA        NA     NA     NA       NA     NA
## 2139         NA        NA         NA        NA     NA     NA       NA     NA
## 2181         NA        NA         NA        NA     NA     NA       NA     NA
## 2190         NA        NA         NA        NA     NA     NA       NA     NA
## 2205         NA        NA         NA        NA     NA     NA       NA     NA
## 2206  -6.372481        NA         NA        NA     NA     NA       NA     NA
## 758   -7.548482 -7.947459         NA        NA     NA     NA       NA     NA
## 820   -8.505236        NA         NA        NA     NA     NA       NA     NA
## 1535         NA        NA         NA        NA     NA     NA       NA     NA
## 1546         NA        NA         NA        NA     NA     NA       NA     NA
## 1555         NA        NA         NA        NA     NA     NA       NA     NA
## 1618         NA        NA         NA        NA     NA     NA       NA     NA
## 1684         NA        NA -10.729325        NA     NA     NA       NA     NA
## 1740         NA        NA         NA        NA     NA     NA       NA     NA
## 1746         NA        NA         NA        NA     NA     NA       NA     NA
## 2515         NA        NA         NA        NA     NA     NA       NA     NA
## 2577         NA        NA         NA        NA     NA     NA       NA     NA
## 537          NA        NA         NA        NA     NA     NA       NA     NA
## 960          NA        NA -10.429241        NA     NA     NA       NA     NA
## 1068         NA        NA         NA        NA     NA     NA       NA     NA
## 12531        NA        NA         NA        NA     NA     NA       NA     NA
## 1301         NA        NA         NA        NA     NA     NA       NA     NA
## 1487         NA -7.710415         NA        NA     NA     NA       NA     NA
## 1508         NA        NA         NA        NA     NA     NA       NA     NA
## 1735         NA        NA         NA        NA     NA     NA       NA     NA
## 2294         NA        NA         NA        NA     NA     NA       NA     NA
## 805          NA        NA         NA        NA     NA     NA       NA     NA
## 1563         NA -6.911211  -9.175095        NA     NA     NA       NA     NA
## 1576         NA        NA         NA        NA     NA     NA       NA     NA
## 1578         NA -7.760931         NA        NA     NA     NA       NA     NA
## 1588         NA        NA         NA        NA     NA     NA       NA     NA
## 1606  -8.434876        NA         NA        NA     NA     NA       NA     NA
## 1644         NA        NA         NA        NA     NA     NA       NA     NA
## 1650         NA        NA         NA        NA     NA     NA       NA     NA
## 1655         NA        NA         NA        NA     NA     NA       NA     NA
## 1679         NA        NA         NA        NA     NA     NA       NA     NA
## 1698         NA        NA         NA        NA     NA     NA       NA     NA
## 1712         NA        NA         NA        NA     NA     NA       NA     NA
## 1722         NA        NA         NA        NA     NA     NA       NA     NA
## 1745         NA        NA         NA        NA     NA     NA       NA     NA
## 2562  -9.044401        NA         NA        NA     NA     NA       NA     NA
## 366   -8.282454        NA         NA        NA     NA     NA       NA     NA
## 389   -8.704740        NA         NA        NA     NA     NA       NA     NA
## 424          NA        NA         NA        NA     NA     NA       NA     NA
## 1627         NA        NA         NA        NA     NA     NA       NA     NA
## 1668         NA        NA         NA        NA     NA     NA       NA     NA
## 2123         NA        NA         NA        NA     NA     NA       NA     NA
## 2146  -8.057200        NA         NA        NA     NA     NA       NA     NA
## 21811        NA        NA         NA        NA     NA     NA       NA     NA
## 231          NA        NA         NA        NA     NA     NA       NA     NA
## 592          NA        NA         NA        NA     NA     NA       NA     NA
## 813          NA        NA         NA        NA     NA     NA       NA     NA
## 1088         NA        NA         NA        NA     NA     NA       NA     NA
## 1449         NA        NA         NA        NA     NA     NA       NA     NA
## 1670         NA        NA         NA        NA     NA     NA       NA     NA
## 1945         NA -8.032507         NA        NA     NA     NA       NA     NA
## 2306         NA        NA         NA        NA     NA     NA       NA     NA
## 2527  -8.706810        NA         NA        NA     NA     NA       NA     NA
## 340   -8.562262        NA         NA        NA     NA     NA       NA     NA
## 429          NA        NA         NA        NA     NA     NA       NA     NA
## 807          NA        NA         NA        NA     NA     NA       NA     NA
## 9231         NA        NA  -9.154909        NA     NA     NA       NA     NA
## 1867         NA        NA         NA        NA     NA     NA       NA     NA
## 1956  -8.771885        NA         NA        NA     NA     NA       NA     NA
## 2334         NA        NA         NA        NA     NA     NA       NA     NA
## 2450         NA        NA         NA        NA     NA     NA       NA     NA
## 372          NA        NA  -9.861827        NA     NA     NA       NA     NA
## 412          NA        NA         NA -8.498808     NA     NA       NA     NA
## 775          NA        NA         NA        NA     NA     NA       NA     NA
## 1358         NA        NA         NA        NA     NA     NA       NA     NA
## 1448         NA        NA         NA        NA     NA     NA       NA     NA
## 1899         NA        NA         NA        NA     NA     NA       NA     NA
## 1939         NA        NA         NA        NA     NA     NA       NA     NA
## 2302         NA        NA         NA        NA     NA     NA       NA     NA
## 347          NA        NA         NA        NA     NA     NA       NA     NA
## 743          NA        NA         NA        NA     NA     NA       NA     NA
## 1374         NA        NA         NA        NA     NA     NA       NA     NA
## 1376         NA        NA         NA        NA     NA     NA       NA     NA
## 14871        NA -7.710415         NA        NA     NA     NA       NA     NA
## 1509         NA        NA         NA        NA     NA     NA       NA     NA
## 1874         NA        NA         NA        NA     NA     NA       NA     NA
## 2270         NA        NA         NA        NA     NA     NA       NA     NA
## 711          NA        NA  -9.412718        NA     NA     NA       NA     NA
## 10421        NA        NA         NA        NA     NA     NA       NA     NA
## 1161         NA        NA -10.697997        NA     NA     NA       NA     NA
## 1235         NA        NA         NA        NA     NA     NA       NA     NA
## 1300         NA        NA         NA        NA     NA     NA       NA     NA
## 1320         NA        NA         NA        NA     NA     NA       NA     NA
## 2238         NA        NA         NA        NA     NA     NA       NA     NA
## 2569  -8.173584        NA         NA        NA     NA     NA       NA     NA
## 395          NA        NA         NA        NA     NA     NA       NA     NA
## 1429         NA        NA         NA        NA     NA     NA       NA     NA
## 1440         NA        NA         NA        NA     NA     NA       NA     NA
## 1443         NA        NA         NA        NA     NA     NA       NA     NA
## 1474         NA -7.445049         NA        NA     NA     NA       NA     NA
## 1501         NA        NA         NA        NA     NA     NA       NA     NA
## 1502         NA -6.250733         NA        NA     NA     NA       NA     NA
## 1504         NA        NA         NA        NA     NA     NA       NA     NA
## 1516         NA        NA         NA        NA     NA     NA       NA     NA
## 1922         NA        NA         NA        NA     NA     NA       NA     NA
## 222          NA        NA         NA        NA     NA     NA       NA     NA
## 4791         NA        NA         NA        NA     NA     NA       NA     NA
## 1254         NA        NA         NA        NA     NA     NA       NA     NA
## 1343         NA        NA         NA        NA     NA     NA       NA     NA
## 1671         NA -7.439348         NA        NA     NA     NA       NA     NA
## 1705         NA -7.527794         NA        NA     NA     NA       NA     NA
## 1719         NA        NA         NA        NA     NA     NA       NA     NA
## 1830         NA        NA         NA        NA     NA     NA       NA     NA
## 1172         NA        NA         NA        NA     NA     NA       NA     NA
## 11951        NA        NA         NA        NA     NA     NA       NA     NA
## 1311         NA        NA         NA        NA     NA     NA       NA     NA
## 1313         NA        NA         NA        NA     NA     NA       NA     NA
## 1353         NA        NA         NA        NA     NA     NA       NA     NA
## 1360         NA        NA         NA        NA     NA     NA       NA     NA
## 1895         NA        NA         NA        NA     NA     NA       NA     NA
## 1983         NA        NA         NA        NA     NA     NA       NA     NA
## 2248  -7.643745        NA         NA        NA     NA     NA       NA     NA
## 2357         NA        NA         NA        NA     NA     NA       NA     NA
## 226          NA        NA         NA        NA     NA     NA       NA     NA
## 480          NA        NA         NA        NA     NA     NA       NA     NA
## 845          NA        NA         NA        NA     NA     NA       NA     NA
## 1552         NA        NA         NA        NA     NA     NA       NA     NA
## 1609         NA        NA         NA        NA     NA     NA       NA     NA
## 1703         NA        NA         NA        NA     NA     NA -10.9068     NA
## 1728         NA -7.765454         NA        NA     NA     NA       NA     NA
## 2145         NA        NA         NA        NA     NA     NA       NA     NA
## 249          NA        NA         NA        NA     NA     NA       NA     NA
## 251          NA        NA         NA        NA     NA     NA       NA     NA
## 506          NA        NA  -9.766771        NA     NA     NA       NA     NA
## 556          NA        NA         NA        NA     NA     NA       NA     NA
## 1208         NA        NA         NA        NA     NA     NA       NA     NA
## 1283         NA        NA         NA        NA     NA     NA       NA     NA
## 1284         NA -6.479658         NA        NA     NA     NA       NA     NA
## 2345         NA        NA         NA        NA     NA     NA       NA     NA
## 2565         NA        NA         NA        NA     NA     NA       NA     NA
## 317   -7.710955        NA         NA        NA     NA     NA       NA     NA
## 335          NA        NA         NA        NA     NA     NA       NA     NA
## 663          NA        NA         NA        NA     NA     NA       NA     NA
## 1333         NA        NA         NA        NA     NA     NA       NA     NA
## 1475         NA        NA         NA        NA     NA     NA       NA     NA
## 19961        NA        NA         NA        NA     NA     NA       NA     NA
## 2113         NA        NA         NA        NA     NA     NA       NA     NA
## 2368         NA        NA         NA        NA     NA     NA       NA     NA
## 22           NA        NA -10.408832        NA     NA     NA       NA     NA
## 63           NA        NA  -9.894465        NA     NA     NA       NA     NA
## 168          NA        NA         NA        NA     NA     NA       NA     NA
## 174          NA        NA         NA        NA     NA     NA       NA     NA
## 673          NA        NA         NA        NA     NA     NA       NA     NA
## 1177         NA        NA         NA        NA     NA     NA       NA     NA
## 1180         NA        NA  -8.023257        NA     NA     NA       NA     NA
## 1260  -8.215911        NA -10.347939        NA     NA     NA       NA     NA
## 1744         NA        NA         NA        NA     NA     NA       NA     NA
## 1759         NA        NA         NA        NA     NA     NA       NA     NA
## 2222         NA        NA         NA        NA     NA     NA       NA     NA
## 2362         NA        NA         NA        NA     NA     NA       NA     NA
## 2530         NA        NA         NA        NA     NA     NA       NA     NA
## 2600         NA        NA         NA        NA     NA     NA       NA     NA
## 2641         NA        NA         NA        NA     NA     NA       NA     NA
## 7581  -7.548482 -7.947459         NA        NA     NA     NA       NA     NA
## 1178         NA        NA         NA        NA     NA     NA       NA     NA
## 1287         NA        NA         NA        NA     NA     NA       NA     NA
## 1445         NA        NA         NA        NA     NA     NA       NA     NA
## 19561 -8.771885        NA         NA        NA     NA     NA       NA     NA
## 2229         NA        NA         NA        NA     NA     NA       NA     NA
## 2246         NA        NA         NA        NA     NA     NA       NA     NA
## 2312         NA        NA -10.315744        NA     NA     NA       NA     NA
## 2412         NA        NA         NA        NA     NA     NA       NA     NA
## 173   -7.872315        NA         NA        NA     NA     NA       NA     NA
## 315          NA        NA         NA        NA     NA     NA       NA     NA
## 376          NA        NA -10.016949        NA     NA     NA       NA     NA
## 1630         NA        NA         NA        NA     NA     NA       NA     NA
## 1646         NA        NA         NA        NA     NA     NA       NA     NA
## 1683         NA -6.998342         NA        NA     NA     NA       NA     NA
## 1891         NA        NA         NA        NA     NA     NA       NA     NA
## 1930  -6.477060        NA         NA        NA     NA     NA       NA     NA
## 2007  -9.094069        NA         NA        NA     NA     NA       NA     NA
## 2252         NA        NA         NA        NA     NA     NA       NA     NA
## 2471         NA        NA         NA        NA     NA     NA       NA     NA
## 2511         NA        NA         NA        NA     NA     NA       NA     NA
## 152          NA        NA         NA        NA     NA     NA       NA     NA
## 307   -6.446788        NA         NA        NA     NA     NA       NA     NA
## 414          NA        NA         NA        NA     NA     NA       NA     NA
## 1185         NA        NA  -8.957861        NA     NA     NA       NA     NA
## 1331         NA        NA         NA        NA     NA     NA       NA     NA
## 1351         NA        NA         NA        NA     NA     NA       NA     NA
## 1565         NA        NA         NA        NA     NA     NA       NA     NA
## 1718         NA        NA         NA        NA     NA     NA       NA     NA
## 1808         NA        NA         NA        NA     NA     NA       NA     NA
## 2013         NA        NA         NA        NA     NA     NA       NA     NA
## 2031         NA        NA         NA        NA     NA     NA       NA     NA
## 2090         NA        NA         NA        NA     NA     NA       NA     NA
## 598          NA        NA         NA        NA     NA     NA       NA     NA
## 1155         NA        NA         NA        NA     NA     NA       NA     NA
## 13581        NA        NA         NA        NA     NA     NA       NA     NA
## 1533         NA        NA         NA        NA     NA     NA       NA     NA
## 2025         NA        NA         NA        NA     NA     NA       NA     NA
## 2035         NA        NA         NA        NA     NA     NA       NA     NA
## 2307         NA        NA         NA        NA     NA     NA       NA     NA
## 2498         NA        NA         NA        NA     NA     NA       NA     NA
## 5321         NA        NA         NA        NA     NA     NA       NA     NA
## 975          NA        NA         NA        NA     NA     NA       NA     NA
## 1040         NA        NA         NA        NA     NA     NA       NA     NA
## 1214         NA        NA         NA        NA     NA     NA       NA     NA
## 1612         NA        NA         NA        NA     NA     NA       NA     NA
## 2006         NA        NA         NA        NA     NA     NA       NA     NA
## 2338         NA        NA         NA        NA     NA     NA       NA     NA
## 2504         NA        NA         NA        NA     NA     NA       NA     NA
## 2536         NA        NA         NA        NA     NA     NA       NA     NA
## 279   -7.387135        NA         NA        NA     NA     NA       NA     NA
## 351          NA -7.025611         NA        NA     NA     NA       NA     NA
## 1336         NA        NA         NA        NA     NA     NA       NA     NA
## 13492        NA        NA         NA        NA     NA     NA       NA     NA
## 1356         NA -7.699630         NA        NA     NA     NA       NA     NA
## 1417         NA        NA         NA        NA     NA     NA       NA     NA
## 15091        NA        NA         NA        NA     NA     NA       NA     NA
## 1542         NA        NA         NA        NA     NA     NA       NA     NA
## 2055         NA        NA         NA        NA     NA     NA       NA     NA
## 2273         NA        NA         NA        NA     NA     NA       NA     NA
## 2499         NA        NA         NA        NA     NA     NA       NA     NA
## 2566         NA        NA         NA        NA     NA     NA       NA     NA
## 51           NA        NA         NA        NA     NA     NA       NA     NA
## 365          NA -8.796052         NA        NA     NA     NA       NA     NA
## 552          NA -7.001125         NA        NA     NA     NA       NA     NA
## 630          NA        NA         NA        NA     NA     NA       NA     NA
## 1493         NA        NA         NA        NA     NA     NA       NA     NA
## 1506         NA        NA         NA        NA     NA     NA       NA     NA
## 1514         NA        NA         NA        NA     NA     NA       NA     NA
## 1925         NA -7.198972         NA        NA     NA     NA       NA     NA
## 2349         NA        NA         NA        NA     NA     NA       NA     NA
## 2413         NA        NA         NA        NA     NA     NA       NA     NA
## 2629         NA        NA         NA        NA     NA     NA       NA     NA
## 48           NA        NA         NA        NA     NA     NA       NA     NA
## 246          NA        NA         NA        NA     NA     NA       NA     NA
## 1428         NA        NA         NA        NA     NA     NA       NA     NA
## 14872        NA -7.710415         NA        NA     NA     NA       NA     NA
## 1503         NA        NA         NA        NA     NA     NA       NA     NA
## 16981        NA        NA         NA        NA     NA     NA       NA     NA
## 1700         NA        NA         NA        NA     NA     NA       NA     NA
## 2169         NA        NA         NA        NA     NA     NA       NA     NA
## 2178         NA        NA         NA        NA     NA     NA       NA     NA
## 2626         NA        NA         NA        NA     NA     NA       NA     NA
## 3951         NA        NA         NA        NA     NA     NA       NA     NA
## 1270         NA        NA         NA        NA     NA     NA       NA     NA
## 1315         NA        NA         NA        NA     NA     NA       NA     NA
## 1381         NA        NA         NA        NA     NA     NA       NA     NA
## 16531        NA        NA         NA        NA     NA     NA       NA     NA
## 1661         NA        NA         NA        NA     NA     NA       NA     NA
## 2027         NA        NA         NA        NA     NA     NA       NA     NA
## 2128  -7.819695        NA         NA        NA     NA     NA       NA     NA
## 1220         NA        NA         NA        NA     NA     NA       NA     NA
## 1369         NA        NA         NA        NA     NA     NA       NA     NA
## 1392         NA        NA         NA        NA     NA     NA       NA     NA
## 1751         NA        NA         NA        NA     NA     NA       NA     NA
## 1988  -8.496103        NA         NA        NA     NA     NA       NA     NA
## 2153         NA        NA         NA        NA     NA     NA       NA     NA
## 2167         NA        NA         NA        NA     NA     NA       NA     NA
## 2437         NA        NA         NA        NA     NA     NA       NA     NA
## 2454  -7.951446        NA -11.154080        NA     NA     NA       NA     NA
## 2578         NA        NA         NA        NA     NA     NA       NA     NA
## 1097         NA -6.491652         NA        NA     NA     NA       NA     NA
## 1209  -9.261232        NA         NA        NA     NA     NA       NA     NA
## 1335         NA        NA         NA        NA     NA     NA       NA     NA
## 1975         NA        NA         NA        NA     NA     NA       NA     NA
## 2187  -6.674630        NA         NA        NA     NA     NA       NA     NA
## 2259  -7.979760        NA         NA        NA     NA     NA       NA     NA
## 2341         NA        NA         NA        NA     NA     NA       NA     NA
## 2453         NA        NA         NA        NA     NA     NA       NA     NA
## 2522         NA        NA         NA        NA     NA     NA       NA     NA
## 574          NA        NA         NA        NA     NA     NA       NA     NA
## 590          NA        NA         NA        NA     NA     NA       NA     NA
## 983          NA -7.749021 -10.288022        NA     NA     NA       NA     NA
## 1013         NA        NA         NA        NA     NA     NA       NA     NA
## 2076         NA        NA         NA        NA     NA     NA       NA     NA
## 2158         NA        NA         NA        NA     NA     NA       NA     NA
## 2177         NA        NA         NA        NA     NA     NA       NA     NA
## 2324         NA        NA         NA        NA     NA     NA       NA     NA
## 182          NA -9.295352         NA        NA     NA     NA       NA     NA
## 212          NA        NA         NA        NA     NA     NA       NA     NA
## 333          NA        NA         NA        NA     NA     NA       NA     NA
## 609          NA        NA         NA        NA     NA     NA       NA     NA
## 1162         NA        NA         NA        NA     NA     NA       NA     NA
## 1286         NA        NA         NA        NA     NA     NA       NA     NA
## 1426         NA        NA         NA        NA     NA     NA       NA     NA
## 1611         NA        NA         NA        NA     NA     NA       NA     NA
## 1882         NA        NA         NA        NA     NA     NA       NA     NA
## 1958         NA        NA  -8.226483        NA     NA     NA       NA     NA
## 2038         NA -7.196425         NA        NA     NA     NA       NA     NA
## 2467         NA        NA         NA        NA     NA     NA       NA     NA
## 756          NA        NA         NA        NA     NA     NA       NA     NA
## 780          NA        NA -10.165334        NA     NA     NA       NA     NA
## 991   -7.048578        NA         NA        NA     NA     NA       NA     NA
## 1305         NA        NA         NA        NA     NA     NA       NA     NA
## 1373         NA        NA         NA        NA     NA     NA       NA     NA
## 1459         NA        NA         NA        NA     NA     NA       NA     NA
## 1594         NA        NA         NA        NA     NA     NA       NA     NA
## 1860         NA        NA         NA        NA     NA     NA       NA     NA
## 613          NA        NA         NA        NA     NA     NA       NA     NA
## 1108  -8.143129        NA         NA        NA     NA     NA       NA     NA
## 2279         NA        NA         NA        NA     NA     NA       NA     NA
## 2310         NA        NA         NA        NA     NA     NA       NA     NA
## 2333         NA        NA         NA        NA     NA     NA       NA     NA
## 2348         NA        NA         NA        NA     NA     NA       NA     NA
## 2372         NA        NA         NA        NA     NA     NA       NA     NA
## 2526         NA        NA         NA        NA     NA     NA       NA     NA
## 2574         NA        NA         NA        NA     NA     NA       NA     NA
## 111          NA        NA         NA        NA     NA     NA       NA     NA
## 1438         NA        NA         NA        NA     NA     NA       NA     NA
## 15041        NA        NA         NA        NA     NA     NA       NA     NA
## 1811         NA        NA         NA        NA     NA     NA       NA     NA
## 2092  -6.489118        NA         NA        NA     NA     NA       NA     NA
## 2131         NA        NA         NA        NA     NA     NA       NA     NA
## 2410         NA        NA         NA        NA     NA     NA       NA     NA
## 2539         NA        NA  -9.722376        NA     NA     NA       NA     NA
## 1111         NA        NA         NA        NA     NA     NA       NA     NA
## 14381        NA        NA         NA        NA     NA     NA       NA     NA
## 15042        NA        NA         NA        NA     NA     NA       NA     NA
## 18111        NA        NA         NA        NA     NA     NA       NA     NA
## 20921 -6.489118        NA         NA        NA     NA     NA       NA     NA
## 21311        NA        NA         NA        NA     NA     NA       NA     NA
## 24101        NA        NA         NA        NA     NA     NA       NA     NA
## 25391        NA        NA  -9.722376        NA     NA     NA       NA     NA
## 529          NA        NA         NA        NA     NA     NA       NA     NA
## 638   -7.904158        NA         NA        NA     NA     NA       NA     NA
## 951          NA -6.877107         NA        NA     NA     NA       NA     NA
## 1505         NA        NA         NA        NA     NA     NA       NA     NA
## 1614         NA        NA         NA        NA     NA     NA       NA     NA
## 1927         NA        NA         NA        NA     NA     NA       NA     NA
## 2481  -7.332727        NA         NA        NA     NA     NA       NA     NA
## 2590         NA        NA         NA        NA     NA     NA       NA     NA
## 467          NA        NA         NA        NA     NA     NA       NA     NA
##            HAA_CU     HAA_FA       HAA_FF       HAA_SI     HAA_SL        HAA_CH
## 479            NA         NA  0.941673595 -0.133927775  3.9385803 -2.131247e-02
## 532   -2.79514512         NA -0.985289071           NA         NA -5.516859e-01
## 1032  -6.62950789         NA -2.454791422 -2.187539177 -4.5264838 -1.990771e+00
## 1042           NA         NA -2.761093141 -1.726661074 -4.5489017 -2.051141e+00
## 1047  -1.70334667         NA -0.328063155           NA -1.9430976  3.415837e-01
## 1964           NA         NA  1.513358180 -0.102042504  3.5466679  2.109372e-01
## 2148   3.08841248  1.9272425           NA           NA         NA            NA
## 2154           NA  0.6028275           NA           NA         NA            NA
## 2192           NA         NA           NA  0.059713800         NA  2.353687e-01
## 2241           NA         NA  1.766476513  1.268468641  4.0494907  8.053315e-01
## 447            NA         NA  0.666560267 -0.040259282  2.1800857            NA
## 490            NA         NA -2.069853692 -1.363284775         NA -1.203079e+00
## 496   -4.48394711         NA -2.449594483 -1.351629798         NA -1.439139e+00
## 923            NA         NA  1.660084467 -0.067020552  3.2739521  4.314922e-01
## 1038  -2.88139722         NA -0.810274214  0.264534720         NA  2.876279e-01
## 1960           NA         NA           NA           NA         NA            NA
## 1984           NA         NA  0.842747974 -0.668291891  3.7974916            NA
## 1996           NA  1.0618433           NA           NA         NA            NA
## 2009           NA         NA  0.303868314  0.924523410         NA -7.481502e-01
## 2051           NA         NA  2.997939860  2.882111347  5.3906092            NA
## 2085   2.30023306         NA  1.374141539 -0.045272494  3.0532601            NA
## 342            NA         NA  0.124015669 -1.049719675  1.9035715 -7.253332e-01
## 362            NA         NA  0.142372690 -1.109146290  1.5783074            NA
## 896    2.81559676         NA  1.463575965           NA  3.1736539  8.209007e-01
## 1195           NA         NA  2.993340746  1.198514462  4.4070491  9.281329e-01
## 1389           NA         NA  0.682744354           NA  2.4179042            NA
## 1393   1.96306944         NA  1.124352664           NA         NA            NA
## 1463           NA         NA -0.241261886           NA  0.8749400 -4.694368e-01
## 1767           NA         NA  0.888676202           NA  1.9182073 -4.026519e-02
## 2587           NA         NA           NA -1.725763134 -7.0663235            NA
## 2607           NA         NA -1.452315980           NA -3.5914047 -7.944713e-01
## 137    3.27953559         NA  0.732602954           NA  2.2883055 -2.612100e-01
## 258            NA         NA  0.221483089           NA  2.6024394  3.504514e-05
## 377            NA         NA  1.010604100  0.053014293  2.2530621  7.508682e-01
## 1581           NA  1.0627948           NA           NA         NA            NA
## 1640   3.00378918         NA  1.087051404           NA  3.2803426            NA
## 2382  -1.87033107         NA -1.567052395  0.214848645 -2.4578959            NA
## 2503  -3.71548021         NA -1.601297004           NA -3.3483341            NA
## 2622  -4.41325160         NA -2.440971643           NA         NA -5.105574e-01
## 69     3.85168889         NA  1.092948542           NA  3.3232967 -4.974654e-01
## 136    2.48454075         NA  1.588900174  0.260011092  3.6729859 -3.644724e-02
## 1101           NA         NA -1.787588190 -0.823674303 -3.1375999 -6.395632e-01
## 1268           NA         NA  1.426539434  0.235846435         NA  2.196724e-01
## 1279           NA         NA  2.811091913  1.577022336  4.3327691  1.701669e+00
## 1308           NA         NA  1.483213087           NA  3.5515031            NA
## 1324           NA         NA           NA           NA  0.2229007            NA
## 1330   2.34742671         NA  0.599102777 -0.332657462  2.5366909  1.887720e-02
## 2104           NA  0.4161308           NA           NA         NA            NA
## 2314           NA         NA -0.334147404           NA -2.2545985            NA
## 2381  -2.61552217         NA -2.356783165 -0.822690108 -3.5031913            NA
## 55     4.91134839         NA  2.732314273  1.727616314  5.9477690  1.698794e+00
## 1153           NA         NA  0.826960116  0.542335503  4.6675307  1.140579e+00
## 1439           NA         NA  0.599275495           NA  1.7534196            NA
## 1617   2.32743293         NA -0.027681594 -0.547841046  1.8967082 -6.163605e-01
## 1653   4.93380431  0.7175860           NA           NA         NA            NA
## 1737           NA         NA  0.665626865  0.287597686  2.0728608  1.674027e-01
## 1926   2.20533783         NA  0.928099631 -0.354952830  3.4158909 -6.160340e-01
## 2300   3.48460469         NA  1.270142169  0.306756561  3.0189242            NA
## 238    2.94445629         NA  1.453311035  0.276535679  3.1378423  2.911893e-01
## 1077  -2.47104906         NA -2.216656613 -0.668297949 -3.5221508 -4.835219e-01
## 1159           NA         NA  0.803043359 -0.740517172  1.1350629            NA
## 1253           NA         NA           NA           NA  2.7792116            NA
## 1387           NA         NA  0.720094970  0.533133709  1.9974380 -4.156572e-01
## 1450           NA         NA  2.058067008  1.882279748         NA -3.161164e-01
## 1915           NA         NA  0.982447142           NA  3.1514427  1.678535e+00
## 2483           NA         NA -1.877513913           NA -4.5200322            NA
## 612   -1.74600403         NA -0.022494590  0.795210645 -2.0699675  7.690467e-01
## 1229           NA  0.8153432           NA           NA         NA            NA
## 1231   1.79145535         NA  0.083530008           NA  2.1496910 -6.294115e-01
## 1349           NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 1553           NA         NA  1.085999724 -0.525224313  2.3243129 -6.137730e-01
## 1660           NA         NA  0.499333551 -0.642388430  2.4489235  3.609878e+00
## 1663           NA         NA  0.922263006           NA  3.5920903 -3.231377e-01
## 1959           NA  1.1089697           NA           NA         NA            NA
## 6121  -1.74600403         NA -0.022494590  0.795210645 -2.0699675  7.690467e-01
## 12291          NA  0.8153432           NA           NA         NA            NA
## 12311  1.79145535         NA  0.083530008           NA  2.1496910 -6.294115e-01
## 13491          NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 15531          NA         NA  1.085999724 -0.525224313  2.3243129 -6.137730e-01
## 16601          NA         NA  0.499333551 -0.642388430  2.4489235  3.609878e+00
## 16631          NA         NA  0.922263006           NA  3.5920903 -3.231377e-01
## 19591          NA  1.1089697           NA           NA         NA            NA
## 476            NA         NA  1.566586920  1.097705513         NA  5.175240e-01
## 527   -2.80058954         NA -1.688615387 -0.649086879 -2.8549173 -7.499630e-01
## 576   -1.96278628         NA -0.737945071  0.779543243         NA -5.931532e-01
## 2047           NA  2.4784361           NA           NA         NA            NA
## 2118           NA         NA  0.925045986           NA  2.3927602  1.507722e-01
## 2133           NA         NA  1.382729724  0.259503220  2.7274116  2.201036e-01
## 2134           NA  1.5001114           NA           NA         NA            NA
## 2139           NA         NA  0.535724108           NA  1.1746979  8.974869e-01
## 2181           NA         NA  0.594609464           NA  2.2207308            NA
## 2190   1.84527574         NA  1.620432304           NA  2.5962984  1.312920e+00
## 2205           NA         NA -0.234249256           NA  1.7704169            NA
## 2206           NA         NA  1.674315829  0.413675863         NA  1.659032e-01
## 758    3.03104047         NA  1.693427041           NA  2.1839911            NA
## 820    3.13139936         NA  0.183171367  0.259650451  4.7444108  2.547286e-01
## 1535   1.99778853         NA  0.955235767           NA         NA            NA
## 1546   2.27667945         NA  1.312874036           NA  3.0205693            NA
## 1555           NA         NA  0.712275555 -0.497360326         NA -2.681937e-01
## 1618           NA         NA  2.165570365  1.577411094  5.5979346            NA
## 1684           NA         NA  1.326952662           NA  3.8868997            NA
## 1740           NA         NA  1.128682609           NA  2.7448226  9.334429e-02
## 1746           NA         NA  0.708423912           NA  3.5791656 -5.814023e-01
## 2515           NA         NA           NA -1.768530261 -5.3718074            NA
## 2577           NA         NA -1.471500293           NA -2.7371286 -5.352239e-01
## 537            NA         NA -1.861158245 -0.588996316 -2.9313685 -5.208097e-01
## 960            NA         NA  1.330750911           NA  2.6004252  1.962470e-01
## 1068  -3.66092371         NA -1.051640526           NA         NA -3.624533e-01
## 12531          NA         NA           NA           NA  2.7792116            NA
## 1301           NA         NA  2.045884836  0.799441984  4.3703990  6.024262e-01
## 1487   4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1508   1.41470491         NA  0.466413879           NA         NA            NA
## 1735   3.37270096         NA  1.461058523  0.073243762  3.4368343  1.754329e-01
## 2294           NA         NA  0.714498601  1.372001268  1.9832304            NA
## 805    4.14592075         NA  1.890904626  0.488519390         NA  2.176840e-01
## 1563           NA         NA  0.766303269           NA  3.5281220  2.324857e-01
## 1576           NA  2.3459318           NA           NA         NA            NA
## 1578           NA         NA  1.481475011           NA  2.6165486            NA
## 1588   2.69353331         NA           NA           NA  2.9669543            NA
## 1606           NA         NA  1.062217810           NA         NA  2.410172e-04
## 1644           NA  1.3916490           NA           NA         NA            NA
## 1650           NA         NA  1.724551755           NA  4.9929958            NA
## 1655   2.55162044  2.0899519           NA           NA         NA            NA
## 1679           NA         NA  0.929647253           NA  3.3370684 -7.679074e-01
## 1698           NA         NA  1.766206568           NA  3.1299639  3.480108e-01
## 1712           NA  0.7086224           NA           NA         NA            NA
## 1722           NA         NA  3.401514479  1.852286992  5.5607631  6.597828e-01
## 1745           NA         NA -0.268107471 -0.547091300  3.1076762 -7.268255e-01
## 2562           NA         NA -1.940127444           NA -3.5190064 -2.518129e+00
## 366    1.46756523         NA  0.617349318           NA  2.1784868 -1.582496e-01
## 389            NA         NA  0.437477919 -0.763437691  2.3167965 -5.386824e-01
## 424    4.53239539         NA  2.204817700  1.009028399  3.3556818            NA
## 1627           NA  1.7263639           NA           NA         NA            NA
## 1668           NA         NA           NA  0.634167254  3.8073056 -1.875957e+00
## 2123           NA  1.9158934           NA           NA         NA            NA
## 2146           NA         NA  1.302577873  0.268305740  3.3050448  1.399604e+00
## 21811          NA         NA  0.594609464           NA  2.2207308            NA
## 231    3.20322323         NA  1.215010526           NA  2.6023065  3.146427e-01
## 592            NA         NA -2.372808793 -1.562723236 -4.9433828 -1.564068e+00
## 813    2.68861846         NA  1.121459371           NA  2.9389448  6.184236e-01
## 1088  -2.69243710         NA  0.088326449           NA         NA  1.217188e+00
## 1449           NA         NA  1.465738925  0.577459532  3.5477776  9.563342e-01
## 1670           NA         NA  1.066498637 -0.307424355  3.0576992  6.024393e-01
## 1945           NA         NA  2.164861582  0.869103780  4.5832253            NA
## 2306  -3.97121714 -2.4399355           NA           NA         NA -1.215474e+00
## 2527           NA         NA           NA -0.573913642 -2.9534264 -4.833125e-02
## 340            NA         NA  2.742887729  1.328617569         NA  9.907386e-01
## 429    2.65031986         NA  1.217236338  0.018791093  3.9446358 -1.337401e-01
## 807    2.37880520         NA  0.937104055           NA  2.8139143  1.191982e-01
## 9231           NA         NA  1.660084467 -0.067020552  3.2739521  4.314922e-01
## 1867   2.86298923         NA  0.699011607           NA         NA  1.205064e+00
## 1956   2.90140254         NA  1.641188707           NA         NA  5.619054e-01
## 2334  -1.65369203         NA -1.675578198 -0.391939272 -1.7077214            NA
## 2450           NA         NA -3.480877582 -2.144167852 -5.6015109 -2.763498e+00
## 372            NA         NA  2.352922222  1.062031494  3.8627317  7.644029e-01
## 412            NA         NA  1.206592184           NA         NA  4.943371e-01
## 775    3.50007337         NA  1.324551800           NA  3.4006060  7.613663e-01
## 1358   4.12904783         NA  1.161573106           NA  2.4435741  1.357922e+00
## 1448           NA         NA  1.350712835  1.670398318  4.0646853  8.590944e-01
## 1899   2.78307223         NA  1.484776712  0.087600179  5.1903772  8.182698e-02
## 1939           NA  1.5297760           NA           NA         NA            NA
## 2302           NA         NA -1.622634100 -0.314962884 -3.8997041            NA
## 347            NA         NA  1.154227105  0.161027144  2.9059192            NA
## 743    2.81525568         NA  1.350154163  0.341320892  2.6981910  5.899702e-01
## 1374           NA         NA  0.766904981           NA  1.8077304            NA
## 1376   0.04569396         NA -0.048491019           NA         NA -1.302247e+00
## 14871  4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1509           NA         NA  0.539210919           NA  2.0037420  5.099840e-02
## 1874           NA  0.2540832           NA           NA         NA            NA
## 2270           NA         NA -0.091710128           NA  2.2887277 -1.025860e+00
## 711            NA         NA  0.913966719  0.257275855  3.5590154  3.204177e-01
## 10421          NA         NA -2.761093141 -1.726661074 -4.5489017 -2.051141e+00
## 1161           NA         NA  1.275860183           NA         NA            NA
## 1235   3.25662045         NA  1.365549136           NA  2.6925240            NA
## 1300           NA  1.6959511           NA           NA         NA            NA
## 1320           NA         NA -0.056362556           NA  2.1629873 -7.662521e-01
## 2238           NA         NA           NA  1.145860637  4.2067935  1.121193e+00
## 2569           NA         NA -1.621950813 -1.015002068         NA -3.763497e-01
## 395            NA         NA  1.758964404           NA         NA  7.399828e-01
## 1429           NA         NA  3.111587913  2.555217661  6.3878554  2.858091e+00
## 1440           NA         NA  2.166625331 -0.429144274  3.7024979            NA
## 1443   3.68221689         NA  1.985975307           NA         NA  5.944290e-01
## 1474           NA         NA  1.237334356           NA  3.6870936            NA
## 1501           NA         NA  0.960097487           NA  2.7608964  4.911133e-02
## 1502           NA         NA  2.236173648  1.712152315  5.3734047            NA
## 1504           NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 1516   1.28487838         NA  1.284331811           NA         NA            NA
## 1922           NA         NA  1.292352929           NA  2.8620104            NA
## 222    2.75068758         NA  0.893049389           NA  3.3582098 -4.347267e-01
## 4791           NA         NA  0.941673595 -0.133927775  3.9385803 -2.131247e-02
## 1254   2.72550300         NA  0.387392222 -0.666220473  2.2325578 -4.410985e-01
## 1343   2.25552839  2.9079684           NA           NA         NA            NA
## 1671           NA         NA           NA  0.399605040  3.4077800            NA
## 1705   3.13325238         NA  1.089344731  1.648310705  3.7802234            NA
## 1719           NA         NA  1.546520311 -0.106495284  2.6198758            NA
## 1830           NA         NA  2.101382726           NA  3.4112995  1.038819e+00
## 1172   1.94809634         NA  1.335533559           NA  2.7223107            NA
## 11951          NA         NA  2.993340746  1.198514462  4.4070491  9.281329e-01
## 1311   3.34957250         NA  1.128435118  0.530933944  3.4060674            NA
## 1313           NA         NA  1.095623084 -0.266757779  2.6530242  3.341514e-01
## 1353           NA         NA  1.015690231           NA  4.1596897  7.858891e-01
## 1360   4.31397273         NA  1.472373132  1.145273930         NA  1.612172e+00
## 1895           NA         NA  1.248067230           NA  2.0108112 -8.013053e-02
## 1983           NA -0.6560229           NA           NA         NA            NA
## 2248           NA         NA  1.964219030           NA         NA  1.167869e+00
## 2357  -3.99219476         NA -1.875259209           NA -4.4424172 -1.367519e+00
## 226    2.66426147         NA  1.042454632           NA  1.8036144  5.841555e-02
## 480            NA         NA  1.179543749 -0.723838694  3.5959783  3.060430e-01
## 845    3.14696463         NA  1.495312073  0.750014513  3.2588820  4.439540e-01
## 1552           NA         NA -0.558023534  0.075401519  1.6441517 -2.330604e-01
## 1609   4.57470168         NA  1.681245357  0.330238368  3.7481272  4.322529e-01
## 1703   1.17838153  1.3891349           NA           NA         NA            NA
## 1728           NA         NA  1.030243145  0.666182133  2.8877622            NA
## 2145           NA         NA  1.688365056           NA  2.9682372 -1.309974e+00
## 249    3.25485954         NA  1.823010216           NA  4.0010828  8.505658e-01
## 251    2.96337587         NA  0.662632151 -0.334127541  2.7737195            NA
## 506            NA         NA           NA -1.023496705         NA            NA
## 556   -2.23008386         NA -1.303282736  0.603647753 -2.8957967  3.195651e-01
## 1208           NA         NA  2.094213532  1.067441431  5.0800022  1.436241e-01
## 1283           NA         NA  2.008601197           NA  4.3590428            NA
## 1284   2.95175179         NA  0.158650070           NA  2.3261022            NA
## 2345           NA         NA -1.614057957 -0.628385346 -4.2218709 -4.427100e-01
## 2565           NA         NA -1.415183942 -1.034112762 -2.9148281            NA
## 317            NA         NA  1.327905839  0.067383657         NA  5.963701e-01
## 335            NA         NA  1.127393416           NA  3.3463295 -2.537670e-02
## 663   -5.15460909         NA -1.925589450 -1.046371923         NA -1.381154e+00
## 1333           NA         NA  2.860703840  1.568977516  4.9481425            NA
## 1475           NA         NA  1.349650290           NA  3.0146202  1.059154e+00
## 19961          NA  1.0618433           NA           NA         NA            NA
## 2113   1.05837114         NA -0.006297401           NA  1.3864169            NA
## 2368           NA         NA           NA -0.957542124 -4.6457969 -2.344351e-01
## 22             NA         NA  0.422718257           NA  4.5904856            NA
## 63             NA         NA  1.457272128           NA         NA            NA
## 168    3.04265057         NA  1.741356811  0.485547512  3.5326683  3.885105e-01
## 174    2.32465915         NA  0.275040948 -0.018227300         NA            NA
## 673   -1.45944904         NA -0.844921634           NA -2.1280753  3.320241e-01
## 1177           NA         NA  0.598443268 -0.577379846  2.2587688 -3.616241e-01
## 1180           NA         NA  2.482496362           NA         NA            NA
## 1260           NA         NA  0.031908237           NA  1.7960260 -1.226659e+00
## 1744           NA         NA  1.202034543 -0.041764477  2.3789004            NA
## 1759   3.44367790         NA  1.622446804  1.428207456  3.6277468  5.949900e-01
## 2222           NA         NA           NA  0.719455504  3.3686582            NA
## 2362  -3.05716387         NA -1.627667755 -0.022380217         NA -1.169235e+00
## 2530  -6.16484552         NA -2.257419522           NA -4.4025865            NA
## 2600           NA         NA -1.214915446 -0.342557274 -2.6546221 -7.894394e-01
## 2641           NA         NA -0.404566675           NA -2.6705428  9.193199e-02
## 7581   3.03104047         NA  1.693427041           NA  2.1839911            NA
## 1178           NA         NA  2.639411297  1.421375085  5.8777490 -1.766997e-01
## 1287   1.06064710         NA  0.360603091           NA  2.2881960 -4.181656e-01
## 1445           NA         NA           NA           NA  1.5804021  1.675261e+00
## 19561  2.90140254         NA  1.641188707           NA         NA  5.619054e-01
## 2229           NA         NA  1.336894382           NA  3.5958543  5.134415e-01
## 2246           NA         NA  1.123280883  0.782590468  3.6247292  9.888398e-01
## 2312           NA         NA  0.340842764  1.006556551         NA  1.039210e+00
## 2412           NA         NA  0.062562092           NA -1.7217372  6.335471e-01
## 173    2.14781107         NA  0.961598473           NA  2.1733100 -8.371808e-01
## 315            NA         NA  1.716210534           NA  3.4803935  3.962148e-01
## 376            NA         NA  0.410615485           NA  1.0092701            NA
## 1630           NA  1.1748629           NA           NA         NA            NA
## 1646           NA         NA  0.334210618 -0.003842204  3.3581494 -8.716866e-01
## 1683           NA         NA  0.685895528           NA  3.0879577            NA
## 1891           NA         NA  2.018650130  0.325108263  3.4343420 -1.193596e-01
## 1930           NA         NA           NA  2.422919376         NA  1.425675e+00
## 2007           NA         NA  0.659325585 -0.540192688  1.6073316            NA
## 2252           NA         NA           NA  1.419560018  4.2238361  3.252833e+00
## 2471           NA         NA -2.076604474           NA -3.8806945 -8.038392e-01
## 2511  -4.17848229         NA -2.596603206           NA -3.6381499            NA
## 152            NA         NA  0.565421541  0.040030146  3.2200433            NA
## 307            NA         NA  4.029890530  2.825156204         NA            NA
## 414            NA         NA  0.764084822 -0.393472536  2.7080356            NA
## 1185           NA         NA  0.682313995           NA  4.1303675 -1.041571e-01
## 1331   3.00721286         NA  0.973318814 -0.565203413         NA -3.850459e-01
## 1351   2.39213229         NA  0.133556701           NA  1.8811866 -1.138997e-01
## 1565   3.22916241  1.2846227  0.098517816           NA  4.4208623            NA
## 1718           NA  0.8598893           NA           NA         NA  7.605639e-01
## 1808   3.86736297  0.3545170           NA           NA         NA            NA
## 2013   3.68416207         NA  1.751273643 -1.172935388  3.2876114  7.584237e-02
## 2031           NA  0.7048781           NA           NA         NA            NA
## 2090           NA         NA  0.406042471 -1.034433377  2.1370893 -2.041130e-01
## 598   -4.19968023         NA -1.338448073 -0.965730703         NA -5.862237e-01
## 1155           NA         NA  1.711089713  1.843966894  4.2640502            NA
## 13581  4.12904783         NA  1.161573106           NA  2.4435741  1.357922e+00
## 1533           NA         NA  1.233351520           NA  3.1863613  6.170275e-01
## 2025           NA         NA  1.137350193 -0.231762364  3.4179700 -5.206935e-01
## 2035           NA         NA  1.088036459           NA  2.2528738  6.648329e-01
## 2307           NA         NA -2.538570261 -1.685916050 -4.7596915 -9.811658e-01
## 2498  -2.69663429         NA -1.235043374           NA         NA  8.563620e-02
## 5321  -2.79514512         NA -0.985289071           NA         NA -5.516859e-01
## 975    2.30990203         NA           NA           NA  3.5790583 -3.100522e-01
## 1040  -3.19222359         NA -1.926277415 -0.498108405         NA -4.687481e-01
## 1214           NA         NA  0.832427478           NA  4.0950804            NA
## 1612           NA  0.2707024           NA           NA         NA            NA
## 2006           NA  1.3986564           NA           NA         NA            NA
## 2338           NA         NA -1.565425728  0.181097596 -1.5442362  1.975704e-01
## 2504           NA         NA           NA -1.452036644 -5.1965794            NA
## 2536  -3.55222854         NA -1.681289928           NA -5.0765053 -1.245984e+00
## 279            NA         NA  1.079354261           NA  3.4256913  1.440967e-01
## 351    2.89100155         NA  1.129797190           NA         NA            NA
## 1336           NA         NA  1.012596633           NA  2.7010322 -1.553177e-01
## 13492          NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 1356           NA         NA -0.376809239           NA  1.4502502            NA
## 1417           NA         NA  0.511161200 -0.828468510  1.9782438 -9.374930e-01
## 15091          NA         NA  0.539210919           NA  2.0037420  5.099840e-02
## 1542           NA         NA           NA  0.072724739  1.8725804            NA
## 2055   1.74354906         NA  0.255240582           NA  2.5540387 -7.855589e-01
## 2273           NA         NA           NA -0.850693555  3.5521334            NA
## 2499           NA         NA -1.534666922 -0.631907727 -3.8691939 -3.194323e-01
## 2566           NA         NA -0.920694160 -0.536926864 -2.4338166 -4.905497e-01
## 51     3.46974606         NA  1.886964266  1.246986657  3.4391752  1.214546e+00
## 365            NA         NA  0.173688325 -0.991234177  1.2491573            NA
## 552            NA         NA -1.600962800           NA -2.5132902            NA
## 630            NA         NA -1.014682197 -0.794188049 -3.9869379  3.597188e-01
## 1493           NA         NA  0.237512307           NA  4.4881232            NA
## 1506           NA         NA  0.542224023           NA  1.7094810            NA
## 1514           NA  1.5283250           NA           NA         NA            NA
## 1925           NA         NA  0.508089255           NA  2.5003286            NA
## 2349           NA         NA -1.574475595 -0.638203999 -3.3105868            NA
## 2413           NA         NA -0.885228868 -1.774006302         NA  5.268028e-01
## 2629           NA         NA           NA -0.498990755 -4.1135102 -1.081372e+00
## 48     3.38194231         NA  0.713859714           NA         NA            NA
## 246            NA         NA  2.657360646  2.303155808  6.2774085  2.644384e+00
## 1428           NA         NA  1.638896977           NA         NA  1.751946e+00
## 14872  4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1503           NA         NA  1.099672314 -0.170683462  1.7644245            NA
## 16981          NA         NA  1.766206568           NA  3.1299639  3.480108e-01
## 1700           NA         NA  2.906302050  2.944093394  5.4033906            NA
## 2169   3.19133797  0.6149147           NA           NA         NA            NA
## 2178   1.53747879         NA -0.367522285           NA  1.1603150 -1.350186e+00
## 2626           NA         NA -1.489951204           NA -6.2599396 -1.451316e+00
## 3951           NA         NA  1.758964404           NA         NA  7.399828e-01
## 1270   4.00292369         NA           NA           NA  3.8748870            NA
## 1315   0.73959312         NA  0.106760144           NA         NA  2.703592e-02
## 1381           NA         NA  0.321288076           NA  3.4596797  3.496681e-02
## 16531  4.93380431  0.7175860           NA           NA         NA            NA
## 1661   4.11052355         NA  2.423151536  0.371622648  3.3373906  5.482953e-01
## 2027   2.66604580         NA  0.708993415           NA  2.4962078  7.998753e-01
## 2128           NA         NA  2.109465066           NA         NA  5.472473e-01
## 1220           NA         NA           NA  0.595894472  2.8273704  9.367826e-01
## 1369           NA  2.2024580           NA           NA         NA            NA
## 1392           NA         NA -0.466378246 -0.665938533  1.1009755            NA
## 1751           NA         NA  2.178926181           NA  3.8354190  9.464574e-01
## 1988           NA         NA  0.781588862 -0.137210415  2.1247442            NA
## 2153           NA         NA  0.030668982           NA  1.7097793 -8.230245e-01
## 2167   1.69286622         NA  0.466584943           NA         NA  1.116346e-01
## 2437  -3.45478800         NA -2.468993255           NA -4.0738027 -9.958959e-01
## 2454           NA         NA  0.402329285  1.564312666 -1.2271900  2.143862e+00
## 2578           NA         NA           NA -0.051703591         NA            NA
## 1097  -1.44738463 -1.2934559 -1.651599654 -0.565203299 -2.6676884  3.260579e-01
## 1209           NA         NA           NA  1.211947100         NA            NA
## 1335   3.10832590         NA  1.177004357           NA  2.2231029 -1.714323e+00
## 1975   2.40426301         NA  1.704465520           NA  2.1748486            NA
## 2187           NA         NA  1.854644005           NA         NA  8.754732e-01
## 2259   2.71533360         NA  0.382111693           NA  2.0920060            NA
## 2341           NA         NA -0.974360105           NA -2.7662427  7.600496e-02
## 2453           NA         NA -1.310296874  0.211161046 -2.8241211  2.115791e-01
## 2522  -3.63848508         NA -3.230039773           NA -4.2479208            NA
## 574   -5.36738871         NA           NA -1.681953884         NA -8.491932e-01
## 590   -3.88002408         NA -1.218679815           NA -3.4533919 -5.138734e-01
## 983            NA         NA  0.465137834  0.001090079  1.4231146            NA
## 1013  -4.71141753         NA -2.817037335 -1.958864109         NA -1.882338e+00
## 2076           NA  1.9083736           NA           NA         NA            NA
## 2158           NA         NA  1.278067189 -0.415050975  2.1507530            NA
## 2177           NA         NA           NA -0.193492986  2.8711789 -8.655279e-01
## 2324           NA         NA -0.993634185           NA -2.7830846            NA
## 182    3.41175150         NA           NA  2.166397236  4.7185295  1.226152e+00
## 212    3.00924763         NA  1.988454465  0.633057154         NA  6.657402e-01
## 333    2.15868195         NA  0.616392212 -0.140228089  2.5506703 -9.502246e-02
## 609   -2.64990817         NA -1.185874823           NA         NA -1.298035e-01
## 1162   2.62550829         NA  1.188186386 -0.370118733         NA -6.357477e-01
## 1286   2.10768277         NA  4.162782344 -0.419476198  1.9623137            NA
## 1426   2.58476028         NA  0.677827264  0.162039103         NA            NA
## 1611           NA         NA  0.734129462 -0.132069804  2.7865840  1.736549e-01
## 1882           NA         NA  1.568892215           NA  5.0645007  9.010067e-01
## 1958           NA         NA  0.658547965 -0.008489479  3.1393911 -1.709869e-01
## 2038           NA         NA  0.712858439           NA  3.0672849            NA
## 2467           NA         NA -1.573135640 -0.109302586 -2.8346591            NA
## 756    3.85876268         NA  1.424088232           NA         NA  1.361370e+00
## 780            NA         NA  1.599888188           NA  3.3789175  6.219576e-01
## 991            NA         NA           NA  0.563265726  2.6340150 -3.006322e-01
## 1305   2.60836251         NA  0.866411330           NA  3.0275480 -5.500591e-03
## 1373           NA  1.8580799           NA           NA         NA            NA
## 1459           NA         NA  0.826246395           NA  2.2252721  3.436534e-01
## 1594   3.76887293  1.7535040           NA           NA         NA            NA
## 1860           NA  1.4244804           NA           NA         NA            NA
## 613            NA         NA -1.862813939 -0.427552676 -3.8514117 -9.432282e-01
## 1108  -2.21342276         NA -1.479679607  0.287051152 -2.4188306  4.208027e-01
## 2279           NA         NA  1.384583634           NA  2.6223296            NA
## 2310  -4.12297819 -1.5997900           NA           NA         NA            NA
## 2333  -3.99852530         NA -2.661054245 -2.360223576         NA            NA
## 2348  -5.50803908         NA -2.577876817 -1.698516191         NA -1.866668e+00
## 2372           NA         NA           NA -0.855153940 -4.6155479 -1.448253e+00
## 2526           NA         NA           NA  1.034776316 -2.2437742            NA
## 2574           NA         NA -2.066208776  1.068062651 -3.3679450            NA
## 111    1.64147327         NA  0.526570993 -0.689922306  2.1663310 -1.142524e+00
## 1438   2.33263287         NA  0.716342457 -0.515359018  2.6913887            NA
## 15041          NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 1811           NA  2.0081681           NA           NA         NA            NA
## 2092           NA         NA  1.461174880  0.066181439         NA -2.527392e-01
## 2131           NA  1.3210175           NA           NA         NA            NA
## 2410           NA         NA -1.192635430           NA -2.4437572 -4.671492e-01
## 2539           NA         NA -0.707602627           NA         NA  5.797083e-01
## 1111   1.64147327         NA  0.526570993 -0.689922306  2.1663310 -1.142524e+00
## 14381  2.33263287         NA  0.716342457 -0.515359018  2.6913887            NA
## 15042          NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 18111          NA  2.0081681           NA           NA         NA            NA
## 20921          NA         NA  1.461174880  0.066181439         NA -2.527392e-01
## 21311          NA  1.3210175           NA           NA         NA            NA
## 24101          NA         NA -1.192635430           NA -2.4437572 -4.671492e-01
## 25391          NA         NA -0.707602627           NA         NA  5.797083e-01
## 529   -2.36303933         NA  0.483922789           NA         NA            NA
## 638            NA         NA           NA  0.065230729 -2.4315316  1.421417e-01
## 951            NA         NA  1.963960710           NA  4.9585785            NA
## 1505   2.76524707         NA  1.820768248           NA         NA            NA
## 1614           NA         NA  1.958678299           NA  3.3821037            NA
## 1927   3.66246368         NA  1.098961374  0.556614171         NA  1.135743e+00
## 2481  -4.34242335         NA -2.052073321           NA         NA -5.109512e-01
## 2590           NA         NA -1.941683750           NA         NA -8.497612e-01
## 467            NA         NA  0.639174392           NA  2.9314545 -3.968219e-01
##          HAA_CS     HAA_FC     HAA_EP     HAA_PO    HAA_ST      HAA_FS
## 479          NA  2.1389457         NA         NA        NA          NA
## 532          NA -2.7582295         NA         NA        NA          NA
## 1032         NA         NA         NA         NA        NA          NA
## 1042         NA         NA         NA         NA        NA          NA
## 1047         NA         NA         NA         NA        NA          NA
## 1964         NA         NA         NA -1.3157110  4.188038          NA
## 2148         NA         NA  2.3489338         NA        NA          NA
## 2154         NA         NA  0.3266638         NA        NA          NA
## 2192         NA  2.6249337         NA         NA  4.607867          NA
## 2241         NA         NA         NA         NA        NA          NA
## 447          NA         NA         NA         NA        NA  0.53643157
## 490          NA -3.0049987         NA         NA        NA          NA
## 496          NA -3.3478063         NA         NA        NA          NA
## 923          NA         NA         NA         NA        NA          NA
## 1038         NA         NA         NA         NA        NA          NA
## 1960         NA         NA  0.5035129         NA        NA          NA
## 1984         NA         NA         NA         NA        NA -0.27577302
## 1996         NA         NA  0.8753477         NA        NA          NA
## 2009         NA  2.2855063         NA         NA        NA          NA
## 2051         NA         NA         NA  0.9460067        NA          NA
## 2085         NA         NA         NA         NA  4.269762  0.46129396
## 342          NA         NA         NA         NA        NA          NA
## 362          NA         NA         NA         NA  3.677166 -0.40905814
## 896          NA         NA         NA         NA        NA          NA
## 1195         NA         NA         NA -2.9579695        NA          NA
## 1389         NA         NA         NA         NA        NA          NA
## 1393         NA         NA         NA         NA        NA          NA
## 1463         NA         NA         NA         NA        NA          NA
## 1767         NA         NA         NA         NA        NA          NA
## 2587         NA         NA         NA         NA        NA          NA
## 2607         NA         NA         NA         NA -5.113729          NA
## 137          NA         NA         NA -0.3324652        NA          NA
## 258          NA         NA         NA -1.2154086        NA          NA
## 377          NA         NA         NA         NA        NA          NA
## 1581         NA         NA  0.6195024         NA        NA          NA
## 1640         NA         NA         NA         NA        NA          NA
## 2382         NA         NA         NA         NA        NA          NA
## 2503         NA         NA         NA         NA        NA          NA
## 2622         NA         NA         NA         NA        NA          NA
## 69           NA  2.7166963         NA         NA        NA          NA
## 136          NA  2.9430018         NA         NA        NA          NA
## 1101         NA         NA         NA         NA        NA          NA
## 1268         NA         NA         NA         NA        NA          NA
## 1279         NA         NA         NA         NA        NA          NA
## 1308         NA  2.8793942         NA         NA        NA          NA
## 1324         NA         NA         NA         NA        NA          NA
## 1330         NA         NA         NA         NA        NA          NA
## 2104         NA         NA         NA         NA        NA          NA
## 2314         NA         NA         NA         NA        NA          NA
## 2381         NA         NA         NA         NA        NA          NA
## 55           NA         NA         NA         NA        NA          NA
## 1153         NA         NA         NA         NA        NA          NA
## 1439         NA         NA         NA         NA        NA          NA
## 1617         NA         NA         NA         NA        NA          NA
## 1653         NA         NA         NA         NA        NA          NA
## 1737         NA         NA         NA         NA        NA          NA
## 1926         NA  2.4813246         NA         NA        NA          NA
## 2300         NA         NA         NA         NA        NA          NA
## 238          NA         NA         NA         NA  4.684259          NA
## 1077         NA         NA         NA         NA        NA          NA
## 1159         NA  1.6031255         NA         NA        NA          NA
## 1253         NA         NA         NA         NA        NA          NA
## 1387         NA         NA         NA         NA        NA          NA
## 1450         NA         NA         NA         NA        NA          NA
## 1915         NA         NA         NA         NA        NA          NA
## 2483         NA         NA         NA         NA        NA          NA
## 612          NA         NA         NA         NA        NA          NA
## 1229         NA         NA         NA         NA        NA          NA
## 1231         NA  1.7986299         NA         NA        NA          NA
## 1349         NA         NA         NA         NA        NA          NA
## 1553         NA         NA         NA         NA        NA          NA
## 1660         NA         NA         NA         NA        NA          NA
## 1663         NA  3.3499599         NA         NA        NA          NA
## 1959         NA         NA  0.3567508         NA        NA          NA
## 6121         NA         NA         NA         NA        NA          NA
## 12291        NA         NA         NA         NA        NA          NA
## 12311        NA  1.7986299         NA         NA        NA          NA
## 13491        NA         NA         NA         NA        NA          NA
## 15531        NA         NA         NA         NA        NA          NA
## 16601        NA         NA         NA         NA        NA          NA
## 16631        NA  3.3499599         NA         NA        NA          NA
## 19591        NA         NA  0.3567508         NA        NA          NA
## 476          NA  3.2205789         NA         NA  4.786528          NA
## 527          NA         NA         NA         NA        NA          NA
## 576          NA -2.3668276         NA         NA        NA          NA
## 2047         NA         NA         NA         NA        NA          NA
## 2118         NA         NA         NA         NA        NA          NA
## 2133         NA  3.8103034         NA         NA        NA          NA
## 2134         NA         NA         NA         NA        NA          NA
## 2139         NA         NA         NA         NA        NA          NA
## 2181         NA         NA         NA         NA        NA          NA
## 2190         NA  2.6524883         NA         NA        NA          NA
## 2205         NA  1.1168954         NA         NA        NA          NA
## 2206         NA         NA         NA         NA  4.469062          NA
## 758          NA  2.8347105         NA         NA  4.193072  1.14766456
## 820          NA  1.9098456         NA  3.0902414  5.277167          NA
## 1535         NA         NA         NA         NA        NA          NA
## 1546         NA         NA         NA         NA        NA          NA
## 1555         NA  1.8942563         NA         NA        NA          NA
## 1618         NA  3.6970830         NA         NA        NA          NA
## 1684         NA         NA         NA         NA        NA          NA
## 1740         NA         NA         NA         NA        NA          NA
## 1746         NA         NA         NA         NA        NA          NA
## 2515         NA         NA         NA         NA        NA          NA
## 2577         NA         NA         NA         NA        NA          NA
## 537          NA -3.7119264         NA         NA        NA          NA
## 960          NA         NA         NA         NA        NA          NA
## 1068         NA -2.3382716         NA         NA        NA          NA
## 12531        NA         NA         NA         NA        NA          NA
## 1301         NA  3.5592812         NA         NA        NA          NA
## 1487         NA         NA         NA         NA        NA  0.93019717
## 1508         NA  2.1940265         NA         NA        NA          NA
## 1735         NA         NA         NA         NA        NA          NA
## 2294         NA         NA         NA         NA        NA          NA
## 805          NA         NA         NA         NA        NA          NA
## 1563         NA  2.6145627         NA         NA        NA  0.09092055
## 1576         NA         NA         NA         NA        NA          NA
## 1578         NA         NA         NA         NA        NA  1.05249985
## 1588         NA         NA         NA         NA        NA          NA
## 1606         NA         NA         NA         NA  3.615998          NA
## 1644         NA         NA         NA         NA        NA          NA
## 1650         NA  2.7676708         NA         NA        NA          NA
## 1655         NA         NA         NA         NA        NA          NA
## 1679         NA         NA         NA         NA        NA          NA
## 1698         NA         NA         NA         NA        NA          NA
## 1712         NA         NA  2.0465029         NA        NA          NA
## 1722         NA         NA         NA         NA        NA          NA
## 1745         NA         NA         NA         NA        NA          NA
## 2562         NA         NA         NA         NA -6.626586          NA
## 366          NA  2.1427940         NA         NA  3.195277          NA
## 389          NA         NA         NA         NA  2.568121          NA
## 424          NA  3.5898297         NA         NA        NA          NA
## 1627         NA         NA  1.8695409         NA        NA          NA
## 1668         NA  2.3483504         NA         NA        NA          NA
## 2123         NA         NA         NA         NA        NA          NA
## 2146         NA         NA         NA         NA  4.036221          NA
## 21811        NA         NA         NA         NA        NA          NA
## 231          NA  2.7451638         NA         NA        NA          NA
## 592          NA         NA         NA         NA        NA          NA
## 813          NA         NA         NA         NA        NA          NA
## 1088         NA -1.5684899         NA         NA        NA          NA
## 1449         NA         NA         NA         NA        NA          NA
## 1670         NA         NA         NA         NA        NA          NA
## 1945         NA         NA         NA         NA        NA  0.86352172
## 2306         NA         NA         NA         NA        NA          NA
## 2527         NA -2.9766799         NA         NA -4.402762          NA
## 340          NA  3.2398908         NA         NA  5.416940          NA
## 429          NA  2.5738569         NA         NA        NA          NA
## 807          NA         NA         NA         NA        NA          NA
## 9231         NA         NA         NA         NA        NA          NA
## 1867         NA         NA         NA         NA        NA          NA
## 1956         NA         NA         NA         NA  4.342779          NA
## 2334         NA         NA         NA         NA        NA          NA
## 2450         NA         NA         NA         NA        NA          NA
## 372    4.120925  3.8198029         NA  3.2055139        NA          NA
## 412          NA  2.3623686         NA         NA        NA          NA
## 775          NA  0.4152129         NA         NA        NA          NA
## 1358         NA         NA         NA         NA        NA          NA
## 1448         NA         NA         NA         NA        NA          NA
## 1899         NA  2.6491988         NA         NA        NA          NA
## 1939         NA         NA  2.1586192         NA        NA          NA
## 2302         NA         NA         NA         NA        NA          NA
## 347          NA         NA         NA         NA        NA          NA
## 743          NA         NA         NA         NA        NA          NA
## 1374         NA         NA         NA         NA        NA          NA
## 1376         NA  1.1031197         NA         NA        NA          NA
## 14871        NA         NA         NA         NA        NA  0.93019717
## 1509         NA         NA         NA         NA        NA          NA
## 1874         NA         NA  1.2633225         NA        NA          NA
## 2270         NA         NA         NA         NA        NA          NA
## 711          NA         NA         NA         NA        NA          NA
## 10421        NA         NA         NA         NA        NA          NA
## 1161         NA  3.3469374         NA         NA        NA          NA
## 1235         NA         NA         NA         NA        NA          NA
## 1300         NA         NA         NA         NA        NA          NA
## 1320         NA         NA         NA         NA        NA          NA
## 2238         NA  3.4362566         NA         NA        NA          NA
## 2569         NA -3.3449370         NA         NA -4.488817          NA
## 395          NA         NA         NA         NA        NA          NA
## 1429         NA         NA         NA         NA        NA          NA
## 1440         NA         NA         NA         NA        NA          NA
## 1443   1.855530         NA         NA         NA        NA          NA
## 1474         NA         NA         NA         NA        NA  0.25675935
## 1501         NA         NA         NA         NA        NA          NA
## 1502         NA         NA         NA         NA        NA  1.50996009
## 1504         NA         NA         NA         NA        NA          NA
## 1516         NA  0.5831288         NA         NA        NA          NA
## 1922         NA         NA         NA         NA        NA          NA
## 222          NA         NA         NA         NA        NA          NA
## 4791         NA  2.1389457         NA         NA        NA          NA
## 1254         NA         NA         NA         NA        NA          NA
## 1343         NA         NA         NA         NA        NA          NA
## 1671         NA         NA         NA         NA        NA  0.32462349
## 1705         NA         NA         NA         NA        NA  0.88455444
## 1719         NA         NA         NA         NA        NA          NA
## 1830         NA         NA         NA         NA        NA          NA
## 1172         NA         NA         NA         NA        NA          NA
## 11951        NA         NA         NA -2.9579695        NA          NA
## 1311         NA         NA         NA         NA        NA          NA
## 1313         NA         NA         NA         NA        NA          NA
## 1353         NA         NA         NA         NA        NA          NA
## 1360         NA         NA         NA  3.5077470        NA          NA
## 1895         NA         NA         NA         NA        NA          NA
## 1983         NA         NA  2.8014007         NA        NA          NA
## 2248         NA         NA         NA         NA  4.418329          NA
## 2357         NA         NA         NA         NA        NA          NA
## 226          NA         NA         NA         NA        NA          NA
## 480          NA  2.6272914         NA         NA        NA          NA
## 845          NA         NA         NA         NA        NA          NA
## 1552         NA         NA         NA         NA        NA          NA
## 1609         NA         NA         NA         NA        NA          NA
## 1703         NA         NA         NA         NA        NA          NA
## 1728         NA         NA         NA         NA        NA  0.69539648
## 2145         NA         NA         NA         NA        NA          NA
## 249          NA         NA         NA         NA        NA          NA
## 251          NA         NA         NA         NA        NA          NA
## 506          NA -2.3275027         NA         NA        NA          NA
## 556          NA         NA         NA         NA        NA          NA
## 1208         NA         NA         NA         NA        NA          NA
## 1283         NA         NA         NA         NA        NA          NA
## 1284         NA         NA         NA         NA        NA -1.01430971
## 2345         NA         NA         NA         NA        NA          NA
## 2565         NA         NA         NA         NA        NA          NA
## 317          NA  2.8055034         NA         NA  4.462380          NA
## 335          NA         NA         NA         NA        NA          NA
## 663          NA         NA         NA         NA        NA          NA
## 1333         NA         NA         NA         NA        NA          NA
## 1475         NA         NA         NA         NA        NA          NA
## 19961        NA         NA  0.8753477         NA        NA          NA
## 2113         NA         NA         NA         NA        NA          NA
## 2368         NA         NA         NA         NA        NA          NA
## 22           NA  2.6580546         NA         NA        NA          NA
## 63           NA         NA         NA         NA        NA          NA
## 168          NA         NA         NA         NA        NA          NA
## 174          NA  2.4021500         NA         NA        NA          NA
## 673          NA -2.5503416         NA         NA        NA          NA
## 1177         NA  2.5517430         NA         NA        NA          NA
## 1180         NA         NA         NA         NA        NA          NA
## 1260         NA         NA         NA         NA  1.900370          NA
## 1744         NA         NA         NA         NA        NA          NA
## 1759         NA         NA         NA         NA        NA          NA
## 2222         NA         NA         NA         NA        NA          NA
## 2362         NA         NA         NA         NA        NA          NA
## 2530         NA         NA         NA         NA        NA          NA
## 2600         NA         NA         NA         NA        NA          NA
## 2641         NA         NA         NA         NA        NA          NA
## 7581         NA  2.8347105         NA         NA  4.193072  1.14766456
## 1178         NA         NA         NA         NA        NA          NA
## 1287         NA  1.3730721         NA         NA        NA          NA
## 1445         NA         NA         NA         NA        NA          NA
## 19561        NA         NA         NA         NA  4.342779          NA
## 2229         NA         NA         NA         NA        NA          NA
## 2246         NA         NA         NA         NA        NA          NA
## 2312         NA -2.5145980         NA         NA        NA          NA
## 2412         NA         NA         NA         NA        NA          NA
## 173          NA         NA         NA         NA  3.166097          NA
## 315          NA         NA         NA         NA        NA          NA
## 376          NA         NA         NA         NA        NA          NA
## 1630         NA         NA  1.0153910         NA        NA          NA
## 1646         NA         NA         NA         NA        NA          NA
## 1683         NA         NA         NA  4.0029100        NA  1.27305524
## 1891         NA         NA         NA         NA        NA          NA
## 1930         NA  4.0255123         NA         NA  4.830891          NA
## 2007         NA         NA         NA         NA  3.418978          NA
## 2252         NA         NA         NA         NA        NA          NA
## 2471         NA         NA         NA         NA        NA          NA
## 2511         NA         NA         NA         NA        NA          NA
## 152          NA  2.7046740         NA         NA        NA          NA
## 307          NA         NA         NA         NA  6.341029          NA
## 414          NA  1.7460960         NA         NA        NA          NA
## 1185         NA  2.5297335         NA         NA        NA          NA
## 1331         NA  2.0143625         NA         NA        NA          NA
## 1351         NA         NA         NA         NA        NA          NA
## 1565         NA         NA -0.7412424         NA        NA          NA
## 1718         NA         NA         NA         NA        NA          NA
## 1808         NA         NA  1.5063247         NA        NA          NA
## 2013         NA         NA         NA         NA        NA          NA
## 2031         NA         NA  1.0442739         NA        NA          NA
## 2090         NA         NA         NA         NA        NA          NA
## 598          NA -2.7308310         NA         NA        NA          NA
## 1155         NA         NA         NA         NA        NA          NA
## 13581        NA         NA         NA         NA        NA          NA
## 1533         NA  2.9873790         NA         NA        NA          NA
## 2025         NA  2.9080706         NA         NA        NA          NA
## 2035         NA         NA         NA         NA        NA          NA
## 2307         NA         NA         NA         NA        NA          NA
## 2498         NA -2.6234368         NA         NA        NA          NA
## 5321         NA -2.7582295         NA         NA        NA          NA
## 975          NA         NA         NA         NA        NA          NA
## 1040         NA         NA         NA         NA        NA          NA
## 1214         NA  2.2661521         NA         NA        NA          NA
## 1612         NA         NA         NA         NA        NA          NA
## 2006         NA         NA         NA         NA        NA          NA
## 2338         NA -2.3072718         NA         NA        NA          NA
## 2504         NA         NA         NA         NA        NA          NA
## 2536         NA         NA         NA         NA        NA          NA
## 279          NA         NA         NA         NA  3.882797          NA
## 351          NA  2.6022528         NA         NA        NA  0.26586185
## 1336         NA         NA         NA         NA        NA          NA
## 13492        NA         NA         NA         NA        NA          NA
## 1356         NA         NA         NA         NA        NA -0.71030149
## 1417         NA         NA         NA         NA        NA          NA
## 15091        NA         NA         NA         NA        NA          NA
## 1542         NA  2.1473916         NA         NA        NA          NA
## 2055         NA         NA         NA         NA        NA          NA
## 2273         NA         NA         NA         NA        NA          NA
## 2499         NA         NA         NA         NA        NA          NA
## 2566         NA -3.2821037         NA         NA        NA          NA
## 51           NA  3.5027059         NA         NA        NA          NA
## 365          NA         NA         NA         NA        NA  0.02233579
## 552          NA         NA         NA         NA        NA -0.02385083
## 630          NA -2.8363800         NA         NA        NA          NA
## 1493         NA         NA         NA         NA        NA          NA
## 1506         NA  1.1773673         NA         NA        NA          NA
## 1514         NA         NA         NA         NA        NA          NA
## 1925         NA         NA         NA         NA        NA  0.28069440
## 2349         NA         NA         NA         NA        NA          NA
## 2413         NA         NA         NA         NA        NA          NA
## 2629         NA         NA         NA         NA        NA          NA
## 48           NA         NA         NA         NA        NA          NA
## 246          NA         NA         NA         NA        NA          NA
## 1428         NA         NA         NA         NA        NA          NA
## 14872        NA         NA         NA         NA        NA  0.93019717
## 1503         NA         NA         NA         NA        NA          NA
## 16981        NA         NA         NA         NA        NA          NA
## 1700         NA         NA         NA  4.3639386        NA          NA
## 2169         NA         NA  0.2410821         NA        NA          NA
## 2178         NA         NA         NA         NA        NA          NA
## 2626         NA         NA         NA         NA        NA          NA
## 3951         NA         NA         NA         NA        NA          NA
## 1270         NA  3.2588471         NA         NA        NA          NA
## 1315         NA         NA         NA         NA        NA          NA
## 1381         NA         NA         NA         NA        NA          NA
## 16531        NA         NA         NA         NA        NA          NA
## 1661         NA         NA         NA         NA        NA          NA
## 2027         NA         NA         NA         NA        NA          NA
## 2128         NA         NA         NA         NA  4.978864          NA
## 1220         NA         NA         NA         NA        NA          NA
## 1369         NA         NA  2.3191328         NA        NA          NA
## 1392         NA         NA         NA         NA        NA          NA
## 1751         NA         NA         NA         NA        NA          NA
## 1988         NA         NA         NA         NA  3.573595          NA
## 2153         NA         NA         NA         NA        NA          NA
## 2167         NA         NA         NA         NA        NA          NA
## 2437         NA         NA         NA         NA        NA          NA
## 2454         NA         NA         NA         NA -2.905988          NA
## 2578         NA -2.2458515         NA         NA        NA          NA
## 1097         NA         NA         NA         NA        NA  0.16178656
## 1209         NA         NA         NA         NA  5.729482          NA
## 1335         NA         NA         NA         NA        NA          NA
## 1975         NA         NA         NA         NA        NA          NA
## 2187         NA  3.1193539         NA         NA  4.655778          NA
## 2259         NA         NA         NA         NA  3.110227          NA
## 2341         NA         NA         NA         NA        NA          NA
## 2453         NA         NA         NA         NA        NA          NA
## 2522         NA         NA         NA         NA        NA          NA
## 574          NA -3.9483812         NA         NA        NA          NA
## 590          NA         NA         NA         NA        NA          NA
## 983          NA         NA         NA         NA        NA  0.17920816
## 1013  -5.010891 -3.9205033         NA         NA        NA          NA
## 2076         NA         NA -0.8127788         NA        NA          NA
## 2158         NA         NA         NA         NA        NA          NA
## 2177         NA         NA         NA         NA        NA          NA
## 2324         NA         NA         NA         NA        NA          NA
## 182          NA  3.5042803         NA         NA        NA  2.39041126
## 212          NA  2.9628026         NA         NA        NA          NA
## 333          NA         NA         NA         NA        NA          NA
## 609          NA         NA         NA         NA        NA          NA
## 1162         NA  2.6091605         NA         NA        NA          NA
## 1286         NA         NA         NA         NA        NA          NA
## 1426         NA         NA         NA         NA        NA          NA
## 1611         NA         NA         NA         NA        NA          NA
## 1882         NA         NA         NA         NA        NA          NA
## 1958         NA         NA         NA         NA        NA          NA
## 2038         NA         NA         NA         NA        NA  1.16597897
## 2467         NA         NA         NA         NA        NA          NA
## 756          NA         NA         NA         NA        NA          NA
## 780          NA         NA         NA         NA        NA          NA
## 991          NA         NA         NA         NA  3.462193          NA
## 1305         NA         NA         NA         NA        NA          NA
## 1373         NA         NA         NA         NA        NA          NA
## 1459         NA  2.2637301         NA         NA        NA          NA
## 1594         NA         NA         NA         NA        NA          NA
## 1860         NA         NA  1.4014558         NA        NA          NA
## 613          NA         NA         NA         NA        NA          NA
## 1108         NA         NA         NA         NA -3.403296          NA
## 2279         NA         NA         NA         NA        NA          NA
## 2310         NA         NA         NA         NA        NA          NA
## 2333         NA         NA         NA         NA        NA          NA
## 2348         NA         NA         NA         NA        NA          NA
## 2372         NA         NA         NA         NA        NA          NA
## 2526         NA         NA         NA         NA        NA          NA
## 2574         NA -2.9895965         NA         NA        NA          NA
## 111          NA         NA         NA         NA        NA          NA
## 1438         NA         NA         NA         NA        NA          NA
## 15041        NA         NA         NA         NA        NA          NA
## 1811         NA         NA  0.3823634         NA        NA          NA
## 2092         NA  1.9812351         NA         NA  4.325647          NA
## 2131         NA         NA  1.6342923         NA        NA          NA
## 2410         NA         NA         NA         NA        NA          NA
## 2539         NA         NA         NA         NA        NA          NA
## 1111         NA         NA         NA         NA        NA          NA
## 14381        NA         NA         NA         NA        NA          NA
## 15042        NA         NA         NA         NA        NA          NA
## 18111        NA         NA  0.3823634         NA        NA          NA
## 20921        NA  1.9812351         NA         NA  4.325647          NA
## 21311        NA         NA  1.6342923         NA        NA          NA
## 24101        NA         NA         NA         NA        NA          NA
## 25391        NA         NA         NA         NA        NA          NA
## 529          NA         NA         NA         NA        NA          NA
## 638          NA         NA         NA         NA -3.467370          NA
## 951          NA  2.3354529         NA         NA        NA  0.79072087
## 1505         NA         NA         NA         NA        NA          NA
## 1614         NA  3.3408162         NA         NA        NA          NA
## 1927         NA  2.8201122         NA         NA        NA          NA
## 2481         NA         NA         NA         NA -5.247035          NA
## 2590         NA -3.4831094         NA         NA        NA          NA
## 467          NA         NA         NA         NA        NA          NA
##           HAA_KC   HAA_SV HAA_NA HAA_FO   HAA_KN HAA_SC Pit_plus_CH Pit_plus_CU
## 479           NA       NA     NA     NA       NA     NA    77.24591          NA
## 532           NA       NA     NA     NA       NA     NA    86.70031    98.81991
## 1032          NA       NA     NA     NA       NA     NA    93.94217    97.14731
## 1042          NA       NA     NA     NA       NA     NA    93.25909          NA
## 1047          NA       NA     NA     NA       NA     NA    97.20000    84.40000
## 1964          NA       NA     NA     NA       NA     NA    87.02308          NA
## 2148          NA       NA     NA     NA       NA     NA          NA    58.00000
## 2154          NA       NA     NA     NA       NA     NA          NA          NA
## 2192          NA       NA     NA     NA       NA     NA    95.77333          NA
## 2241          NA       NA     NA     NA       NA     NA    86.05135          NA
## 447           NA       NA     NA     NA       NA     NA          NA          NA
## 490   -3.8001323       NA     NA     NA       NA     NA    94.67623          NA
## 496           NA       NA     NA     NA       NA     NA    91.93149   104.85785
## 923    2.0647750       NA     NA     NA       NA     NA    92.20494          NA
## 1038          NA       NA     NA     NA       NA     NA    96.45983   111.16118
## 1960          NA       NA     NA     NA       NA     NA          NA          NA
## 1984          NA       NA     NA     NA       NA     NA          NA          NA
## 1996          NA       NA     NA     NA       NA     NA          NA          NA
## 2009          NA       NA     NA     NA       NA     NA   128.96667          NA
## 2051          NA       NA     NA     NA       NA     NA          NA          NA
## 2085          NA       NA     NA     NA       NA     NA          NA   126.76667
## 342           NA       NA     NA     NA       NA     NA   109.70725          NA
## 362           NA       NA     NA     NA       NA     NA          NA          NA
## 896           NA       NA     NA     NA       NA     NA    76.09000    72.40000
## 1195          NA       NA     NA     NA       NA     NA    90.96333          NA
## 1389          NA       NA     NA     NA       NA     NA          NA          NA
## 1393          NA       NA     NA     NA       NA     NA          NA    99.40000
## 1463          NA       NA     NA     NA       NA     NA   107.52768          NA
## 1767          NA       NA     NA     NA       NA     NA   111.30000          NA
## 2587          NA       NA     NA     NA       NA     NA          NA          NA
## 2607          NA       NA     NA     NA       NA     NA    78.82500          NA
## 137           NA       NA     NA     NA       NA     NA   102.99986    97.78005
## 258    1.8169496       NA     NA     NA       NA     NA    98.23054          NA
## 377           NA       NA     NA     NA       NA     NA    98.47611          NA
## 1581          NA       NA     NA     NA       NA     NA          NA          NA
## 1640          NA       NA     NA     NA       NA     NA          NA   110.89444
## 2382          NA       NA     NA     NA       NA     NA          NA   106.55309
## 2503          NA       NA     NA     NA       NA     NA          NA   101.78246
## 2622          NA       NA     NA     NA       NA     NA    52.67500    83.11389
## 69            NA       NA     NA     NA       NA     NA          NA          NA
## 136           NA       NA     NA     NA       NA     NA    99.58088   100.15882
## 1101          NA       NA     NA     NA       NA     NA    95.86898          NA
## 1268   2.2943944       NA     NA     NA       NA     NA    97.41797          NA
## 1279          NA       NA     NA     NA       NA     NA   104.19498          NA
## 1308   2.5664907       NA     NA     NA       NA     NA          NA          NA
## 1324          NA       NA     NA     NA       NA     NA          NA          NA
## 1330          NA       NA     NA     NA       NA     NA    94.58673    92.22952
## 2104          NA       NA     NA     NA       NA     NA    61.10000          NA
## 2314          NA       NA     NA     NA       NA     NA          NA          NA
## 2381          NA       NA     NA     NA       NA     NA          NA    92.84000
## 55            NA       NA     NA     NA       NA     NA    92.55783    89.16667
## 1153          NA       NA     NA     NA       NA     NA   120.08571          NA
## 1439          NA       NA     NA     NA       NA     NA          NA          NA
## 1617          NA       NA     NA     NA       NA     NA    88.25556   103.46757
## 1653          NA       NA     NA     NA       NA     NA          NA    52.80000
## 1737          NA       NA     NA     NA       NA     NA   106.49509          NA
## 1926          NA       NA     NA     NA       NA     NA   110.86190   107.84444
## 2300          NA       NA     NA     NA       NA     NA          NA    73.50000
## 238           NA       NA     NA     NA       NA     NA    91.08139    99.05069
## 1077          NA       NA     NA     NA       NA     NA    94.94324    81.84107
## 1159          NA       NA     NA     NA       NA     NA          NA          NA
## 1253          NA       NA     NA     NA       NA     NA          NA          NA
## 1387          NA       NA     NA     NA       NA     NA   113.32432          NA
## 1450          NA       NA     NA     NA       NA     NA    79.70000          NA
## 1915          NA       NA     NA     NA       NA     NA   155.40000          NA
## 2483          NA       NA     NA     NA       NA     NA          NA          NA
## 612           NA       NA     NA     NA       NA     NA    95.27496   102.84007
## 1229          NA       NA     NA     NA       NA     NA          NA          NA
## 1231          NA       NA     NA     NA       NA     NA    68.67500    93.81538
## 1349          NA       NA     NA     NA       NA     NA    98.20506          NA
## 1553          NA       NA     NA     NA       NA     NA    98.94167          NA
## 1660          NA       NA     NA     NA       NA     NA    56.20000          NA
## 1663          NA       NA     NA     NA       NA     NA    91.39595          NA
## 1959          NA       NA     NA     NA       NA     NA          NA          NA
## 6121          NA       NA     NA     NA       NA     NA    95.27496   102.84007
## 12291         NA       NA     NA     NA       NA     NA          NA          NA
## 12311         NA       NA     NA     NA       NA     NA    68.67500    93.81538
## 13491         NA       NA     NA     NA       NA     NA    98.20506          NA
## 15531         NA       NA     NA     NA       NA     NA    98.94167          NA
## 16601         NA       NA     NA     NA       NA     NA    56.20000          NA
## 16631         NA       NA     NA     NA       NA     NA    91.39595          NA
## 19591         NA       NA     NA     NA       NA     NA          NA          NA
## 476           NA       NA     NA     NA       NA     NA    90.58154          NA
## 527           NA       NA     NA     NA       NA     NA          NA   106.50980
## 576           NA       NA     NA     NA       NA     NA   100.67108    89.00314
## 2047          NA       NA     NA     NA       NA     NA          NA          NA
## 2118          NA       NA     NA     NA       NA     NA    89.96333          NA
## 2133          NA       NA     NA     NA       NA     NA   101.57682          NA
## 2134          NA       NA     NA     NA       NA     NA          NA          NA
## 2139          NA       NA     NA     NA       NA     NA    55.13333          NA
## 2181          NA       NA     NA     NA       NA     NA          NA          NA
## 2190          NA       NA     NA     NA       NA     NA    75.48000    85.73824
## 2205          NA       NA     NA     NA       NA     NA          NA          NA
## 2206          NA       NA     NA     NA       NA     NA    97.85041          NA
## 758           NA       NA     NA     NA       NA     NA          NA    99.75278
## 820           NA       NA     NA     NA       NA     NA   103.34764    99.29924
## 1535          NA       NA     NA     NA       NA     NA          NA    93.34907
## 1546          NA       NA     NA     NA       NA     NA          NA   101.06200
## 1555          NA       NA     NA     NA       NA     NA    90.26918          NA
## 1618          NA       NA     NA     NA       NA     NA          NA          NA
## 1684   3.1765422       NA     NA     NA       NA     NA          NA          NA
## 1740          NA       NA     NA     NA       NA     NA    59.40833          NA
## 1746          NA       NA     NA     NA       NA     NA   107.02000          NA
## 2515          NA       NA     NA     NA       NA     NA          NA          NA
## 2577          NA       NA     NA     NA       NA     NA    98.58824          NA
## 537           NA       NA     NA     NA       NA     NA    90.08429          NA
## 960    1.9220700       NA     NA     NA       NA     NA    77.88081          NA
## 1068          NA       NA     NA     NA       NA     NA    93.50426   109.42530
## 12531         NA       NA     NA     NA       NA     NA          NA          NA
## 1301          NA       NA     NA     NA       NA     NA    87.16000          NA
## 1487          NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1508          NA       NA     NA     NA       NA     NA          NA          NA
## 1735          NA       NA     NA     NA       NA     NA   110.84167   104.74167
## 2294          NA       NA     NA     NA       NA     NA          NA          NA
## 805           NA       NA     NA     NA       NA     NA    95.90000   110.20000
## 1563   2.5377454       NA     NA     NA       NA     NA    96.81196          NA
## 1576          NA       NA     NA     NA       NA     NA          NA          NA
## 1578          NA       NA     NA     NA       NA     NA          NA          NA
## 1588          NA       NA     NA     NA       NA     NA          NA    97.30000
## 1606          NA       NA     NA     NA       NA     NA   104.56403          NA
## 1644          NA       NA     NA     NA       NA     NA          NA   126.80000
## 1650          NA       NA     NA     NA       NA     NA          NA          NA
## 1655          NA       NA     NA     NA       NA     NA          NA          NA
## 1679          NA       NA     NA     NA       NA     NA    93.60968          NA
## 1698          NA       NA     NA     NA       NA     NA   108.75122          NA
## 1712          NA       NA     NA     NA       NA     NA          NA          NA
## 1722          NA       NA     NA     NA       NA     NA    64.35714          NA
## 1745          NA       NA     NA     NA       NA     NA   109.90381          NA
## 2562          NA       NA     NA     NA       NA     NA    80.82818          NA
## 366           NA       NA     NA     NA       NA     NA   100.32879   101.40493
## 389           NA       NA     NA     NA       NA     NA   107.15416          NA
## 424           NA       NA     NA     NA       NA     NA          NA   118.95626
## 1627          NA       NA     NA     NA       NA     NA          NA          NA
## 1668          NA       NA     NA     NA       NA     NA    61.80000          NA
## 2123          NA       NA     NA     NA       NA     NA          NA          NA
## 2146          NA       NA     NA     NA       NA     NA    76.93889          NA
## 21811         NA       NA     NA     NA       NA     NA          NA          NA
## 231           NA       NA     NA     NA       NA     NA    92.48500   110.51250
## 592           NA       NA     NA     NA       NA     NA    91.24094          NA
## 813           NA       NA     NA     NA       NA     NA    86.10000    79.10000
## 1088          NA       NA     NA     NA       NA     NA   111.18793    88.85455
## 1449          NA       NA     NA     NA       NA     NA   106.67266          NA
## 1670          NA       NA     NA     NA       NA     NA    99.25924          NA
## 1945          NA       NA     NA     NA       NA     NA          NA          NA
## 2306          NA       NA     NA     NA       NA     NA   101.90000   180.10000
## 2527          NA       NA     NA     NA       NA     NA    99.61514          NA
## 340           NA       NA     NA     NA       NA     NA          NA          NA
## 429           NA       NA     NA     NA       NA     NA    86.77282    85.36469
## 807           NA       NA     NA     NA       NA     NA   100.16104   123.11667
## 9231   2.0647750       NA     NA     NA       NA     NA    92.20494          NA
## 1867          NA       NA     NA     NA       NA     NA   101.54000   111.10000
## 1956          NA       NA     NA     NA       NA     NA    91.62500    89.27917
## 2334          NA       NA     NA     NA       NA     NA          NA    65.80000
## 2450          NA       NA     NA     NA       NA     NA   100.03620          NA
## 372    4.2110959       NA     NA     NA       NA     NA          NA          NA
## 412           NA 3.734554     NA     NA       NA     NA    74.13663   100.09793
## 775           NA       NA     NA     NA       NA     NA   113.86364   104.20769
## 1358          NA       NA     NA     NA       NA     NA    54.40000    63.60000
## 1448          NA       NA     NA     NA       NA     NA    88.47615          NA
## 1899          NA       NA     NA     NA       NA     NA    72.00000    44.70000
## 1939          NA       NA     NA     NA       NA     NA          NA    42.40000
## 2302          NA       NA     NA     NA       NA     NA          NA          NA
## 347           NA       NA     NA     NA       NA     NA          NA          NA
## 743           NA       NA     NA     NA       NA     NA   106.48915    97.71392
## 1374          NA       NA     NA     NA       NA     NA          NA          NA
## 1376          NA       NA     NA     NA       NA     NA    99.35484    93.30980
## 14871         NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1509          NA       NA     NA     NA       NA     NA    94.88571          NA
## 1874          NA       NA     NA     NA       NA     NA          NA          NA
## 2270          NA       NA     NA     NA       NA     NA    82.75610          NA
## 711    3.4210322       NA     NA     NA       NA     NA   104.16342          NA
## 10421         NA       NA     NA     NA       NA     NA    93.25909          NA
## 1161   3.3018798       NA     NA     NA       NA     NA          NA          NA
## 1235          NA       NA     NA     NA       NA     NA          NA   101.22735
## 1300          NA       NA     NA     NA       NA     NA          NA          NA
## 1320          NA       NA     NA     NA       NA     NA    97.75161          NA
## 2238          NA       NA     NA     NA       NA     NA   107.18462          NA
## 2569          NA       NA     NA     NA       NA     NA   107.00000          NA
## 395           NA       NA     NA     NA       NA     NA   111.92238          NA
## 1429          NA       NA     NA     NA       NA     NA   126.85000          NA
## 1440          NA       NA     NA     NA       NA     NA          NA          NA
## 1443          NA       NA     NA     NA       NA     NA    97.95430    96.25833
## 1474          NA       NA     NA     NA       NA     NA          NA          NA
## 1501          NA       NA     NA     NA       NA     NA    98.51613          NA
## 1502          NA       NA     NA     NA       NA     NA          NA          NA
## 1504          NA       NA     NA     NA       NA     NA          NA          NA
## 1516          NA       NA     NA     NA       NA     NA          NA    94.65686
## 1922          NA       NA     NA     NA       NA     NA          NA          NA
## 222           NA       NA     NA     NA       NA     NA    88.54302   109.44676
## 4791          NA       NA     NA     NA       NA     NA    77.24591          NA
## 1254          NA       NA     NA     NA       NA     NA    93.42609   112.53990
## 1343          NA       NA     NA     NA       NA     NA          NA   183.00000
## 1671          NA       NA     NA     NA       NA     NA          NA          NA
## 1705          NA       NA     NA     NA       NA     NA          NA    85.78636
## 1719          NA       NA     NA     NA       NA     NA          NA          NA
## 1830          NA       NA     NA     NA       NA     NA   104.74000          NA
## 1172          NA       NA     NA     NA       NA     NA          NA    99.88182
## 11951         NA       NA     NA     NA       NA     NA    90.96333          NA
## 1311          NA       NA     NA     NA       NA     NA          NA    95.02113
## 1313          NA       NA     NA     NA       NA     NA    99.01905          NA
## 1353          NA       NA     NA     NA       NA     NA   114.13043          NA
## 1360          NA       NA     NA     NA       NA     NA    79.01875    90.69464
## 1895          NA       NA     NA     NA       NA     NA   104.50556          NA
## 1983          NA       NA     NA     NA       NA     NA          NA          NA
## 2248          NA       NA     NA     NA       NA     NA    93.24933          NA
## 2357          NA       NA     NA     NA       NA     NA   111.32118   130.60000
## 226           NA       NA     NA     NA       NA     NA   102.76932          NA
## 480           NA       NA     NA     NA       NA     NA    95.12996          NA
## 845           NA       NA     NA     NA       NA     NA    82.33967   103.67199
## 1552          NA       NA     NA     NA       NA     NA    49.45000          NA
## 1609          NA       NA     NA     NA       NA     NA    90.40263   103.13103
## 1703          NA       NA     NA     NA 2.432441     NA          NA  -140.90000
## 1728          NA       NA     NA     NA       NA     NA          NA          NA
## 2145          NA       NA     NA     NA       NA     NA    56.10000          NA
## 249           NA       NA     NA     NA       NA     NA    92.95161   104.14051
## 251           NA       NA     NA     NA       NA     NA          NA   109.73218
## 506   -2.0658681       NA     NA     NA       NA     NA          NA   100.40896
## 556           NA       NA     NA     NA       NA     NA   101.20050          NA
## 1208          NA       NA     NA     NA       NA     NA    91.19196          NA
## 1283          NA       NA     NA     NA       NA     NA          NA          NA
## 1284          NA       NA     NA     NA       NA     NA          NA   113.16608
## 2345          NA       NA     NA     NA       NA     NA    74.89301          NA
## 2565          NA       NA     NA     NA       NA     NA          NA          NA
## 317           NA       NA     NA     NA       NA     NA    90.36422          NA
## 335           NA       NA     NA     NA       NA     NA          NA          NA
## 663           NA       NA     NA     NA       NA     NA    95.01167   101.29980
## 1333          NA       NA     NA     NA       NA     NA          NA          NA
## 1475          NA       NA     NA     NA       NA     NA    98.90000          NA
## 19961         NA       NA     NA     NA       NA     NA          NA          NA
## 2113          NA       NA     NA     NA       NA     NA          NA    97.75349
## 2368          NA       NA     NA     NA       NA     NA    98.28043          NA
## 22     4.1313621       NA     NA     NA       NA     NA          NA          NA
## 63     3.3222885       NA     NA     NA       NA     NA          NA          NA
## 168           NA       NA     NA     NA       NA     NA    93.92070          NA
## 174           NA       NA     NA     NA       NA     NA          NA   111.80816
## 673           NA       NA     NA     NA       NA     NA    93.58894   109.73689
## 1177          NA       NA     NA     NA       NA     NA   100.53125          NA
## 1180   4.6656212       NA     NA     NA       NA     NA          NA          NA
## 1260   1.3277457       NA     NA     NA       NA     NA   109.99718          NA
## 1744          NA       NA     NA     NA       NA     NA          NA          NA
## 1759          NA       NA     NA     NA       NA     NA    95.87209    99.60816
## 2222          NA       NA     NA     NA       NA     NA          NA          NA
## 2362          NA       NA     NA     NA       NA     NA    93.23973    95.04340
## 2530          NA       NA     NA     NA       NA     NA          NA  -209.30000
## 2600          NA       NA     NA     NA       NA     NA   122.10000          NA
## 2641          NA       NA     NA     NA       NA     NA    82.31538          NA
## 7581          NA       NA     NA     NA       NA     NA          NA    99.75278
## 1178          NA       NA     NA     NA       NA     NA   -79.50000          NA
## 1287          NA       NA     NA     NA       NA     NA   108.37683    99.29778
## 1445          NA       NA     NA     NA       NA     NA   300.70000          NA
## 19561         NA       NA     NA     NA       NA     NA    91.62500    89.27917
## 2229          NA       NA     NA     NA       NA     NA    95.15281          NA
## 2246          NA       NA     NA     NA       NA     NA    86.38333          NA
## 2312  -1.7944179       NA     NA     NA       NA     NA   103.67391          NA
## 2412          NA       NA     NA     NA       NA     NA    97.16800          NA
## 173           NA       NA     NA     NA       NA     NA    86.26988    91.88261
## 315           NA       NA     NA     NA       NA     NA    95.03453          NA
## 376    1.9734293       NA     NA     NA       NA     NA          NA          NA
## 1630          NA       NA     NA     NA       NA     NA          NA          NA
## 1646          NA       NA     NA     NA       NA     NA    59.82500          NA
## 1683          NA       NA     NA     NA       NA     NA          NA          NA
## 1891          NA       NA     NA     NA       NA     NA    97.28000          NA
## 1930          NA       NA     NA     NA       NA     NA   100.57778          NA
## 2007          NA       NA     NA     NA       NA     NA          NA          NA
## 2252          NA       NA     NA     NA       NA     NA    61.63333          NA
## 2471          NA       NA     NA     NA       NA     NA    66.19744          NA
## 2511          NA       NA     NA     NA       NA     NA          NA    97.09583
## 152           NA       NA     NA     NA       NA     NA          NA          NA
## 307           NA       NA     NA     NA       NA     NA          NA          NA
## 414           NA       NA     NA     NA       NA     NA          NA          NA
## 1185   2.9579077       NA     NA     NA       NA     NA    95.98816          NA
## 1331          NA       NA     NA     NA       NA     NA   100.14863   100.42985
## 1351          NA       NA     NA     NA       NA     NA   115.30000   119.40000
## 1565          NA       NA     NA     NA       NA     NA          NA    24.14500
## 1718          NA       NA     NA     NA       NA     NA    53.10000          NA
## 1808          NA       NA     NA     NA       NA     NA          NA   258.00000
## 2013          NA       NA     NA     NA       NA     NA   108.03194   109.93578
## 2031          NA       NA     NA     NA       NA     NA          NA          NA
## 2090          NA       NA     NA     NA       NA     NA    96.07647          NA
## 598           NA       NA     NA     NA       NA     NA    99.28973    99.78794
## 1155          NA       NA     NA     NA       NA     NA          NA          NA
## 13581         NA       NA     NA     NA       NA     NA    54.40000    63.60000
## 1533          NA       NA     NA     NA       NA     NA    92.21892          NA
## 2025          NA       NA     NA     NA       NA     NA    88.84109          NA
## 2035          NA       NA     NA     NA       NA     NA    91.65357          NA
## 2307          NA       NA     NA     NA       NA     NA   103.41215          NA
## 2498          NA       NA     NA     NA       NA     NA    91.76034    88.30000
## 5321          NA       NA     NA     NA       NA     NA    86.70031    98.81991
## 975           NA       NA     NA     NA       NA     NA   105.28482   106.24452
## 1040          NA       NA     NA     NA       NA     NA    90.04437   108.17500
## 1214          NA       NA     NA     NA       NA     NA          NA          NA
## 1612          NA       NA     NA     NA       NA     NA          NA          NA
## 2006          NA       NA     NA     NA       NA     NA          NA          NA
## 2338          NA       NA     NA     NA       NA     NA    55.55000          NA
## 2504          NA       NA     NA     NA       NA     NA          NA    93.88532
## 2536          NA       NA     NA     NA       NA     NA   103.20000    88.60000
## 279           NA       NA     NA     NA       NA     NA    98.09641          NA
## 351           NA       NA     NA     NA       NA     NA          NA          NA
## 1336          NA       NA     NA     NA       NA     NA    75.33333          NA
## 13492         NA       NA     NA     NA       NA     NA    98.20506          NA
## 1356          NA       NA     NA     NA       NA     NA          NA          NA
## 1417          NA       NA     NA     NA       NA     NA    95.57273          NA
## 15091         NA       NA     NA     NA       NA     NA    94.88571          NA
## 1542          NA       NA     NA     NA       NA     NA          NA          NA
## 2055          NA       NA     NA     NA       NA     NA    94.96529   107.39600
## 2273          NA       NA     NA     NA       NA     NA          NA          NA
## 2499          NA       NA     NA     NA       NA     NA    82.14182          NA
## 2566          NA       NA     NA     NA       NA     NA    86.29744          NA
## 51            NA       NA     NA     NA       NA     NA    87.71547    89.36152
## 365           NA       NA     NA     NA       NA     NA          NA          NA
## 552           NA       NA     NA     NA       NA     NA          NA          NA
## 630           NA       NA     NA     NA       NA     NA          NA          NA
## 1493          NA       NA     NA     NA       NA     NA          NA          NA
## 1506          NA       NA     NA     NA       NA     NA          NA          NA
## 1514          NA       NA     NA     NA       NA     NA          NA          NA
## 1925          NA       NA     NA     NA       NA     NA          NA          NA
## 2349          NA       NA     NA     NA       NA     NA          NA          NA
## 2413          NA       NA     NA     NA       NA     NA    65.30000          NA
## 2629          NA       NA     NA     NA       NA     NA    85.20595          NA
## 48            NA       NA     NA     NA       NA     NA          NA   113.69692
## 246           NA       NA     NA     NA       NA     NA          NA          NA
## 1428          NA       NA     NA     NA       NA     NA   104.82222          NA
## 14872         NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1503          NA       NA     NA     NA       NA     NA          NA          NA
## 16981         NA       NA     NA     NA       NA     NA   108.75122          NA
## 1700          NA       NA     NA     NA       NA     NA          NA          NA
## 2169          NA       NA     NA     NA       NA     NA          NA    44.70000
## 2178          NA       NA     NA     NA       NA     NA   107.92243   107.46111
## 2626          NA       NA     NA     NA       NA     NA    94.40276          NA
## 3951          NA       NA     NA     NA       NA     NA   111.92238          NA
## 1270          NA       NA     NA     NA       NA     NA          NA    76.80000
## 1315          NA       NA     NA     NA       NA     NA   116.80000   117.23548
## 1381          NA       NA     NA     NA       NA     NA   104.32727          NA
## 16531         NA       NA     NA     NA       NA     NA          NA    52.80000
## 1661          NA       NA     NA     NA       NA     NA   109.05316    95.42000
## 2027          NA       NA     NA     NA       NA     NA    94.28000   133.45000
## 2128          NA       NA     NA     NA       NA     NA    97.97231          NA
## 1220          NA       NA     NA     NA       NA     NA   108.60204          NA
## 1369          NA       NA     NA     NA       NA     NA   -14.60000          NA
## 1392          NA       NA     NA     NA       NA     NA          NA          NA
## 1751          NA       NA     NA     NA       NA     NA    80.46667          NA
## 1988          NA       NA     NA     NA       NA     NA          NA          NA
## 2153          NA       NA     NA     NA       NA     NA    93.83186          NA
## 2167          NA       NA     NA     NA       NA     NA    99.66719    98.63273
## 2437          NA       NA     NA     NA       NA     NA   108.14130    87.06071
## 2454  -0.7926106       NA     NA     NA       NA     NA    97.32727    88.14118
## 2578          NA       NA     NA     NA       NA     NA          NA          NA
## 1097          NA       NA     NA     NA       NA     NA    90.54286   106.13152
## 1209          NA       NA     NA     NA       NA     NA          NA          NA
## 1335          NA       NA     NA     NA       NA     NA    64.50000   102.10000
## 1975          NA       NA     NA     NA       NA     NA          NA    97.18571
## 2187          NA       NA     NA     NA       NA     NA    96.46000          NA
## 2259          NA       NA     NA     NA       NA     NA          NA   106.56667
## 2341          NA       NA     NA     NA       NA     NA    63.17273          NA
## 2453          NA       NA     NA     NA       NA     NA    52.93333          NA
## 2522          NA       NA     NA     NA       NA     NA          NA    94.97324
## 574           NA       NA     NA     NA       NA     NA    98.46996   104.22370
## 590           NA       NA     NA     NA       NA     NA    97.33455          NA
## 983    2.1071732       NA     NA     NA       NA     NA          NA          NA
## 1013          NA       NA     NA     NA       NA     NA    92.61285   101.39310
## 2076          NA       NA     NA     NA       NA     NA          NA          NA
## 2158          NA       NA     NA     NA       NA     NA          NA          NA
## 2177          NA       NA     NA     NA       NA     NA    57.60000          NA
## 2324          NA       NA     NA     NA       NA     NA          NA          NA
## 182           NA       NA     NA     NA       NA     NA    81.18394    99.85176
## 212           NA       NA     NA     NA       NA     NA    93.60254    99.82426
## 333           NA       NA     NA     NA       NA     NA    92.78087    94.76441
## 609           NA       NA     NA     NA       NA     NA    93.06310    96.00787
## 1162          NA       NA     NA     NA       NA     NA    90.70000   102.67297
## 1286          NA       NA     NA     NA       NA     NA          NA    98.86026
## 1426          NA       NA     NA     NA       NA     NA          NA   107.56579
## 1611          NA       NA     NA     NA       NA     NA    79.97627          NA
## 1882          NA       NA     NA     NA       NA     NA    96.25854          NA
## 1958   2.5445206       NA     NA     NA       NA     NA    97.13289          NA
## 2038          NA       NA     NA     NA       NA     NA          NA          NA
## 2467          NA       NA     NA     NA       NA     NA    42.10000          NA
## 756           NA       NA     NA     NA       NA     NA    88.40000   135.50000
## 780    2.6215710       NA     NA     NA       NA     NA    90.09818          NA
## 991           NA       NA     NA     NA       NA     NA    87.55549          NA
## 1305          NA       NA     NA     NA       NA     NA   108.12895   107.20054
## 1373          NA       NA     NA     NA       NA     NA          NA          NA
## 1459          NA       NA     NA     NA       NA     NA   101.35671          NA
## 1594          NA       NA     NA     NA       NA     NA          NA   -19.90000
## 1860          NA       NA     NA     NA       NA     NA          NA          NA
## 613           NA       NA     NA     NA       NA     NA    86.45909          NA
## 1108          NA       NA     NA     NA       NA     NA   105.65561   105.56341
## 2279          NA       NA     NA     NA       NA     NA          NA          NA
## 2310          NA       NA     NA     NA       NA     NA          NA    65.60000
## 2333          NA       NA     NA     NA       NA     NA          NA    99.69885
## 2348          NA       NA     NA     NA       NA     NA   105.61935   102.35887
## 2372          NA       NA     NA     NA       NA     NA    85.77215          NA
## 2526          NA       NA     NA     NA       NA     NA          NA          NA
## 2574          NA       NA     NA     NA       NA     NA          NA          NA
## 111           NA       NA     NA     NA       NA     NA    92.68130    95.68778
## 1438          NA       NA     NA     NA       NA     NA          NA   104.72258
## 15041         NA       NA     NA     NA       NA     NA          NA          NA
## 1811          NA       NA     NA     NA       NA     NA          NA          NA
## 2092          NA       NA     NA     NA       NA     NA   100.38947          NA
## 2131          NA       NA     NA     NA       NA     NA          NA          NA
## 2410          NA       NA     NA     NA       NA     NA   102.81250   110.24444
## 2539  -1.9236935       NA     NA     NA       NA     NA   107.85700          NA
## 1111          NA       NA     NA     NA       NA     NA    92.68130    95.68778
## 14381         NA       NA     NA     NA       NA     NA          NA   104.72258
## 15042         NA       NA     NA     NA       NA     NA          NA          NA
## 18111         NA       NA     NA     NA       NA     NA          NA          NA
## 20921         NA       NA     NA     NA       NA     NA   100.38947          NA
## 21311         NA       NA     NA     NA       NA     NA          NA          NA
## 24101         NA       NA     NA     NA       NA     NA   102.81250   110.24444
## 25391 -1.9236935       NA     NA     NA       NA     NA   107.85700          NA
## 529           NA       NA     NA     NA       NA     NA          NA          NA
## 638           NA       NA     NA     NA       NA     NA   100.30646          NA
## 951           NA       NA     NA     NA       NA     NA          NA          NA
## 1505          NA       NA     NA     NA       NA     NA          NA   100.67097
## 1614          NA       NA     NA     NA       NA     NA          NA          NA
## 1927          NA       NA     NA     NA       NA     NA    97.52593   102.35192
## 2481          NA       NA     NA     NA       NA     NA    91.36727   101.61200
## 2590          NA       NA     NA     NA       NA     NA   104.28889          NA
## 467           NA       NA     NA     NA       NA     NA   112.55664          NA
##       Pit_plus_FA Pit_plus_SI Pit_plus_SL Pit_plus_KC Pit_plus_FC Pit_plus_FS
## 479      87.92610   101.77532   115.63753          NA    91.36304          NA
## 532      99.82187          NA          NA          NA    99.56130          NA
## 1032           NA   100.98539          NA          NA          NA          NA
## 1042     95.89412   101.49167   109.66000          NA          NA          NA
## 1047    104.90000          NA    97.10000          NA          NA          NA
## 1964     88.13151    82.26296    96.76291          NA          NA          NA
## 2148           NA          NA          NA          NA          NA          NA
## 2154           NA          NA          NA          NA          NA          NA
## 2192           NA    98.87500   113.08889          NA   104.17895          NA
## 2241    113.24118    93.70390    92.27222          NA          NA          NA
## 447      98.19709    89.13542   102.63169          NA          NA   110.26690
## 490      93.98485    94.78532          NA    90.23562    92.38881          NA
## 496      94.62153    83.73074          NA          NA    91.32355          NA
## 923     102.28259    90.85714   103.88724   143.65000          NA          NA
## 1038     68.46019    91.54204          NA          NA          NA          NA
## 1960           NA          NA          NA          NA          NA          NA
## 1984     88.13000          NA    92.12022          NA          NA    96.25000
## 1996           NA          NA          NA          NA          NA          NA
## 2009     95.26750          NA          NA          NA    96.65185          NA
## 2051    108.05390   104.68364   102.98148          NA          NA          NA
## 2085     99.54414    98.79574   107.57044          NA          NA   105.61600
## 342      76.95838    96.24526   104.28373          NA          NA          NA
## 362      99.39101          NA   104.74332          NA          NA   117.04019
## 896      87.50309          NA   112.54348          NA          NA          NA
## 1195    101.11909    90.75357   107.54675          NA          NA          NA
## 1389     87.40270          NA   104.70577          NA          NA          NA
## 1393     93.50000          NA          NA          NA          NA          NA
## 1463     97.45789          NA   120.71475          NA          NA          NA
## 1767     97.58108          NA   109.95357          NA          NA          NA
## 2587           NA    87.27703    80.15082          NA          NA          NA
## 2607     92.84768          NA    92.67390          NA          NA          NA
## 137      96.42247          NA   106.05422          NA          NA          NA
## 258      95.64080          NA   107.12669    92.52187          NA          NA
## 377      83.72460    72.92463    73.62096          NA          NA          NA
## 1581     84.40556          NA          NA          NA          NA          NA
## 1640     75.20727          NA    91.71842          NA          NA          NA
## 2382     92.49774    99.60903   102.83644          NA          NA          NA
## 2503    106.25637          NA    67.26250          NA          NA          NA
## 2622    101.72867          NA          NA          NA          NA          NA
## 69      104.36745          NA   105.19475          NA    92.45759          NA
## 136      94.81796    90.82055    93.85201          NA          NA          NA
## 1101     87.54709    92.63045   100.49209          NA          NA          NA
## 1268     98.81508    96.11507          NA    95.46197          NA          NA
## 1279    106.89726   106.88707   105.51631          NA          NA          NA
## 1308     92.30201          NA   117.45250    97.15455    93.21739          NA
## 1324           NA          NA    65.70000          NA          NA          NA
## 1330     91.77624    90.75671   106.74543          NA          NA          NA
## 2104           NA          NA    46.40000          NA          NA          NA
## 2314    115.65595          NA   100.23871          NA          NA          NA
## 2381     94.71884    95.88511   104.90630          NA          NA          NA
## 55       88.11864    96.45395   109.31473          NA          NA          NA
## 1153    100.59740   101.46965    99.91938          NA          NA          NA
## 1439     92.50000          NA    96.21667          NA          NA          NA
## 1617     98.19551    98.10508   108.53151          NA          NA          NA
## 1653           NA          NA          NA          NA          NA          NA
## 1737     88.52151    89.32500   106.19046          NA          NA          NA
## 1926    104.41948   100.12360          NA          NA   102.92857          NA
## 2300     77.60000    97.19737    93.27000          NA          NA          NA
## 238      98.65860    89.26819   114.65357          NA          NA          NA
## 1077     94.11792    87.22452   111.14197          NA          NA          NA
## 1159    109.31111    89.90000   103.52308          NA   113.88000          NA
## 1253           NA          NA   110.40000          NA          NA          NA
## 1387     88.56136          NA   108.33673          NA          NA          NA
## 1450     87.90000    98.40000          NA          NA          NA          NA
## 1915     85.34828          NA   105.30000          NA          NA          NA
## 2483    111.60000          NA    93.00000          NA          NA          NA
## 612      82.89839    88.95953   115.54500          NA          NA          NA
## 1229           NA          NA          NA          NA          NA          NA
## 1231     99.64375          NA   106.35556          NA   103.20455          NA
## 1349     88.87500    83.54118    92.90000          NA          NA          NA
## 1553    110.14554   107.04690   112.09409          NA          NA          NA
## 1660     93.06261    98.28474   112.17292          NA          NA          NA
## 1663     89.77517          NA   107.79785          NA    96.22553          NA
## 1959           NA          NA          NA          NA          NA          NA
## 6121     82.89839    88.95953   115.54500          NA          NA          NA
## 12291          NA          NA          NA          NA          NA          NA
## 12311    99.64375          NA   106.35556          NA   103.20455          NA
## 13491    88.87500    83.54118    92.90000          NA          NA          NA
## 15531   110.14554   107.04690   112.09409          NA          NA          NA
## 16601    93.06261    98.28474   112.17292          NA          NA          NA
## 16631    89.77517          NA   107.79785          NA    96.22553          NA
## 19591          NA          NA          NA          NA          NA          NA
## 476      96.26781   122.90000   111.11732          NA    99.22709          NA
## 527      85.22865    89.47671    96.74218          NA          NA          NA
## 576      87.44177          NA          NA          NA    98.28010          NA
## 2047           NA          NA          NA          NA          NA          NA
## 2118     95.34485          NA    99.24904          NA          NA          NA
## 2133     98.38299    99.79697   102.19463          NA    65.25556          NA
## 2134     70.80000          NA          NA          NA          NA          NA
## 2139     92.38991          NA    91.50927          NA          NA          NA
## 2181     93.21250          NA   103.50465          NA          NA          NA
## 2190     82.22016          NA    91.17143          NA    94.36857          NA
## 2205    120.12000          NA   125.58771          NA   112.67318          NA
## 2206     99.26918    97.16336   114.78390          NA          NA          NA
## 758      94.09486          NA   116.50860          NA    96.50810   121.98059
## 820            NA    91.94649    96.01200          NA    86.82239          NA
## 1535     99.84241          NA          NA          NA          NA          NA
## 1546    111.05784          NA   104.63139          NA          NA          NA
## 1555     91.40136    93.39508          NA          NA    93.77424          NA
## 1618    123.37500   103.37273   121.54211          NA   110.18000          NA
## 1684     98.35425          NA   107.28333    95.35728          NA          NA
## 1740     83.13667          NA   110.57447          NA          NA          NA
## 1746     95.96000          NA   115.69688          NA          NA          NA
## 2515           NA    99.36893   105.87647          NA          NA          NA
## 2577    101.44719          NA   103.67208          NA          NA          NA
## 537      89.92421          NA   106.09360          NA          NA          NA
## 960     102.90405          NA   108.37857    98.69434          NA          NA
## 1068     90.42485          NA          NA          NA    99.23208          NA
## 12531          NA          NA   110.40000          NA          NA          NA
## 1301    101.62105    95.16121   112.58049          NA    90.26828          NA
## 1487     89.64182          NA   109.39796          NA          NA          NA
## 1508     94.93302          NA          NA          NA    95.01172          NA
## 1735     93.45312    91.87692   105.97222          NA          NA          NA
## 2294     87.94762    55.10000    98.78400          NA          NA          NA
## 805      84.20000   106.10000          NA          NA          NA          NA
## 1563    100.26814          NA          NA    90.94000    86.90526          NA
## 1576           NA          NA          NA          NA          NA          NA
## 1578     93.34783          NA   118.90000          NA          NA    97.97910
## 1588           NA          NA   127.70000          NA          NA          NA
## 1606    101.36026          NA   113.04866    85.95000          NA          NA
## 1644           NA          NA          NA          NA          NA          NA
## 1650     90.26716          NA   108.55238          NA    93.87778          NA
## 1655           NA          NA          NA          NA          NA          NA
## 1679     94.57865          NA   105.43502          NA          NA          NA
## 1698    111.14711          NA   103.39744          NA          NA          NA
## 1712           NA          NA          NA          NA          NA          NA
## 1722     90.68571    90.62083    96.91407          NA          NA          NA
## 1745     87.70000    95.40837   101.51784          NA          NA          NA
## 2562     84.59065          NA    71.18500          NA          NA          NA
## 366      95.87758          NA   103.40664          NA   102.46145          NA
## 389      92.36756    99.62773    99.72980          NA          NA          NA
## 424            NA    96.27558   102.88531          NA          NA          NA
## 1627           NA          NA          NA          NA          NA          NA
## 1668    105.81361   106.00000   106.00167    98.08066    99.80459          NA
## 2123           NA          NA          NA          NA          NA          NA
## 2146    106.82095    99.03018   109.40351          NA          NA          NA
## 21811    93.21250          NA   103.50465          NA          NA          NA
## 231      92.38438          NA          NA          NA   107.28315          NA
## 592      98.45446    98.36531   105.48100          NA          NA          NA
## 813      83.10000          NA    95.00000          NA          NA          NA
## 1088     86.22803          NA          NA          NA    90.51379          NA
## 1449    106.80597   102.17586   112.70480          NA          NA          NA
## 1670    101.89508    93.75929   104.66181          NA          NA          NA
## 1945     95.79632   104.63190    99.84183          NA          NA   101.85500
## 2306           NA          NA          NA          NA          NA          NA
## 2527           NA    95.09311    99.67477          NA    83.19180          NA
## 340     100.53192    99.33093   106.09453          NA    90.84921          NA
## 429      90.26864    93.22347   103.07707          NA    95.45601          NA
## 807     112.72825          NA   125.07886          NA          NA          NA
## 9231    102.28259    90.85714   103.88724   143.65000          NA          NA
## 1867     90.16818          NA          NA          NA          NA          NA
## 1956     83.81111          NA   115.11351          NA          NA          NA
## 2334     89.80000    73.10000   115.00000          NA          NA          NA
## 2450     88.58030   100.03192    99.33878          NA          NA          NA
## 372      98.13570          NA   101.33426   108.56840          NA          NA
## 412      79.25700          NA          NA          NA    85.14664          NA
## 775      85.98947          NA    95.59512          NA    58.70000          NA
## 1358     97.70000          NA   158.50000          NA          NA          NA
## 1448     83.11250    82.23804    97.61503          NA          NA          NA
## 1899    155.80000    93.10000    96.40000          NA   101.50000          NA
## 1939     88.20000          NA          NA          NA          NA          NA
## 2302     98.39167   101.98846    95.24444          NA          NA          NA
## 347            NA    96.30196   110.31764          NA          NA          NA
## 743     106.46901   103.71693   111.30684          NA          NA          NA
## 1374     57.90000          NA    82.80000          NA          NA          NA
## 1376     80.80299    34.72000    60.20000          NA          NA          NA
## 14871    89.64182          NA   109.39796          NA          NA          NA
## 1509    102.73333   127.40000   112.37778          NA          NA          NA
## 1874    157.70000          NA          NA          NA          NA          NA
## 2270     81.95422          NA   101.38810          NA          NA          NA
## 711     117.03152   121.19200   114.52747   111.34237          NA          NA
## 10421    95.89412   101.49167   109.66000          NA          NA          NA
## 1161     85.80000          NA          NA   111.14876    98.03758          NA
## 1235     94.55426          NA   111.10836          NA          NA          NA
## 1300           NA          NA          NA          NA          NA          NA
## 1320     90.63671          NA   104.97732          NA          NA          NA
## 2238           NA    92.05000   121.60000          NA   105.10000          NA
## 2569     91.81321    87.58454   109.92512          NA    92.66121          NA
## 395      98.20223          NA          NA          NA          NA          NA
## 1429     90.58636    98.12989   116.63478          NA          NA          NA
## 1440    104.10000    95.90000   141.50000          NA          NA          NA
## 1443     96.60619          NA          NA          NA          NA          NA
## 1474    100.91906          NA   114.01821          NA          NA    98.09898
## 1501     87.86074          NA   112.41250          NA          NA          NA
## 1502    115.31548    97.40800   106.66667          NA          NA    85.00000
## 1504     88.47895          NA   118.69091          NA          NA          NA
## 1516    107.87047          NA          NA          NA    58.90000          NA
## 1922     97.52603          NA    96.50323          NA          NA          NA
## 222     105.86280          NA   105.45354          NA          NA          NA
## 4791     87.92610   101.77532   115.63753          NA    91.36304          NA
## 1254    100.69765    93.78453    98.64762          NA          NA          NA
## 1343           NA          NA    87.20000          NA          NA          NA
## 1671           NA   100.03187   106.42152          NA          NA   102.30000
## 1705    105.77741    35.98333    96.06667          NA          NA   113.20606
## 1719     97.75909    95.10170   110.81855          NA          NA          NA
## 1830    100.48776          NA    99.50000          NA          NA          NA
## 1172     98.04074          NA   104.19412          NA          NA          NA
## 11951   101.11909    90.75357   107.54675          NA          NA          NA
## 1311     81.29251    67.95143   102.63020          NA          NA          NA
## 1313     96.91232    89.00957    94.18760          NA          NA          NA
## 1353     93.84286   127.42500          NA          NA    65.95714          NA
## 1360    103.40000    84.61691          NA          NA          NA          NA
## 1895     89.87252          NA   100.85000          NA          NA          NA
## 1983           NA          NA          NA          NA          NA          NA
## 2248     90.45221          NA   103.02443          NA          NA          NA
## 2357    106.24313          NA   107.81800          NA          NA          NA
## 226     103.54271          NA   109.87790          NA          NA          NA
## 480     109.95973          NA   108.05305          NA   101.74944          NA
## 845      81.48611    92.88111   107.93938          NA          NA          NA
## 1552     77.28308    91.03333   101.60667          NA          NA          NA
## 1609    112.15466    95.03904    96.45110          NA          NA          NA
## 1703           NA          NA          NA          NA          NA          NA
## 1728     96.61333    98.47500   101.18286          NA          NA   105.97200
## 2145    103.70000          NA   122.62941          NA          NA          NA
## 249     103.73206          NA    98.31022          NA          NA          NA
## 251      94.00216    90.02583   105.30966          NA          NA          NA
## 506      95.84095          NA          NA          NA    83.59718          NA
## 556      85.74033    90.73892   103.40015          NA          NA          NA
## 1208     98.91818    89.31311   105.90602          NA          NA          NA
## 1283    105.44034          NA    84.85344          NA          NA          NA
## 1284     94.90026          NA   109.22187          NA          NA    61.28333
## 2345     75.13373    95.63218    98.07673          NA          NA          NA
## 2565     85.65918    60.38061   103.80425          NA          NA          NA
## 317      95.31954    98.41674   121.57020          NA   105.74607          NA
## 335     103.89023          NA   107.04402          NA          NA          NA
## 663      91.70154    98.22503          NA          NA          NA          NA
## 1333     95.51250    91.39245   107.01813          NA          NA          NA
## 1475     98.93200          NA   110.39412          NA          NA          NA
## 19961          NA          NA          NA          NA          NA          NA
## 2113    109.86393          NA   123.69283          NA          NA          NA
## 2368           NA    90.12222   105.19559          NA          NA          NA
## 22             NA          NA    96.26123   116.98730   109.45589          NA
## 63      107.51714          NA          NA   109.41027          NA          NA
## 168     110.24732    90.36265   110.50176          NA          NA          NA
## 174     109.92408          NA          NA          NA    97.67677          NA
## 673      92.39020          NA   115.25503          NA   104.92649          NA
## 1177    103.86697    91.85146   102.72761          NA          NA          NA
## 1180    107.32632          NA          NA   110.47007          NA          NA
## 1260     76.03878          NA   105.73200          NA          NA          NA
## 1744    111.83922    95.20055    91.21237          NA          NA          NA
## 1759    102.69609    59.70000   112.78809          NA          NA          NA
## 2222           NA    91.91741   101.92774          NA          NA          NA
## 2362     86.25724    86.43158          NA          NA          NA          NA
## 2530     76.86212          NA    78.01316          NA          NA          NA
## 2600     95.25030   100.81148   109.97586          NA          NA          NA
## 2641     94.63741          NA    93.66349          NA          NA          NA
## 7581     94.09486          NA   116.50860          NA    96.50810   121.98059
## 1178    107.58641    97.97040    93.19667          NA          NA          NA
## 1287     94.63960          NA   104.40667          NA    88.92857          NA
## 1445           NA          NA    97.30000          NA          NA          NA
## 19561    83.81111          NA   115.11351          NA          NA          NA
## 2229     93.42828          NA   106.35370          NA          NA          NA
## 2246     46.96250    86.52149    85.30000          NA          NA          NA
## 2312     79.22778    92.99574          NA   103.72692    78.52500          NA
## 2412     90.66109          NA    89.40704          NA          NA          NA
## 173     108.57572          NA   118.59714          NA          NA          NA
## 315     113.02835          NA   108.56060          NA          NA          NA
## 376     110.18178          NA          NA   116.23739          NA          NA
## 1630           NA          NA          NA          NA          NA          NA
## 1646     97.08611    86.65634   103.50833          NA          NA          NA
## 1683           NA   101.43241    95.73906          NA          NA   112.05368
## 1891     81.23333    99.88383    99.08636          NA          NA          NA
## 1930           NA   112.93571          NA          NA   125.62571          NA
## 2007     79.66667    93.39831   119.68608          NA          NA          NA
## 2252           NA    83.02366    99.25849          NA          NA          NA
## 2471     96.29091          NA    95.37672          NA          NA          NA
## 2511     91.49820          NA   111.55532          NA          NA          NA
## 152      86.65370   105.03402   126.95677          NA          NA          NA
## 307     103.13849    93.63167   117.37564          NA          NA          NA
## 414      93.66742   110.24674   122.91946          NA    99.26267          NA
## 1185    107.85081          NA          NA   111.35700   101.68469          NA
## 1331    100.36233   100.96136          NA          NA    89.63592          NA
## 1351     91.60000          NA    95.00000          NA          NA          NA
## 1565     58.60000          NA    40.00000          NA          NA          NA
## 1718           NA          NA          NA          NA          NA          NA
## 1808           NA          NA          NA          NA          NA          NA
## 2013    102.63267    56.90000   110.61340          NA          NA          NA
## 2031           NA          NA          NA          NA          NA          NA
## 2090     96.25857    96.30000    98.72353          NA          NA          NA
## 598      87.08192          NA          NA          NA    89.55035          NA
## 1155    105.41882   102.81667    98.68696          NA          NA          NA
## 13581    97.70000          NA   158.50000          NA          NA          NA
## 1533     90.84182          NA   109.91860          NA   109.44357          NA
## 2025     99.00794    92.01515   100.56266          NA    96.36433          NA
## 2035     90.40816          NA   111.47671          NA          NA          NA
## 2307     91.25138    94.69205   112.16316          NA          NA          NA
## 2498     94.18679          NA          NA          NA    91.37576          NA
## 5321     99.82187          NA          NA          NA    99.56130          NA
## 975      99.06585          NA    96.07155          NA          NA          NA
## 1040     94.77742    96.33919          NA          NA          NA          NA
## 1214     94.47457          NA   116.87692          NA    98.47705          NA
## 1612           NA          NA          NA          NA          NA          NA
## 2006           NA          NA          NA          NA          NA          NA
## 2338     87.90000    99.32500   100.25385          NA    98.19667          NA
## 2504           NA    81.06136          NA          NA          NA          NA
## 2536     92.40000          NA   112.90000          NA          NA          NA
## 279     104.26484          NA   113.82109          NA          NA          NA
## 351     113.03277          NA          NA          NA   103.23075    94.54152
## 1336     83.89556          NA   106.55000          NA          NA          NA
## 13492    88.87500    83.54118    92.90000          NA          NA          NA
## 1356     95.97457          NA   111.02361          NA          NA   110.14646
## 1417     80.15636    86.72258   104.46863          NA          NA          NA
## 15091   102.73333   127.40000   112.37778          NA          NA          NA
## 1542           NA   105.53184   102.43893          NA   103.50464          NA
## 2055     94.57928    91.46352   107.04235          NA          NA          NA
## 2273           NA   111.80000    77.20000          NA          NA          NA
## 2499     90.23981    95.81138   102.64247          NA          NA          NA
## 2566    102.64433   103.10000    94.00000          NA    60.60000          NA
## 51       96.94388    92.48852          NA          NA    89.75079          NA
## 365      81.00827    94.75741    93.87398          NA          NA    82.12444
## 552      94.42336          NA   104.45713          NA          NA    86.69351
## 630     103.68738   106.12636   105.28677          NA    91.94859          NA
## 1493     93.10000          NA    80.70000          NA          NA          NA
## 1506     98.81111          NA   125.99547          NA   110.21119          NA
## 1514           NA          NA    94.00000          NA    64.80000          NA
## 1925     86.79707          NA   100.11930          NA          NA    99.65937
## 2349     93.47399    58.80000   103.20500          NA          NA          NA
## 2413    117.90000    52.40000          NA          NA          NA          NA
## 2629           NA    85.05699   101.26270          NA          NA          NA
## 48             NA          NA          NA          NA          NA          NA
## 246      98.64694    97.72513   112.11325          NA          NA          NA
## 1428     93.01010          NA          NA          NA          NA          NA
## 14872    89.64182          NA   109.39796          NA          NA          NA
## 1503     92.83409    87.81102   108.61529          NA          NA          NA
## 16981   111.14711          NA   103.39744          NA          NA          NA
## 1700    111.66959   102.30903   101.32981          NA          NA          NA
## 2169           NA          NA          NA          NA          NA          NA
## 2178     94.91751          NA   114.02937          NA          NA          NA
## 2626     97.21333          NA    70.37000          NA          NA          NA
## 3951     98.20223          NA          NA          NA          NA          NA
## 1270           NA          NA    68.30000          NA    78.80000          NA
## 1315    100.50000          NA          NA          NA          NA          NA
## 1381     89.72500          NA   112.37222          NA          NA          NA
## 16531          NA          NA          NA          NA          NA          NA
## 1661     94.46009   104.50606    97.45545          NA          NA          NA
## 2027    103.25578          NA   106.95436          NA          NA          NA
## 2128    107.19757          NA   108.71479          NA          NA          NA
## 1220           NA    79.14366    92.06667          NA          NA          NA
## 1369           NA          NA   101.00000          NA          NA          NA
## 1392     55.75000    94.07821   107.41121          NA          NA          NA
## 1751    109.92643          NA   109.79007          NA          NA          NA
## 1988     92.39242    96.33750   121.10212          NA          NA          NA
## 2153    106.94090          NA   113.73022          NA          NA          NA
## 2167     98.83851          NA          NA          NA          NA          NA
## 2437     96.94400          NA    95.49444          NA          NA          NA
## 2454     90.81268    81.73333   103.35469          NA          NA          NA
## 2578           NA    99.95940          NA          NA   108.62386          NA
## 1097     96.17636    94.80000   103.79191          NA          NA          NA
## 1209           NA    76.10000   130.00000          NA          NA          NA
## 1335     91.11975          NA   109.81103          NA          NA          NA
## 1975     84.05278          NA   109.42350          NA          NA          NA
## 2187     96.88944          NA   112.23746          NA          NA          NA
## 2259     56.10000          NA    87.79216          NA          NA          NA
## 2341     93.14462          NA   102.99459          NA          NA          NA
## 2453     89.96641    91.39575   109.50488          NA          NA          NA
## 2522     92.96854          NA   101.81914          NA          NA          NA
## 574            NA    88.44699          NA          NA    89.86136          NA
## 590     108.46926          NA   108.64475          NA          NA          NA
## 983      98.71789    82.30000    99.40185   102.54209          NA   116.82530
## 1013     95.22397    84.48025          NA          NA    99.35789          NA
## 2076           NA          NA          NA          NA          NA          NA
## 2158    -11.50000    70.10000   125.40000          NA          NA          NA
## 2177           NA    87.28551    90.83689          NA          NA          NA
## 2324     87.07676          NA   102.42965          NA          NA          NA
## 182            NA    85.41585    95.65965          NA    99.57441          NA
## 212      98.27079    96.06972          NA          NA    99.26428          NA
## 333      92.20525    99.67378    99.20567          NA          NA          NA
## 609      91.18978          NA          NA          NA          NA          NA
## 1162     84.09149    82.14485          NA          NA   109.64019          NA
## 1286     58.70000    97.99955   110.55387          NA          NA          NA
## 1426     99.84265    97.95167          NA          NA          NA          NA
## 1611    100.38791    94.81019   101.91607          NA          NA          NA
## 1882    100.99969          NA   114.28856          NA          NA          NA
## 1958     99.63074    94.79266   113.17965   114.32352          NA          NA
## 2038     96.44888          NA   104.71552          NA          NA   115.87186
## 2467     56.50000    98.73671    94.81260          NA          NA          NA
## 756      92.30000          NA    66.10000          NA          NA          NA
## 780     106.48248          NA   103.88504    86.38414          NA          NA
## 991            NA    90.47769   104.02519          NA          NA          NA
## 1305    103.48068          NA   106.63333          NA          NA          NA
## 1373           NA          NA          NA          NA          NA          NA
## 1459     99.58380          NA   101.85195          NA   101.09600          NA
## 1594           NA          NA          NA          NA          NA          NA
## 1860           NA          NA          NA          NA          NA          NA
## 613      86.86491    94.97803    99.46695          NA          NA          NA
## 1108     98.89591    87.80276   106.63353          NA          NA          NA
## 2279    109.33333          NA   101.86500          NA          NA          NA
## 2310           NA          NA          NA          NA          NA          NA
## 2333    105.44845    85.10000          NA          NA          NA          NA
## 2348           NA    98.31629          NA          NA          NA          NA
## 2372           NA    89.54564   105.16020          NA          NA          NA
## 2526           NA    78.90000   103.50000          NA          NA          NA
## 2574     94.91452    58.76667   102.25789          NA   104.03429          NA
## 111      66.45714    85.22219    84.39134          NA          NA          NA
## 1438     85.33182    94.81231   112.68163          NA          NA          NA
## 15041    88.47895          NA   118.69091          NA          NA          NA
## 1811           NA          NA          NA          NA          NA          NA
## 2092     98.32308    71.55000    87.50000          NA          NA          NA
## 2131           NA          NA          NA          NA          NA          NA
## 2410    113.50000          NA          NA          NA          NA          NA
## 2539     97.28659          NA          NA    99.62346          NA          NA
## 1111     66.45714    85.22219    84.39134          NA          NA          NA
## 14381    85.33182    94.81231   112.68163          NA          NA          NA
## 15042    88.47895          NA   118.69091          NA          NA          NA
## 18111          NA          NA          NA          NA          NA          NA
## 20921    98.32308    71.55000    87.50000          NA          NA          NA
## 21311          NA          NA          NA          NA          NA          NA
## 24101   113.50000          NA          NA          NA          NA          NA
## 25391    97.28659          NA          NA    99.62346          NA          NA
## 529      91.37293          NA          NA          NA          NA          NA
## 638            NA    95.85455   109.50863          NA          NA          NA
## 951     104.91651          NA   101.90901          NA   104.41111   112.31325
## 1505     96.20260          NA          NA          NA          NA          NA
## 1614    108.97630          NA   109.14286          NA    93.36144          NA
## 1927    109.19259   102.74167          NA          NA    96.52261          NA
## 2481     86.98153          NA   102.09953          NA          NA          NA
## 2590    103.46940          NA          NA          NA   106.53471          NA
## 467      97.64559          NA   101.45992          NA          NA          NA
##       Pit_plus_FO Pitching_plus NumberofStuffPitches plus_stuff_pitches
## 479            NA      95.14252                    2                  2
## 532            NA      98.07501                    0                  0
## 1032           NA      98.66458                    1                  1
## 1042           NA     100.23722                    2                  2
## 1047           NA      99.26786                    1                  1
## 1964           NA      92.16672                    0                  0
## 2148           NA      90.71667                    0                  0
## 2154           NA            NA                    0                  0
## 2192           NA     103.36316                    2                  2
## 2241           NA      91.77831                    1                  1
## 447            NA     103.51765                    2                  2
## 490            NA      93.94822                    0                  0
## 496            NA      91.49205                    1                  1
## 923            NA     101.75376                    3                  3
## 1038           NA      97.03367                    1                  1
## 1960           NA            NA                    0                  0
## 1984           NA      90.17756                    0                  0
## 1996           NA      69.51111                    0                  0
## 2009           NA     101.23250                    1                  1
## 2051           NA     105.47439                    3                  3
## 2085           NA     105.42648                    3                  3
## 342            NA      97.60422                    2                  2
## 362            NA     104.76339                    2                  2
## 896            NA      92.69394                    1                  1
## 1195           NA     102.85822                    2                  2
## 1389           NA      95.48915                    1                  1
## 1393           NA      95.52813                    0                  0
## 1463           NA     103.80823                    2                  2
## 1767           NA     103.92731                    2                  2
## 2587           NA      84.05704                    0                  0
## 2607           NA      93.68370                    0                  0
## 137            NA     100.49031                    2                  2
## 258            NA      99.51893                    1                  1
## 377            NA      86.16527                    0                  0
## 1581           NA      78.00891                    0                  0
## 1640           NA      90.03023                    1                  1
## 2382           NA     100.24771                    2                  2
## 2503           NA     104.90483                    2                  2
## 2622           NA      94.71279                    1                  1
## 69             NA     100.94026                    2                  2
## 136            NA      95.34957                    1                  1
## 1101           NA      94.71066                    1                  1
## 1268           NA      97.47334                    0                  0
## 1279           NA     106.07179                    4                  4
## 1308           NA      95.93725                    1                  1
## 1324           NA      65.70000                    0                  0
## 1330           NA      96.00145                    1                  1
## 2104           NA      48.03333                    0                  0
## 2314           NA     111.50000                    2                  2
## 2381           NA      99.48061                    1                  1
## 55             NA      95.23156                    1                  1
## 1153           NA     101.09362                    3                  3
## 1439           NA      93.61500                    0                  0
## 1617           NA     101.03130                    2                  2
## 1653           NA      52.80000                    0                  0
## 1737           NA      98.26942                    2                  2
## 1926           NA     104.84050                    5                  5
## 2300           NA      92.35606                    0                  0
## 238            NA      99.71652                    1                  1
## 1077           NA      98.54978                    1                  1
## 1159           NA     105.78636                    3                  3
## 1253           NA     110.40000                    1                  1
## 1387           NA      99.39598                    2                  2
## 1450           NA      86.43333                    0                  0
## 1915           NA      92.71667                    2                  2
## 2483           NA     102.30000                    1                  1
## 612            NA      93.17015                    2                  2
## 1229           NA            NA                    0                  0
## 1231           NA     100.16930                    2                  2
## 1349           NA      91.70455                    0                  0
## 1553           NA     110.56609                    3                  3
## 1660           NA     102.08952                    1                  1
## 1663           NA      96.75006                    1                  1
## 1959           NA            NA                    0                  0
## 6121           NA      93.17015                    2                  2
## 12291          NA            NA                    0                  0
## 12311          NA     100.16930                    2                  2
## 13491          NA      91.70455                    0                  0
## 15531          NA     110.56609                    3                  3
## 16601          NA     102.08952                    1                  1
## 16631          NA      96.75006                    1                  1
## 19591          NA            NA                    0                  0
## 476            NA      99.16354                    2                  2
## 527            NA      93.65373                    1                  1
## 576            NA      91.27757                    1                  1
## 2047           NA      90.15714                    0                  0
## 2118           NA      96.05343                    0                  0
## 2133           NA      98.97730                    2                  2
## 2134           NA      70.94091                    0                  0
## 2139           NA      91.73199                    0                  0
## 2181           NA      98.54458                    1                  1
## 2190           NA      85.33941                    0                  0
## 2205           NA     116.74170                    3                  3
## 2206           NA     102.19660                    1                  1
## 758            NA     104.54447                    2                  2
## 820            NA      95.91626                    1                  1
## 1535           NA      97.52439                    0                  0
## 1546           NA     108.14599                    3                  3
## 1555           NA      92.34161                    0                  0
## 1618           NA     112.66812                    4                  4
## 1684           NA      98.17463                    1                  1
## 1740           NA      94.63351                    1                  1
## 1746           NA     104.88052                    2                  2
## 2515           NA     104.47105                    1                  1
## 2577           NA     101.89448                    2                  2
## 537            NA      94.23333                    1                  1
## 960            NA     103.62724                    2                  2
## 1068           NA      96.33190                    1                  1
## 12531          NA     110.40000                    1                  1
## 1301           NA      98.73462                    2                  2
## 1487           NA      94.60556                    1                  1
## 1508           NA      94.40268                    0                  0
## 1735           NA      99.84153                    3                  3
## 2294           NA     100.02727                    0                  0
## 805            NA      98.78313                    2                  2
## 1563           NA      99.11995                    1                  1
## 1576           NA            NA                    0                  0
## 1578           NA      95.79927                    1                  1
## 1588           NA     121.62000                    1                  1
## 1606           NA     106.51476                    3                  3
## 1644           NA      89.25429                    1                  1
## 1650           NA      98.78849                    1                  1
## 1655           NA      74.60000                    0                  0
## 1679           NA      98.53504                    1                  1
## 1698           NA     107.77113                    3                  3
## 1712           NA            NA                    0                  0
## 1722           NA      92.23931                    0                  0
## 1745           NA     100.27337                    2                  2
## 2562           NA      81.39302                    0                  0
## 366            NA      99.24949                    4                  4
## 389            NA     101.02882                    1                  1
## 424            NA     106.32174                    2                  2
## 1627           NA            NA                    0                  0
## 1668           NA     103.05491                    3                  3
## 2123           NA      87.25000                    0                  0
## 2146           NA     102.12765                    2                  2
## 21811          NA      98.54458                    1                  1
## 231            NA     100.99532                    2                  2
## 592            NA      98.23288                    1                  1
## 813            NA      87.69398                    0                  0
## 1088           NA      95.29802                    1                  1
## 1449           NA     108.87860                    4                  4
## 1670           NA      99.36931                    2                  2
## 1945           NA     101.61031                    2                  2
## 2306           NA     141.00000                    2                  2
## 2527           NA      95.81413                    0                  0
## 340            NA      99.87510                    2                  2
## 429            NA      93.91243                    1                  1
## 807            NA     117.07755                    4                  4
## 9231           NA     101.75376                    3                  3
## 1867           NA      97.05581                    2                  2
## 1956           NA      96.88713                    1                  1
## 2334           NA      89.52381                    1                  1
## 2450           NA      98.94716                    2                  2
## 372            NA     100.05977                    2                  2
## 412            NA      87.37143                    1                  1
## 775            NA      92.39789                    2                  2
## 1358           NA      77.95714                    1                  1
## 1448           NA      87.45376                    0                  0
## 1899           NA      93.44130                    2                  2
## 1939           NA      39.48276                    0                  0
## 2302           NA      99.05000                    1                  1
## 347            NA     101.95569                    1                  1
## 743            NA     106.62639                    4                  4
## 1374           NA      66.79286                    0                  0
## 1376           NA      89.06667                    0                  0
## 14871          NA      94.60556                    1                  1
## 1509           NA     104.15789                    3                  3
## 1874           NA      89.61154                    1                  1
## 2270           NA      87.06928                    1                  1
## 711            NA     113.78806                    5                  5
## 10421          NA     100.23722                    2                  2
## 1161           NA     102.20419                    1                  1
## 1235           NA     104.12887                    2                  2
## 1300           NA            NA                    0                  0
## 1320           NA      96.20041                    1                  1
## 2238           NA      99.99333                    3                  3
## 2569           NA      97.16730                    2                  2
## 395            NA     106.00021                    1                  1
## 1429           NA     105.23243                    2                  2
## 1440           NA     113.61429                    2                  2
## 1443           NA      96.92500                    0                  0
## 1474           NA     104.88792                    2                  2
## 1501           NA      99.33930                    1                  1
## 1502           NA     103.92895                    2                  2
## 1504           NA     107.65192                    1                  1
## 1516           NA     104.39646                    1                  1
## 1922           NA      97.22115                    0                  0
## 222            NA     105.19308                    3                  3
## 4791           NA      95.14252                    2                  2
## 1254           NA     101.83384                    2                  2
## 1343           NA     119.13333                    1                  1
## 1671           NA     102.16912                    3                  3
## 1705           NA     105.06226                    2                  2
## 1719           NA     102.76731                    1                  1
## 1830           NA     100.58444                    2                  2
## 1172           NA      99.73655                    1                  1
## 11951          NA     102.85822                    2                  2
## 1311           NA      88.19396                    1                  1
## 1313           NA      95.37013                    0                  0
## 1353           NA     106.76414                    2                  2
## 1360           NA      86.08554                    1                  1
## 1895           NA      94.19352                    2                  2
## 1983           NA      86.20000                    0                  0
## 2248           NA      94.41780                    1                  1
## 2357           NA     108.04966                    4                  4
## 226            NA     104.95134                    3                  3
## 480            NA     105.18471                    3                  3
## 845            NA      98.08223                    2                  2
## 1552           NA      86.67565                    1                  1
## 1609           NA     103.89913                    2                  2
## 1703           NA    -140.90000                    0                  0
## 1728           NA     100.99212                    2                  2
## 2145           NA     108.96977                    2                  2
## 249            NA     101.49155                    2                  2
## 251            NA     101.46912                    2                  2
## 506            NA      96.51015                    1                  1
## 556            NA      93.91515                    2                  2
## 1208           NA      98.94038                    1                  1
## 1283           NA     102.57724                    1                  1
## 1284           NA     103.26837                    2                  2
## 2345           NA      88.54073                    0                  0
## 2565           NA      89.44968                    1                  1
## 317            NA     105.79273                    2                  2
## 335            NA     105.71362                    2                  2
## 663            NA      97.63043                    1                  1
## 1333           NA     102.53605                    1                  1
## 1475           NA     101.42564                    1                  1
## 19961          NA      69.51111                    0                  0
## 2113           NA     114.13872                    2                  2
## 2368           NA      95.95667                    1                  1
## 22             NA     108.38202                    2                  2
## 63             NA     108.36241                    2                  2
## 168            NA     108.24719                    2                  2
## 174            NA     108.55171                    2                  2
## 673            NA      97.93119                    3                  3
## 1177           NA     100.29456                    3                  3
## 1180           NA     108.44687                    2                  2
## 1260           NA      97.78621                    2                  2
## 1744           NA      96.58994                    1                  1
## 1759           NA     105.35990                    2                  2
## 2222           NA      97.06371                    1                  1
## 2362           NA      88.67249                    0                  0
## 2530           NA      74.43654                    0                  0
## 2600           NA     103.40859                    3                  3
## 2641           NA      93.71194                    0                  0
## 7581           NA     104.54447                    2                  2
## 1178           NA      97.28347                    1                  1
## 1287           NA     100.47153                    2                  2
## 1445           NA     109.26471                    1                  1
## 19561          NA      96.88713                    1                  1
## 2229           NA      98.03626                    1                  1
## 2246           NA      84.35941                    0                  0
## 2312           NA      95.83478                    2                  2
## 2412           NA      91.78735                    0                  0
## 173            NA     110.94228                    2                  2
## 315            NA     111.00768                    2                  2
## 376            NA     110.94826                    2                  2
## 1630           NA      90.60000                    0                  0
## 1646           NA      97.31137                    1                  1
## 1683           NA     101.64063                    2                  2
## 1891           NA      99.10272                    0                  0
## 1930           NA     114.47236                    3                  3
## 2007           NA     100.99980                    1                  1
## 2252           NA      88.36000                    0                  0
## 2471           NA      90.77500                    0                  0
## 2511           NA      97.43591                    1                  1
## 152            NA     109.19231                    2                  2
## 307            NA     109.83155                    2                  2
## 414            NA     109.06931                    2                  2
## 1185           NA     106.77634                    3                  3
## 1331           NA      98.61657                    4                  4
## 1351           NA     101.08696                    2                  2
## 1565           NA      32.38889                    0                  0
## 1718           NA      53.10000                    0                  0
## 1808           NA     119.30833                    1                  1
## 2013           NA     105.84775                    4                  4
## 2031           NA            NA                    0                  0
## 2090           NA      96.73943                    0                  0
## 598            NA      91.07018                    0                  0
## 1155           NA     101.95608                    2                  2
## 13581          NA      77.95714                    1                  1
## 1533           NA      99.66929                    2                  2
## 2025           NA      97.31965                    1                  1
## 2035           NA     100.24853                    1                  1
## 2307           NA     100.70141                    2                  2
## 2498           NA      92.78060                    0                  0
## 5321           NA      98.07501                    0                  0
## 975            NA     100.69764                    2                  2
## 1040           NA      95.69865                    1                  1
## 1214           NA      98.56923                    1                  1
## 1612           NA            NA                    0                  0
## 2006           NA            NA                    0                  0
## 2338           NA      89.86522                    1                  1
## 2504           NA      90.19739                    0                  0
## 2536           NA     100.49016                    2                  2
## 279            NA     107.78917                    2                  2
## 351            NA     107.34337                    2                  2
## 1336           NA      95.41900                    1                  1
## 13492          NA      91.70455                    0                  0
## 1356           NA     101.74617                    2                  2
## 1417           NA      91.05541                    1                  1
## 15091          NA     104.15789                    3                  3
## 1542           NA     103.89048                    3                  3
## 2055           NA      97.10404                    2                  2
## 2273           NA      92.92727                    1                  1
## 2499           NA      96.65854                    1                  1
## 2566           NA      96.79500                    2                  2
## 51             NA      91.78498                    0                  0
## 365            NA      91.90542                    0                  0
## 552            NA      97.95745                    1                  1
## 630            NA     104.36201                    3                  3
## 1493           NA      89.45294                    0                  0
## 1506           NA     114.83494                    2                  2
## 1514           NA      86.70000                    0                  0
## 1925           NA      93.42263                    1                  1
## 2349           NA      97.66711                    1                  1
## 2413           NA      76.61500                    1                  1
## 2629           NA      92.44831                    1                  1
## 48             NA     108.68139                    1                  1
## 246            NA     106.99176                    1                  1
## 1428           NA      94.82735                    1                  1
## 14872          NA      94.60556                    1                  1
## 1503           NA      95.17900                    1                  1
## 16981          NA     107.77113                    3                  3
## 1700           NA     105.27782                    3                  3
## 2169           NA      44.70000                    0                  0
## 2178           NA     104.29401                    3                  3
## 2626           NA      95.80305                    0                  0
## 3951           NA     106.00021                    1                  1
## 1270           NA      75.95000                    0                  0
## 1315           NA     108.42673                    3                  3
## 1381           NA      97.99559                    2                  2
## 16531          NA      52.80000                    0                  0
## 1661           NA      98.86619                    2                  2
## 2027           NA     103.85759                    3                  3
## 2128           NA     105.23405                    2                  2
## 1220           NA      91.27185                    1                  1
## 1369           NA      43.20000                    1                  1
## 1392           NA      98.37446                    1                  1
## 1751           NA     109.77008                    2                  2
## 1988           NA     111.92132                    1                  1
## 2153           NA     106.56667                    2                  2
## 2167           NA      98.99476                    0                  0
## 2437           NA     100.00000                    1                  1
## 2454           NA      94.50217                    1                  1
## 2578           NA     103.47722                    1                  1
## 1097           NA     101.17405                    2                  2
## 1209           NA     103.05000                    1                  1
## 1335           NA     102.76739                    2                  2
## 1975           NA     101.86381                    1                  1
## 2187           NA     105.92100                    1                  1
## 2259           NA      74.60862                    1                  1
## 2341           NA      95.00140                    1                  1
## 2453           NA      96.63185                    1                  1
## 2522           NA      96.45303                    1                  1
## 574            NA      95.32831                    1                  1
## 590            NA     106.40150                    2                  2
## 983            NA     102.15238                    2                  2
## 1013           NA      97.39544                    1                  1
## 2076           NA      79.82500                    0                  0
## 2158           NA      87.32308                    1                  1
## 2177           NA      88.64355                    0                  0
## 2324           NA      92.37563                    1                  1
## 182            NA      97.16424                    0                  0
## 212            NA      97.04110                    0                  0
## 333            NA      97.26360                    0                  0
## 609            NA      92.80295                    0                  0
## 1162           NA      93.84484                    2                  2
## 1286           NA     101.49538                    1                  1
## 1426           NA     102.10977                    1                  1
## 1611           NA      94.88729                    2                  2
## 1882           NA     104.80711                    2                  2
## 1958           NA     104.71590                    2                  2
## 2038           NA     103.14146                    2                  2
## 2467           NA      98.09294                    0                  0
## 756            NA      88.37209                    1                  1
## 780            NA     103.25201                    2                  2
## 991            NA      95.10972                    1                  1
## 1305           NA     105.01622                    4                  4
## 1373           NA            NA                    0                  0
## 1459           NA     100.27407                    3                  3
## 1594           NA     -19.90000                    0                  0
## 1860           NA      98.91250                    0                  0
## 613            NA      90.88986                    0                  0
## 1108           NA     100.65049                    3                  3
## 2279           NA     107.03538                    2                  2
## 2310           NA      65.60000                    0                  0
## 2333           NA     103.26265                    1                  1
## 2348           NA     100.36298                    2                  2
## 2372           NA      92.95993                    1                  1
## 2526           NA      86.72727                    1                  1
## 2574           NA      97.83390                    2                  2
## 111            NA      85.40971                    0                  0
## 1438           NA      97.02961                    2                  2
## 15041          NA     107.65192                    1                  1
## 1811           NA            NA                    0                  0
## 2092           NA      86.16667                    1                  1
## 2131           NA            NA                    0                  0
## 2410           NA     109.54138                    3                  3
## 2539           NA     101.06200                    1                  1
## 1111           NA      85.40971                    0                  0
## 14381          NA      97.02961                    2                  2
## 15042          NA     107.65192                    1                  1
## 18111          NA            NA                    0                  0
## 20921          NA      86.16667                    1                  1
## 21311          NA            NA                    0                  0
## 24101          NA     109.54138                    3                  3
## 25391          NA     101.06200                    1                  1
## 529            NA      94.86048                    0                  0
## 638            NA     101.63300                    2                  2
## 951            NA     105.43888                    4                  4
## 1505           NA      98.19568                    1                  1
## 1614           NA     102.37452                    2                  2
## 1927           NA     100.52779                    3                  3
## 2481           NA      95.48622                    2                  2
## 2590           NA     104.51765                    3                  3
## 467            NA     103.33583                    2                  2
##            xwoba    xwoba_r   xwoba_l      K_pct     BB_pct   K_per_9
## 479   0.31962500 0.26854839 0.3676061 0.18748750 0.10941250  8.276786
## 532   0.36508036 0.32645333 0.4433784 0.16962411 0.15179821  7.704270
## 1032  0.31024170 0.32145833 0.2737401 0.25730000 0.05440000  9.736078
## 1042  0.27678723 0.34381481 0.1863000 0.23400000 0.04260000  8.485690
## 1047  0.28752632 0.32135294 0.0000000 0.21050000 0.00000000  7.714280
## 1964  0.35687500 0.34639474 0.3790000 0.19300000 0.07020000  9.281256
## 2148  0.48246154 0.62442857 0.3168333 0.07690000 0.07690000  4.500000
## 2154  0.32950000 0.30050000 0.4165000 0.00000000 0.00000000  0.000000
## 2192  0.28593103 0.20993333 0.3673571 0.16670000 0.13330000  6.428571
## 2241  0.33154167 0.27670370 0.4020476 0.10420000 0.04170000  4.090909
## 447   0.32163743 0.34063366 0.2942286 0.20351395 0.04651395  7.473493
## 490   0.31337618 0.31268159 0.3145593 0.17790675 0.07977791  7.061780
## 496   0.36312500 0.35206164 0.3862000 0.13123484 0.07690317  5.308367
## 923   0.31360248 0.30821591 0.3200959 0.22840000 0.08640000  8.919650
## 1038  0.30192430 0.29805063 0.3214574 0.21850000 0.10140000  8.353939
## 1960  0.36000000 0.43566667 0.2843333 0.00000000 0.00000000  0.000000
## 1984  0.39090741 0.35945455 0.4403333 0.12730000 0.10910000  5.108122
## 1996  0.52520000 0.35866667 0.5965714 0.00000000 0.10000000  0.000000
## 2009  0.27647368 0.32328571 0.1454000 0.26320000 0.10530000  9.000000
## 2051  0.37173404 0.35360345 0.4009444 0.12630000 0.07370000  5.225798
## 2085  0.32351724 0.31143333 0.3503704 0.18390000 0.08050000  7.322033
## 342   0.43691603 0.41692754 0.4591613 0.08331970 0.09092045  3.810000
## 362   0.32179144 0.32592784 0.3173333 0.19526623 0.03165356  7.435721
## 896   0.38644681 0.30388235 0.4332333 0.06380000 0.12770000  2.892858
## 1195  0.29904167 0.28347134 0.3284940 0.23970000 0.09090000  8.897733
## 1389  0.39300000 0.42391429 0.3479167 0.21310000 0.09840000  9.486512
## 1393  0.46600000 0.42475000 0.4990000 0.00000000 0.00000000  0.000000
## 1463  0.27747525 0.28560656 0.2650750 0.26730000 0.11880000  9.592118
## 1767  0.26269231 0.21887500 0.3328000 0.23080000 0.00000000  8.265323
## 2587  0.28477143 0.28645000 0.2825333 0.31430000 0.05710000 11.880005
## 2607  0.39237879 0.41325581 0.3533478 0.16670000 0.13640000  6.750017
## 137   0.33279273 0.32670000 0.3401040 0.22384477 0.10110469  8.910123
## 258   0.27425616 0.28642308 0.2614747 0.22055245 0.11766176  8.610931
## 377   0.33965854 0.27707500 0.3992619 0.10842892 0.08434217  4.500000
## 1581  0.38621053 0.49916667 0.1925714 0.05260000 0.05260000  2.250000
## 1640  0.34367742 0.34177778 0.3463077 0.16130000 0.19350000  6.749997
## 2382  0.29034118 0.29552229 0.2820408 0.15910000 0.05300000  6.064174
## 2503  0.29308571 0.30645902 0.2536129 0.26120000 0.08980000  9.818176
## 2622  0.33029167 0.40311538 0.2442273 0.25000000 0.12500000 10.800000
## 69    0.29957006 0.30838372 0.2888944 0.28570984 0.08254540 10.768545
## 136   0.30880556 0.33571074 0.2745368 0.21098991 0.09631972  8.351358
## 1101  0.37466497 0.38031530 0.3481739 0.15700000 0.07220000  6.200000
## 1268  0.30418834 0.26705785 0.3482353 0.17860000 0.09820000  7.058824
## 1279  0.28882022 0.23861702 0.3450000 0.22960000 0.09260000  8.718750
## 1308  0.30167000 0.31302174 0.2920000 0.29000000 0.14000000 11.347826
## 1324  0.16900000 0.16900000        NA 0.00000000 0.00000000  0.000000
## 1330  0.28905696 0.28009554 0.2979057 0.29970000 0.16400000 11.820282
## 2104  0.46320000 0.77066667 0.0020000 0.20000000 0.20000000  9.000000
## 2314  0.18362500 0.17916667 0.1970000 0.37500000 0.08330000 12.149994
## 2381  0.31463107 0.38965517 0.2179333 0.28710000 0.11000000 11.328687
## 55    0.33527255 0.29118216 0.3844855 0.16827099 0.06575609  6.584815
## 1153  0.29050296 0.30057600 0.2618864 0.19650000 0.04620000  7.714279
## 1439  0.58090476 0.69000000 0.3627143 0.04760000 0.09520000  1.928570
## 1617  0.29015498 0.32862893 0.2355357 0.25370000 0.06620000  9.553846
## 1653  0.39677778 0.42250000 0.3453333 0.00000000 0.00000000  0.000000
## 1737  0.29429231 0.27112571 0.3419882 0.21800000 0.06390000  7.714282
## 1926  0.27867368 0.25724038 0.3045930 0.31940000 0.10990000 11.517475
## 2300  0.33317647 0.31010000 0.3661429 0.17650000 0.17650000  9.000000
## 238   0.32101909 0.33021972 0.3110000 0.20087249 0.08737074  7.813255
## 1077  0.29936935 0.30963198 0.2642087 0.24610000 0.09770000  9.529412
## 1159  0.32660000 0.29957143 0.3896667 0.30000000 0.20000000 13.500000
## 1253  0.06500000 0.06500000        NA 0.00000000 0.00000000  0.000000
## 1387  0.30845455 0.28266667 0.3494118 0.20450000 0.09090000  7.363636
## 1450  0.36337500 0.36066667 0.3650000 0.00000000 0.12500000  0.000000
## 1915  0.39286957 0.43806250 0.2895714 0.17390000 0.17390000  9.000000
## 2483  0.48840000 0.58066667 0.3500000 0.20000000 0.20000000  9.000000
## 612   0.35900000 0.37799160 0.3025000 0.17395590 0.11180435  7.285791
## 1229  0.49957143 0.39350000 0.7647500 0.07140000 0.00000000  3.374996
## 1231  0.28950000 0.25738889 0.3376667 0.23330000 0.03330000  7.875000
## 1349  0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 1553  0.30690840 0.30653552 0.3077722 0.24330000 0.04940000  9.240646
## 1660  0.30308411 0.31353030 0.2862683 0.20560000 0.10280000  8.250000
## 1663  0.27834343 0.27604000 0.2806939 0.27270000 0.10610000 10.195797
## 1959  0.57575000 0.40500000 0.7465000 0.00000000 0.00000000  0.000000
## 6121  0.35900000 0.37799160 0.3025000 0.17395590 0.11180435  7.285791
## 12291 0.49957143 0.39350000 0.7647500 0.07140000 0.00000000  3.374996
## 12311 0.28950000 0.25738889 0.3376667 0.23330000 0.03330000  7.875000
## 13491 0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 15531 0.30690840 0.30653552 0.3077722 0.24330000 0.04940000  9.240646
## 16601 0.30308411 0.31353030 0.2862683 0.20560000 0.10280000  8.250000
## 16631 0.27834343 0.27604000 0.2806939 0.27270000 0.10610000 10.195797
## 19591 0.57575000 0.40500000 0.7465000 0.00000000 0.00000000  0.000000
## 476   0.30700000 0.29902299 0.3178437 0.22365921 0.11843026  8.495565
## 527   0.35533754 0.36942857 0.3073889 0.21383774 0.10066415  8.848547
## 576   0.38459701 0.38256790 0.3876981 0.20891642 0.14176866  9.186656
## 2047  0.07166667 0.07166667        NA 0.00000000 0.00000000  0.000000
## 2118  0.31180000 0.25286713 0.3838291 0.23660000 0.09540000  8.497457
## 2133  0.29690400 0.28015094 0.3261758 0.27090000 0.14340000 11.127273
## 2134  0.60166667 0.40400000 0.9970000 0.00000000 0.00000000  0.000000
## 2139  0.29664557 0.34520930 0.2386389 0.28750000 0.12500000 11.500000
## 2181  0.36520000 0.52525000 0.2585000 0.30000000 0.15000000 14.727259
## 2190  0.43044776 0.40826667 0.4758182 0.08960000 0.16420000  4.050010
## 2205  0.28477211 0.30142466 0.2683446 0.21190000 0.05300000  7.926602
## 2206  0.35372917 0.31529464 0.4075375 0.23080000 0.09740000  9.418605
## 758   0.28360870 0.25016602 0.3156889 0.29270000 0.08260000 10.772407
## 820   0.32863845 0.32594322 0.3320560 0.17890000 0.09120000  6.833764
## 1535  0.33662857 0.33881967 0.3335909 0.21500000 0.12150000  8.871441
## 1546  0.25918341 0.28592800 0.2270385 0.36170000 0.06810000 13.265889
## 1555  0.29839568 0.26851111 0.3532857 0.28370000 0.14890000 11.250000
## 1618  0.26311765 0.32690000 0.1720000 0.35290000 0.05880000 10.800000
## 1684  0.30504211 0.32636364 0.2818462 0.21130000 0.14430000  8.261188
## 1740  0.31258000 0.32514706 0.2858750 0.19610000 0.09800000  8.181818
## 1746  0.38792857 0.24537500 0.5780000 0.14290000 0.21430000  6.749991
## 2515  0.31408511 0.26303448 0.3963333 0.12500000 0.00000000  4.909091
## 2577  0.25712613 0.27929851 0.2233636 0.37610000 0.09400000 13.655172
## 537   0.37994505 0.39689706 0.3298261 0.14130217 0.08691522  5.771748
## 960   0.31207810 0.31136951 0.3127741 0.27300000 0.10080000 10.881356
## 1068  0.34920354 0.36782979 0.2570526 0.14160000 0.03540000  5.333333
## 12531 0.06500000 0.06500000        NA 0.00000000 0.00000000  0.000000
## 1301  0.31299099 0.31863077 0.3050217 0.18750000 0.06250000  6.914643
## 1487  0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1508  0.29376471 0.23738028 0.3771667 0.27500000 0.13330000 11.278495
## 1735  0.27551515 0.21000000 0.3901667 0.18180000 0.09090000  6.230767
## 2294  0.20361538 0.09033333 0.4585000 0.61540000 0.00000000 18.000000
## 805   0.33626087 0.32347059 0.3725000 0.21740000 0.08700000  9.642851
## 1563  0.37712281 0.39376389 0.3485952 0.18970000 0.09480000  7.867555
## 1576  0.18150000 0.23733333 0.0140000 0.25000000 0.25000000  9.000000
## 1578  0.33796970 0.38628571 0.2534167 0.18180000 0.15150000  7.714286
## 1588  0.23900000 0.23900000        NA 0.00000000 0.00000000  0.000000
## 1606  0.22771064 0.25141722 0.1850952 0.31650000 0.07170000 10.657900
## 1644  0.37633333 0.42864286 0.3031000 0.00000000 0.08330000  0.000000
## 1650  0.32583784 0.31143478 0.3495000 0.24320000 0.10810000  9.000000
## 1655  0.47175000 0.49133333 0.4130000 0.00000000 0.00000000  0.000000
## 1679  0.28800000 0.29412381 0.2760926 0.23600000 0.11180000  9.079638
## 1698  0.35727941 0.37618868 0.2904667 0.21740000 0.04350000  7.941176
## 1712  0.50985714 0.28825000 0.8053333 0.00000000 0.28570000  0.000000
## 1722  0.33470130 0.27398276 0.5200526 0.16880000 0.10390000  7.019999
## 1745  0.31494488 0.28209211 0.3639020 0.20610000 0.12980000  8.010998
## 2562  0.40352381 0.40814286 0.3942857 0.17460000 0.19050000  7.815769
## 366   0.35722598 0.35362457 0.3611487 0.19361652 0.07106750  7.935424
## 389   0.25712963 0.27319355 0.2354783 0.29627222 0.09260556 10.181818
## 424   0.26646667 0.25025000 0.2886579 0.25554667 0.02218667  8.872144
## 1627  0.43542857 0.46660000 0.3575000 0.14290000 0.42860000  9.000000
## 1668  0.35468512 0.33004636 0.3816449 0.23470000 0.09860000  9.703125
## 2123  0.03950000 0.07200000 0.0070000 0.00000000 0.00000000  0.000000
## 2146  0.28522695 0.25601714 0.3330000 0.28420000 0.11230000 11.101517
## 21811 0.36520000 0.52525000 0.2585000 0.30000000 0.15000000 14.727259
## 231   0.35696875 0.35769565 0.3551111 0.25000000 0.03123750  9.962742
## 592   0.31111508 0.34307792 0.2608878 0.18355664 0.11325898  7.337212
## 813   0.42425926 0.29350000 0.5288667 0.14810000 0.03700000  8.307698
## 1088  0.33569364 0.35225342 0.2461481 0.15520000 0.09200000  6.075000
## 1449  0.29268142 0.25233083 0.3503871 0.26640000 0.05680000  9.201112
## 1670  0.35116923 0.35192857 0.3502833 0.17620000 0.09960000  6.977532
## 1945  0.31007985 0.29959236 0.3256132 0.19850000 0.08990000  7.994409
## 2306  0.17150000 0.24950000 0.0935000 0.25000000 0.00000000  9.000000
## 2527  0.32082326 0.33688961 0.2802623 0.13510000 0.06310000  5.259744
## 340   0.31859916 0.29948980 0.3498111 0.27424557 0.11812278 10.259379
## 429   0.32951454 0.31272385 0.3488077 0.20934699 0.09130200  7.735958
## 807   0.23471849 0.24080672 0.2286303 0.42680000 0.03350000 14.269438
## 9231  0.31360248 0.30821591 0.3200959 0.22840000 0.08640000  8.919650
## 1867  0.46363636 0.49000000 0.4320000 0.18180000 0.09090000  6.749991
## 1956  0.52846429 0.53005556 0.5256000 0.10710000 0.10710000  6.750000
## 2334  0.17740000 0.18350000 0.1733333 0.00000000 0.00000000  0.000000
## 2450  0.30219340 0.33520000 0.2630619 0.26390000 0.12040000 10.192059
## 372   0.34420062 0.31991176 0.3659327 0.22772077 0.10150231  9.235100
## 412   0.41001980 0.35975385 0.5007778 0.12874455 0.11884752  6.048646
## 775   0.41206061 0.51166667 0.2925333 0.18180000 0.15150000  8.526320
## 1358  0.32550000 0.02300000 0.4263333 0.00000000 0.25000000  0.000000
## 1448  0.42164550 0.39203704 0.4611235 0.16670000 0.13020000  7.322040
## 1899  0.27571429 0.27481818 0.2790000 0.07140000 0.00000000  3.000000
## 1939  0.26587500 0.21877778 0.3264286 0.00000000 0.06250000  0.000000
## 2302  0.23594118 0.20900000 0.2853333 0.22220000 0.05560000  9.818173
## 347   0.30051765 0.30021495 0.3010317 0.20112759 0.10349310  7.439481
## 743   0.28755368 0.25686005 0.3152202 0.24010000 0.05970000  8.795771
## 1374  0.66875000 0.73150000 0.6060000 0.00000000 0.50000000  0.000000
## 1376  0.33940909 0.32683333 0.3545000 0.25000000 0.11360000 11.423073
## 14871 0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1509  0.24857143 0.12283333 0.3428750 0.28570000 0.07140000  9.818173
## 1874  0.36040000 0.26900000 0.4213333 0.00000000 0.00000000  0.000000
## 2270  0.43179070 0.43087500 0.4329474 0.13950000 0.13950000  6.230767
## 711   0.27233379 0.26978431 0.2756151 0.33470000 0.05650000 12.060684
## 10421 0.27678723 0.34381481 0.1863000 0.23400000 0.04260000  8.485690
## 1161  0.31487308 0.36068831 0.2483113 0.22260000 0.09430000  8.211336
## 1235  0.31303876 0.31086842 0.3161509 0.26820000 0.11110000  9.895283
## 1300  0.37925000 0.46333333 0.1270000 0.00000000 0.00000000  0.000000
## 1320  0.37712941 0.35752679 0.4149828 0.21640000 0.12280000  9.424537
## 2238  0.34465217 0.39929412 0.1898333 0.13040000 0.00000000  5.400000
## 2569  0.29812167 0.31238012 0.2716196 0.29210000 0.13480000 12.034292
## 395   0.29092628 0.29036723 0.2916593 0.33333333 0.11112222 12.990105
## 1429  0.25891379 0.27242424 0.2410800 0.31030000 0.01720000 11.045429
## 1440  0.09700000 0.13650000 0.0180000 0.33330000 0.00000000  9.000000
## 1443  0.30333735 0.32295139 0.2764381 0.31080000 0.08760000 10.911906
## 1474  0.34813167 0.36262420 0.3297823 0.26600000 0.10990000 10.657900
## 1501  0.35456962 0.31156522 0.4145152 0.17280000 0.08640000  7.269245
## 1502  0.26104286 0.23965934 0.3007551 0.34040000 0.12060000 12.831671
## 1504  0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 1516  0.30720370 0.34542857 0.2660385 0.23210000 0.07140000  8.775022
## 1922  0.33648000 0.37917647 0.2457500 0.16000000 0.16000000  6.352938
## 222   0.26998400 0.26181208 0.2820396 0.24801772 0.04327362  8.663390
## 4791  0.31962500 0.26854839 0.3676061 0.18748750 0.10941250  8.276786
## 1254  0.31435417 0.28039216 0.3528444 0.28210000 0.09740000 10.683461
## 1343  0.18300000 0.18300000        NA 0.00000000 0.00000000  0.000000
## 1671  0.34045833 0.31331148 0.3877714 0.12500000 0.03130000  4.563374
## 1705  0.25849682 0.26988750 0.2466623 0.28660000 0.07640000 10.296618
## 1719  0.29551613 0.29424779 0.2974795 0.23530000 0.06420000  9.428571
## 1830  0.24979167 0.20881250 0.3317500 0.25000000 0.04170000 10.800000
## 1172  0.29748000 0.24732143 0.3613182 0.18000000 0.08000000  6.750000
## 11951 0.29904167 0.28347134 0.3284940 0.23970000 0.09090000  8.897733
## 1311  0.32110791 0.31088571 0.3314783 0.28780000 0.17990000 11.489374
## 1313  0.30784868 0.32686905 0.2843529 0.19480000 0.09740000  7.570087
## 1353  0.25794222 0.20483654 0.3035868 0.38500000 0.12390000 14.500000
## 1360  0.34179825 0.31277922 0.4021892 0.14530000 0.10260000  6.557152
## 1895  0.36504444 0.35146429 0.3874118 0.15560000 0.18890000  7.411765
## 1983  0.58583333 0.54777778 0.7000000 0.08330000 0.25000000  4.500000
## 2248  0.39247619 0.32323333 0.4848000 0.20560000 0.14020000  9.281265
## 2357  0.28101316 0.30896226 0.2166087 0.21050000 0.07890000  7.322021
## 226   0.32908696 0.28745070 0.3962727 0.19329412 0.05882017  7.768298
## 480   0.32974021 0.35037158 0.2912143 0.25091767 0.06007774  9.282812
## 845   0.33019751 0.33001445 0.3304108 0.22760000 0.08360000  9.187500
## 1552  0.43993103 0.46223529 0.4083333 0.10340000 0.24140000  4.764703
## 1609  0.26527049 0.24665035 0.2916337 0.23480000 0.06480000  8.557377
## 1703  0.33575000         NA 0.3357500 0.00000000 0.00000000  0.000000
## 1728  0.32402353 0.30945652 0.3412051 0.25880000 0.10590000 11.423099
## 2145  0.27875000 0.23783333 0.4015000 0.50000000 0.00000000 18.000000
## 249   0.26059048 0.26830769 0.2500301 0.27131136 0.08515804  9.968130
## 251   0.30838542 0.33755556 0.2708810 0.29085714 0.10710408 11.745910
## 506   0.34356343 0.33643333 0.3626096 0.21431978 0.07505000  8.321701
## 556   0.34228972 0.37532051 0.2534483 0.11112500 0.12960648  4.771643
## 1208  0.28623735 0.28196914 0.2935158 0.23170000 0.08110000  8.756752
## 1283  0.31738000 0.31487500 0.3200082 0.16730000 0.03980000  5.875651
## 1284  0.30725000 0.30599065 0.3087640 0.26400000 0.09140000 10.173913
## 2345  0.33069388 0.33230556 0.3291467 0.20270000 0.10140000  8.265298
## 2565  0.34712727 0.31634286 0.4010000 0.25000000 0.17860000 10.356179
## 317   0.23015152 0.25144706 0.1916383 0.25000000 0.05300909  8.983411
## 335   0.27598742 0.27428302 0.2793962 0.29192609 0.08693416 11.043748
## 663   0.35183105 0.37350588 0.2766327 0.11311855 0.08595339  4.363951
## 1333  0.28178740 0.26931250 0.2944603 0.27340000 0.10940000 10.500000
## 1475  0.23111765 0.19654545 0.2945000 0.17650000 0.00000000  6.750000
## 19961 0.52520000 0.35866667 0.5965714 0.00000000 0.10000000  0.000000
## 2113  0.23259310 0.20468750 0.2669385 0.35620000 0.11640000 12.763625
## 2368  0.28074627 0.25914706 0.3030000 0.19120000 0.05880000  6.622629
## 22    0.31220000 0.35679310 0.2506190 0.31995200 0.07997000 12.076364
## 63    0.26520202 0.28001961 0.2494583 0.29701485 0.08909010 10.535293
## 168   0.31870303 0.28586486 0.3606000 0.22222492 0.08704595  8.557259
## 174   0.25928033 0.27013514 0.2416264 0.30324754 0.07372254 11.165779
## 673   0.33948993 0.37975281 0.2797667 0.22147383 0.11407718  8.277901
## 1177  0.31336641 0.29870482 0.3387188 0.23400000 0.11700000  9.048644
## 1180  0.24193991 0.26038710 0.2209541 0.42550000 0.09790000 15.083791
## 1260  0.47671429 0.48520000 0.4654000 0.14290000 0.05710000  6.136366
## 1744  0.35808861 0.35136538 0.3710370 0.12200000 0.13410000  5.000000
## 1759  0.30404813 0.26335200 0.3860968 0.28340000 0.08020000 10.369565
## 2222  0.30109562 0.31117361 0.2875327 0.21430000 0.10320000  7.923917
## 2362  0.37383333 0.31847619 0.4222708 0.15220000 0.20650000  7.714302
## 2530  0.35126923 0.27618750 0.4714000 0.19230000 0.19230000  9.642851
## 2600  0.26055200 0.27674691 0.2307386 0.26000000 0.08800000  9.696138
## 2641  0.35320513 0.30647143 0.4228085 0.25640000 0.08550000 10.519467
## 7581  0.28360870 0.25016602 0.3156889 0.29270000 0.08260000 10.772407
## 1178  0.30222408 0.27068783 0.3564091 0.20780000 0.13310000  8.429273
## 1287  0.26955474 0.27845122 0.2562909 0.21900000 0.10950000  8.804338
## 1445  0.51716667 0.55600000 0.4977500 0.00000000 0.16670000  0.000000
## 19561 0.52846429 0.53005556 0.5256000 0.10710000 0.10710000  6.750000
## 2229  0.37534483 0.42094643 0.2929677 0.11240000 0.10110000  4.426237
## 2246  0.36654098 0.39462500 0.3355517 0.08200000 0.08200000  3.648659
## 2312  0.32416049 0.29206522 0.3663429 0.12200000 0.08540000  5.094330
## 2412  0.32829480 0.33160417 0.3241688 0.23730000 0.11860000 10.598121
## 173   0.29350825 0.30939378 0.2656364 0.23776710 0.08143257  8.946254
## 315   0.24288994 0.21561600 0.2675054 0.38261136 0.08521117 13.808369
## 376   0.27795270 0.26831579 0.2881250 0.35138243 0.08108784 13.499988
## 1630  0.27300000 0.34600000 0.0540000 0.00000000 0.25000000  0.000000
## 1646  0.34035593 0.28097561 0.4756111 0.22030000 0.10170000  9.750000
## 1683  0.28284211 0.29123841 0.2718174 0.26120000 0.08210000  9.449995
## 1891  0.30197980 0.29777551 0.3061000 0.14850000 0.08910000  5.472965
## 1930  0.40610345 0.38865000 0.4448889 0.17240000 0.06900000  8.437505
## 2007  0.25957252 0.26718243 0.2496930 0.27100000 0.08780000 10.142857
## 2252  0.35466667 0.31463636 0.4064706 0.23080000 0.05130000  9.346150
## 2471  0.35091803 0.33782222 0.3877500 0.22950000 0.14750000  9.692308
## 2511  0.45409302 0.49066667 0.3923750 0.20930000 0.18600000 12.149994
## 152   0.30673427 0.25348864 0.3919273 0.17998667 0.08671000  7.326811
## 307   0.25429151 0.23724432 0.2858737 0.27940882 0.06618235  9.864886
## 414   0.27229528 0.28468456 0.2547143 0.18677121 0.04669377  6.397843
## 1185  0.30517857 0.27271774 0.3454300 0.27190000 0.07460000  9.905331
## 1331  0.32473026 0.30054802 0.3584331 0.21610000 0.10970000  8.185516
## 1351  0.23650000 0.10500000 0.4995000 0.33330000 0.16670000  9.000000
## 1565  0.44400000 0.33200000 0.5240000 0.08330000 0.00000000  4.500000
## 1718  0.47140000 0.58060000 0.3622000 0.00000000 0.00000000  0.000000
## 1808  0.30300000 0.27450000 0.3315000 0.00000000 0.00000000  0.000000
## 2013  0.29595238 0.30454310 0.2767885 0.23960000 0.07400000  8.818545
## 2031  0.35336364 0.32862500 0.4193333 0.00000000 0.09090000  0.000000
## 2090  0.42250000 0.39570370 0.4605789 0.14890000 0.04260000  6.750002
## 598   0.37132941 0.37875124 0.3437037 0.16342218 0.07779922  6.606119
## 1155  0.32460870 0.36500000 0.2322857 0.23910000 0.08700000  9.281221
## 13581 0.32550000 0.02300000 0.4263333 0.00000000 0.25000000  0.000000
## 1533  0.32431933 0.29197260 0.3756522 0.31670000 0.09170000 12.512211
## 2025  0.27603463 0.22594304 0.3844521 0.28760000 0.12020000 10.578947
## 2035  0.31793392 0.29644776 0.3488925 0.25760000 0.05240000  9.654545
## 2307  0.28177679 0.27942963 0.2853371 0.19560000 0.08000000  6.906981
## 2498  0.36165116 0.35879104 0.3717368 0.21840000 0.06900000  8.142857
## 5321  0.36508036 0.32645333 0.4433784 0.16962411 0.15179821  7.704270
## 975   0.29334662 0.30302113 0.2839693 0.25300000 0.05030000  9.103948
## 1040  0.32048718 0.32890625 0.2820000 0.19660000 0.08550000  7.762490
## 1214  0.38164516 0.39294286 0.3670000 0.12900000 0.17740000  5.684195
## 1612  0.37880000 0.30266667 0.4930000 0.10000000 0.00000000  3.857149
## 2006  0.46761111 0.49110000 0.4382500 0.05560000 0.05560000  3.375001
## 2338  0.28283333 0.29028125 0.2743214 0.15000000 0.08330000  5.651176
## 2504  0.33121053 0.37904167 0.2492143 0.25640000 0.10260000 10.384624
## 2536  0.26363636 0.22500000 0.2958333 0.09090000 0.18180000  3.000000
## 279   0.26387324 0.25562963 0.2781410 0.24765794 0.09347103  8.955518
## 351   0.29683333 0.27867105 0.3202288 0.23805495 0.07694505  8.466903
## 1336  0.45375000 0.43271429 0.4832000 0.20830000 0.12500000 10.384623
## 13492 0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 1356  0.31401045 0.28001163 0.3648609 0.28620000 0.12760000 10.931713
## 1417  0.28948649 0.26623810 0.3200000 0.15790000 0.13160000  7.363640
## 15091 0.24857143 0.12283333 0.3428750 0.28570000 0.07140000  9.818173
## 1542  0.23599222 0.22865942 0.2444958 0.32690000 0.08460000 11.953125
## 2055  0.32887857 0.32076136 0.3426154 0.23400000 0.12770000  8.954778
## 2273  0.31166667 0.31166667        NA 0.00000000 0.00000000  0.000000
## 2499  0.32652427 0.34348031 0.2992658 0.16670000 0.10480000  7.052234
## 2566  0.46305714 0.42504762 0.5200714 0.17140000 0.14290000  7.714286
## 51    0.34893595 0.33944444 0.3609112 0.18733707 0.14462525  7.521180
## 365   0.37428142 0.37170330 0.3768315 0.14442371 0.07358965  5.674449
## 552   0.28297297 0.24964444 0.3145474 0.23784649 0.12434541  9.144382
## 630   0.27689143 0.29841270 0.2215510 0.30766923 0.05986923 11.091160
## 1493  0.39850000 0.29800000 0.7000000 0.25000000 0.50000000 13.500014
## 1506  0.22987273 0.24631293 0.2109922 0.26520000 0.05730000  9.559804
## 1514  0.00000000 0.00000000        NA 1.00000000 0.00000000 27.000028
## 1925  0.32115138 0.30841176 0.3422805 0.18100000 0.12220000  7.105259
## 2349  0.33916514 0.34300000 0.3330476 0.17270000 0.10910000  6.840000
## 2413  0.27700000 0.41466667 0.0705000 0.20000000 0.20000000  9.000000
## 2629  0.32118056 0.36777333 0.2705362 0.19310000 0.06210000  7.714294
## 48    0.28350417 0.25751163 0.3137117 0.31560656 0.11064508 11.856648
## 246   0.25021778 0.25309524 0.2447949 0.27076245 0.06553362  9.776071
## 1428  0.34403030 0.31125000 0.3627619 0.12120000 0.12120000  5.399997
## 14872 0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1503  0.34214634 0.23227778 0.4281304 0.19280000 0.14460000  8.150928
## 16981 0.35727941 0.37618868 0.2904667 0.21740000 0.04350000  7.941176
## 1700  0.29981597 0.30626590 0.2901130 0.19800000 0.04440000  7.386799
## 2169  0.71775000 0.21950000 1.2160000 0.00000000 0.25000000  0.000000
## 2178  0.30478041 0.33318519 0.2704403 0.25080000 0.08030000 10.024758
## 2626  0.29786429 0.29320253 0.3039016 0.17610000 0.09150000  6.617647
## 3951  0.29092628 0.29036723 0.2916593 0.33333333 0.11112222 12.990105
## 1270  0.45800000 0.44512500 0.5610000 0.11110000 0.33330000  9.000000
## 1315  0.32645833 0.32100000 0.3300345 0.27080000 0.06250000 10.968715
## 1381  0.24514286 0.39670000 0.1073636 0.38100000 0.09520000 14.400000
## 16531 0.39677778 0.42250000 0.3453333 0.00000000 0.00000000  0.000000
## 1661  0.38672727 0.42659740 0.3169545 0.17210000 0.11480000  6.517241
## 2027  0.31184672 0.31836735 0.3042992 0.27760000 0.11030000 11.262038
## 2128  0.30382456 0.28634641 0.3394800 0.24570000 0.12930000  9.559000
## 1220  0.39374194 0.35887500 0.4309333 0.25000000 0.21880000 12.000000
## 1369  0.36960000 0.45675000 0.0210000 0.00000000 0.00000000  0.000000
## 1392  0.31273988 0.32933010 0.2883286 0.18860000 0.06860000  6.960932
## 1751  0.30954687 0.34697183 0.2629298 0.28130000 0.10160000 10.800000
## 1988  0.30294366 0.30809091 0.2945556 0.22540000 0.12680000  8.639983
## 2153  0.28546154 0.32527642 0.2024576 0.27420000 0.12900000 10.200000
## 2167  0.42995000 0.46341860 0.3452941 0.16670000 0.10000000  7.714290
## 2437  0.35559420 0.35146296 0.3704667 0.07250000 0.08700000  2.699995
## 2454  0.27550943 0.30812903 0.2295455 0.16980000 0.16980000  6.567586
## 2578  0.25866471 0.26308065 0.2467609 0.37210000 0.10470000 13.935495
## 1097  0.29914723 0.28904545 0.3526988 0.26200000 0.07650000  9.364533
## 1209  0.61050000 0.23333333 1.7420000 0.50000000 0.25000000 27.000028
## 1335  0.32495161 0.27545714 0.3891111 0.19050000 0.06350000  7.199985
## 1975  0.27609286 0.25040206 0.3340465 0.30070000 0.10490000 11.610011
## 2187  0.28250917 0.26313178 0.3105955 0.26030000 0.12330000  9.679245
## 2259  0.55246667 0.54330769 0.6120000 0.13330000 0.33330000 10.800044
## 2341  0.38193750 0.34577273 0.4125385 0.24490000 0.14290000 10.124968
## 2453  0.27039834 0.28917391 0.2452427 0.27570000 0.07820000 10.517448
## 2522  0.35554054 0.32474576 0.3904808 0.25000000 0.07140000  9.569632
## 574   0.32401714 0.35765683 0.2086203 0.17181859 0.06199577  6.854019
## 590   0.29698777 0.32513636 0.2537829 0.23400365 0.06082796  8.498753
## 983   0.29719974 0.30580000 0.2885092 0.24550000 0.04680000  8.921313
## 1013  0.31951155 0.32763559 0.2908955 0.20230000 0.06360000  7.626441
## 2076  0.39375000 0.23475000 0.5527500 0.06250000 0.00000000  2.250000
## 2158  0.30100000 0.50400000 0.2333333 0.50000000 0.25000000 18.000000
## 2177  0.35456667 0.29483333 0.4441667 0.15000000 0.11670000  5.926815
## 2324  0.35007265 0.35760584 0.3394330 0.31780000 0.14830000 12.735849
## 182   0.33641313 0.35385333 0.3124128 0.19924674 0.09958199  7.996071
## 212   0.31308915 0.31764516 0.3062330 0.22010425 0.09650039  8.947779
## 333   0.31597708 0.31114231 0.3216909 0.19959044 0.07066965  7.756897
## 609   0.36340855 0.34372848 0.4309470 0.18734514 0.10736337  7.664661
## 1162  0.32582639 0.29390909 0.3759821 0.26210000 0.14480000 10.687500
## 1286  0.26585121 0.23080311 0.3363125 0.26710000 0.09930000 10.028571
## 1426  0.30648855 0.26525000 0.3634727 0.27270000 0.10230000  9.868015
## 1611  0.34037500 0.27802273 0.4027273 0.13330000 0.15560000  6.352941
## 1882  0.28956250 0.29956989 0.2713137 0.27030000 0.10140000 10.285714
## 1958  0.27083832 0.22124731 0.3331622 0.35710000 0.10710000 13.728825
## 2038  0.33239576 0.33167097 0.3332734 0.21880000 0.08330000  8.177889
## 2467  0.31582105 0.35080357 0.2655897 0.22800000 0.06220000  8.136998
## 756   0.46141667 0.29366667 0.6291667 0.00000000 0.16670000  0.000000
## 780   0.31102605 0.31888104 0.3018391 0.25450000 0.05570000  9.653658
## 991   0.33993123 0.31848084 0.3549100 0.18950000 0.06980000  7.496852
## 1305  0.32266045 0.29405161 0.3619027 0.23250000 0.09230000  8.723077
## 1373  0.54557143 0.60380000 0.4000000 0.00000000 0.14290000  0.000000
## 1459  0.35959195 0.36449495 0.3531200 0.22990000 0.07470000  9.230769
## 1594  0.38822222 0.34925000 0.7000000 0.00000000 0.11110000  0.000000
## 1860  0.37215152 0.36300000 0.3862308 0.03030000 0.03030000  1.285714
## 613   0.41038636 0.39028947 0.5376667 0.06819773 0.06819773  2.522727
## 1108  0.25834628 0.25649612 0.2677059 0.25720000 0.05790000  9.270382
## 2279  0.40746667 0.30762500 0.5215714 0.13330000 0.13330000  7.714297
## 2310  0.30833333 0.46250000 0.0000000 0.33330000 0.33330000 13.500014
## 2333  0.31841667 0.29031707 0.3790526 0.22950000 0.09840000  9.692308
## 2348  0.38518367 0.44096923 0.2753030 0.30300000 0.03030000 12.461519
## 2372  0.33295192 0.36966087 0.2875591 0.15890000 0.10280000  6.800000
## 2526  0.44083333 0.38900000 0.7000000 0.00000000 0.16670000  0.000000
## 2574  0.29880769 0.32907143 0.2635000 0.29630000 0.11110000 10.799995
## 111   0.34865079 0.34186250 0.3604565 0.08730000 0.07936429  3.466836
## 1438  0.34123622 0.36623881 0.3133167 0.23620000 0.10240000  9.418594
## 15041 0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 1811  0.50521429 0.61342857 0.3970000 0.00000000 0.07690000  0.000000
## 2092  0.33473529 0.39431579 0.2592667 0.17650000 0.23530000  8.100008
## 2131  0.42223077 0.43057143 0.4125000 0.00000000 0.15380000  0.000000
## 2410  0.46577778 0.29083333 0.8156667 0.33330000 0.00000000 13.500000
## 2539  0.28663679 0.26219868 0.3471311 0.27520000 0.06880000 10.253164
## 1111  0.34865079 0.34186250 0.3604565 0.08730000 0.07936429  3.466836
## 14381 0.34123622 0.36623881 0.3133167 0.23620000 0.10240000  9.418594
## 15042 0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 18111 0.50521429 0.61342857 0.3970000 0.00000000 0.07690000  0.000000
## 20921 0.33473529 0.39431579 0.2592667 0.17650000 0.23530000  8.100008
## 21311 0.42223077 0.43057143 0.4125000 0.00000000 0.15380000  0.000000
## 24101 0.46577778 0.29083333 0.8156667 0.33330000 0.00000000 13.500000
## 25391 0.28663679 0.26219868 0.3471311 0.27520000 0.06880000 10.253164
## 529   0.33963043 0.31353125 0.3992857 0.13040217 0.17386957  5.221887
## 638   0.28549664 0.29733333 0.2735000 0.21714474 0.02634211  7.266740
## 951   0.27911881 0.29172131 0.2599000 0.27450000 0.04900000  9.818169
## 1505  0.27574359 0.24683333 0.3220000 0.10260000 0.05130000  3.857144
## 1614  0.33922917 0.32986885 0.3555429 0.12370000 0.09280000  4.835813
## 1927  0.34467925 0.27821311 0.4347778 0.18870000 0.04720000  7.605623
## 2481  0.32421101 0.41114062 0.2005778 0.22730000 0.14550000 10.074610
## 2590  0.28409375 0.25739024 0.3316957 0.31540000 0.08080000 11.412365
## 467   0.27867925 0.32452381 0.2273333 0.23899748 0.03143333  8.263365
##                   NameASCII   KsperOut     wFB_per_c    wSL_per_c    wCT_per_c
## 479           Carson Spiers 0.30654762   1.110039618   1.24979563  -6.23289124
## 532            Wes Benjamin 0.28534332  -2.291972490  -0.33373098           NA
## 1032            Sean Manaea 0.36059548  -0.075606131  -0.43603449           NA
## 1042       Reiver Sanmartin 0.31428481   2.226241430   0.35313401           NA
## 1047              Jake Latz 0.28571409   0.535412205  -4.88400012           NA
## 1964            Ryan Tepera 0.34375020  -3.180048366  -0.62084182  -2.46870241
## 2148             Josh Rojas 0.16666667  -5.285055439           NA           NA
## 2154             Rene Pinto 0.00000000 -17.498999380           NA           NA
## 2192          Braden Bristo 0.23809524   3.126226303  -2.38570008   1.76697203
## 2241              Juan Then 0.15151515   0.159069151   0.22093666           NA
## 447             Keaton Winn 0.27679604  -0.981628999   2.09738820           NA
## 490             David Price 0.26154741   0.137274663           NA   0.07283572
## 496            Wade LeBlanc 0.19660618  -0.717599883           NA  -1.34239684
## 923         Vince Velasquez 0.33035742  -1.208774163   2.14891091           NA
## 1038         Framber Valdez 0.30940516   0.246693461           NA           NA
## 1960           Chris Owings 0.00000000  -6.641622384           NA           NA
## 1984         Spencer Patton 0.18918971  -0.794894621  -2.25052807           NA
## 1996        Ildemaro Vargas 0.00000000  -3.421067766           NA           NA
## 2009          Joey Krehbiel 0.33333333   0.558107495   0.99064079           NA
## 2051            Adam Cimber 0.19354807  -0.293767679  -3.64800007           NA
## 2085           Reed Garrett 0.27118639  -0.217904433  -0.08846155           NA
## 342              Luis Cessa 0.14111111  -3.786213813  -2.39435123           NA
## 362            Zack Littell 0.27539707   0.497849393  -3.56118766   0.93402191
## 896           Xzavion Curry 0.10714289  -4.719855613   3.41654342           NA
## 1195      Hunter Strickland 0.32954565   0.575001749   0.53004222           NA
## 1389             Yoan Lopez 0.35135231  -1.728594625  -3.17420203           NA
## 1393          David Paulino 0.00000000   4.102352403           NA           NA
## 1463           Kodi Whitley 0.35526363   0.738565807   4.43476677           NA
## 1767           Cody Stashak 0.30612308  -1.232324312   2.86588392           NA
## 2587            Danny Young 0.44000017   2.909081047  -1.32564505           NA
## 2607            Anthony Kay 0.25000063   0.797959067  -5.11250285  -1.56306874
## 137         Griffin Canning 0.33000454  -1.588493773  -1.00876549           NA
## 258           Jimmy Lambert 0.31892338   0.228561564   0.04406754           NA
## 377           Brett Kennedy 0.16666667  -0.714259716  -1.86623072           NA
## 1581  Christian Bethancourt 0.08333333  -1.989478847           NA           NA
## 1640             Lucas Sims 0.24999988  -3.147127195   1.44064665           NA
## 2382           Brett Martin 0.22459905   1.408451820   1.24185402           NA
## 2503            Colin Poche 0.36363617   0.307588072  -0.88024656           NA
## 2622            Josh Walker 0.40000000  -0.779930111  -1.20166110           NA
## 69              Mike Mayers 0.39883500  -0.057363176   1.05721285  -1.10068201
## 136          Brandon Bielak 0.30930957   0.116667579  -3.12997061   2.52966591
## 1101         Patrick Corbin 0.22962963  -0.872431353  -0.74051074           NA
## 1268         Archie Bradley 0.26143791   1.027394443           NA           NA
## 1279            Dylan Floro 0.32291667   1.555621271           NA  -0.66755816
## 1308             Rowan Wick 0.42028986   0.769841477  -1.31002501   1.57118699
## 1324           Andrew Knapp 0.00000000   5.541750044           NA           NA
## 1330             Alex Reyes 0.43778823   0.242256978   2.75551442           NA
## 2104            Josh Lester 0.33333333  -1.671222183           NA           NA
## 2314           Anthony Gose 0.44999979   3.796833470   0.38176129           NA
## 2381            Josh Taylor 0.41958101  -1.497041500   2.31620266           NA
## 55               Alec Mills 0.24388204  -0.137413405   0.13345876           NA
## 1153              Joe Smith 0.28571404  -0.439240822  -1.03229972           NA
## 1439      Brandyn Sittinger 0.07142852  -2.391214243  -8.35870802           NA
## 1617              Seth Lugo 0.35384615   0.333453549  -0.92910347           NA
## 1653          Matt Reynolds 0.00000000  -9.481692314           NA           NA
## 1737        Domingo Acevedo 0.28571414  -0.652625314   1.24615225           NA
## 1926          Robert Suarez 0.42657314   1.425771567  -4.16079322   0.35701638
## 2300         Victor Mederos 0.33333333  -0.961268151   2.34767005           NA
## 238            Mitch Keller 0.28937980   0.229754162   0.68522363           NA
## 1077          Justin Steele 0.35294118  -0.524734722   1.44283710           NA
## 1159            Pedro Strop 0.50000000  -5.317599984   2.44016143   3.19749991
## 1253           Kevin Pillar 0.00000000   4.358983537           NA           NA
## 1387        Domingo Acevedo 0.27272727  -3.273852305   4.42628002           NA
## 1450         Raynel Espinal 0.00000000  -1.437674076           NA           NA
## 1915           Frank German 0.33333333  -3.756431053  -5.64099997           NA
## 2483          Jose Castillo 0.33333333  -4.697487503   2.93008741           NA
## 612      Matthew Liberatore 0.26984410  -1.379911377  -1.34124236           NA
## 1229        Ronald Torreyes 0.12499984  -7.530382100           NA           NA
## 1231              A.J. Cole 0.29166667  -1.014708355   4.98585171   3.44860906
## 1349        Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 1553           Ryan Brasier 0.34224616  -1.545464493   0.90285582           NA
## 1660           Yunior Marte 0.30555556   0.036852542  -0.80250461           NA
## 1663           Jose Leclerc 0.37762213  -2.353013979   1.88609251           NA
## 1959  Christian Bethancourt 0.00000000 -22.801198960           NA           NA
## 6121     Matthew Liberatore 0.26984410  -1.379911377  -1.34124236           NA
## 12291       Ronald Torreyes 0.12499984  -7.530382100           NA           NA
## 12311             A.J. Cole 0.29166667  -1.014708355   4.98585171   3.44860906
## 13491       Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 15531          Ryan Brasier 0.34224616  -1.545464493   0.90285582           NA
## 16601          Yunior Marte 0.30555556   0.036852542  -0.80250461           NA
## 16631          Jose Leclerc 0.37762213  -2.353013979   1.88609251           NA
## 19591 Christian Bethancourt 0.00000000 -22.801198960           NA           NA
## 476       Carmen Mlodzinski 0.31465055   0.988565237  -0.02134568   1.25648097
## 527             Sam Hentges 0.32772397  -2.494787378  -0.50765504           NA
## 576            Sean Newcomb 0.34024651  -0.236529525  -4.66966159           NA
## 2047          Brandon Dixon 0.00000000  10.766857010           NA           NA
## 2118    Enyel De Los Santos 0.31472064   0.860017331   1.78356739           NA
## 2133            Lucas Erceg 0.41212121   0.539017804  -1.04662041  -5.27229236
## 2134         Zach McKinstry 0.00000000  -8.146454529           NA           NA
## 2139           Zach Jackson 0.42592593   0.965588233  -1.17696690           NA
## 2181      Daysbel Hernandez 0.54545404   3.283975124  -7.19713943           NA
## 2190          Peter Solomon 0.15000038  -1.420162815           NA  -4.82436513
## 2205         Emmanuel Clase 0.29357784   0.736110229   1.50778214           NA
## 2206          Seth Martinez 0.34883721  -0.700142187   0.76798538           NA
## 758           Shohei Ohtani 0.39897803  -0.716804923   2.67199540   0.14038126
## 820             Zach Davies 0.25310238  -0.714092456  -2.82311750  -2.01826436
## 1535             Nick Mears 0.32857190   0.181895166           NA           NA
## 1546          Liam Hendriks 0.49132921   0.876822289   0.86662544           NA
## 1555       Huascar Brazoban 0.41666667  -2.308240304   1.72332702           NA
## 1618          Blake Treinen 0.40000000   4.409099817   4.36001044  -0.99384002
## 1684           Corey Knebel 0.30596993   0.837167534  -0.45836667           NA
## 1740             Yoan Lopez 0.30303030  -5.145370826   1.49875537           NA
## 1746          Daniel Duarte 0.24999968  -4.089525044   0.03833636           NA
## 2515           Jake Fishman 0.18181818   1.303902876  -1.82983823           NA
## 2577          Angel Perdomo 0.50574713   0.673821193   1.68664705           NA
## 537          Daniel Castano 0.21376843  -2.778968218   2.28644882           NA
## 960             Dylan Cease 0.40301318  -0.257542611   0.35130554           NA
## 1068           Hyun Jin Ryu 0.19753086  -1.390024243  -5.90927856  -1.03832252
## 12531          Kevin Pillar 0.00000000   4.358983537           NA           NA
## 1301            Chris Mazza 0.25609788   1.140229614   1.54023968  -0.60978379
## 1487         Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1508         Demarcus Evans 0.41772205  -0.317908499  -0.58838801  -0.11975923
## 1735          Luis F. Ortiz 0.23076915   2.870879297   7.34024975           NA
## 2294          John McMillon 0.66666667   0.260248262   5.43118753           NA
## 805       Stephen Strasburg 0.35714261  -4.142907054           NA           NA
## 1563            Ian Kennedy 0.29139091   0.002350028           NA -15.81688854
## 1576         Ehire Adrianza 0.33333333   3.685491780           NA           NA
## 1578            Kirby Yates 0.28571429  -2.910724585  20.85379958           NA
## 1588         Randal Grichuk 0.00000000   0.608535018           NA  12.91794926
## 1606             Jason Adam 0.39473704   1.393096392   2.97468848           NA
## 1644           Carson Kelly 0.00000000  -3.880922978  -3.62882987           NA
## 1650       Kyle Barraclough 0.33333333  -1.237565652   2.15442862   3.01122492
## 1655         Kevin Plawecki 0.00000000   6.020350116           NA           NA
## 1679          Reyes Moronta 0.33628288  -0.071222252   0.69628275           NA
## 1698       Keynan Middleton 0.29411765  -4.013721278   1.05234102           NA
## 1712     Willians Astudillo 0.00000000   4.080049906           NA           NA
## 1722              Jake Reed 0.25999995   0.488472707  -2.76914374           NA
## 1745     Jonathan Hernandez 0.29670363  -0.876574657   2.65382715           NA
## 2562          Daniel Norris 0.28947291   1.266934604  -1.43913903           NA
## 366             Luke Weaver 0.29390458  -1.455878319  -5.59033048  -1.03646720
## 389             Miguel Diaz 0.37710438   1.953431981   4.25672803           NA
## 424          James McArthur 0.32859792  -1.002411514   2.69454370           NA
## 1627     Jackie Bradley Jr. 0.33333333  -1.884376605           NA           NA
## 1668             Rowan Wick 0.35937500  -0.229914989  -3.85416968  -4.02524839
## 2123            Seby Zavala 0.00000000   9.444316228           NA           NA
## 2146           Jordan Hicks 0.41116731   0.779022610  -0.52538741           NA
## 21811     Daysbel Hernandez 0.54545404   3.283975124  -7.19713943           NA
## 231          Daniel Mengden 0.36899043  -0.317726914 -10.58731184   1.50878446
## 592        Reiver Sanmartin 0.27174857   0.877764080  -1.48578374           NA
## 813          Jerad Eickhoff 0.30769253 -11.336053050 -10.20040512           NA
## 1088            Cole Ragans 0.22500000  -2.963506492           NA  -0.12135949
## 1449           Jorge Alcala 0.34078194   0.088664818   2.64150996           NA
## 1670         Andres Machado 0.25842710  -0.254178844  -2.51461801           NA
## 1945            Luis Garcia 0.29608923  -0.308864823  -0.56907451           NA
## 2306         Mitch Moreland 0.33333333   1.621053884           NA           NA
## 2527              John King 0.19480532  -0.063295662  -0.83606171  -7.28734840
## 340          Michael Fulmer 0.37997699  -0.622146884   0.21690091           NA
## 429            Javier Assad 0.28651695   1.001879901   0.52952357   0.39253751
## 807            Jacob deGrom 0.52849770   1.353647998   2.07981301           NA
## 9231        Vince Velasquez 0.33035742  -1.208774163   2.14891091           NA
## 1867         Aneurys Zabala 0.24999968  -6.586590680           NA           NA
## 1956           Paolo Espino 0.25000000 -12.984694370  -5.18870257           NA
## 2334             Adam Eaton 0.00000000  -0.653937506   3.68363336           NA
## 2450        Joely Rodriguez 0.37748368   0.705278994  -3.14984012           NA
## 372           Jack Flaherty 0.34204075  -0.543319345  -1.01271860           NA
## 412              Adam Oller 0.22402391  -1.340614375  -1.44768037  -5.29959083
## 775            Ryan Feltner 0.31578963  -4.680934078  -1.63385953  -3.61064002
## 1358          Akeem Bostick 0.00000000   7.608000040  22.01620042           NA
## 1448           Bryan Garcia 0.27118666  -1.910852918  -0.25851813           NA
## 1899           Easton McGee 0.11111111   4.330037534  -5.37147396   7.50830025
## 1939        Eduardo Escobar 0.00000000   0.656120479           NA           NA
## 2302           Oliver Perez 0.36363602  -0.320436845   1.84105552           NA
## 347             JT Chargois 0.27553634   1.023717971   0.09131872           NA
## 743         Sandy Alcantara 0.32576931   0.749987052   0.99801484           NA
## 1374           Roel Ramirez 0.00000000  -7.932111290   2.16247340           NA
## 1376          Dusten Knight 0.42307677  -3.940027621 -10.70320010           NA
## 14871        Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1509           Dauri Moreta 0.36363602   0.960892657   6.51784473           NA
## 1874            Alejo Lopez 0.00000000  -3.111507801           NA           NA
## 2270            Devin Sweet 0.23076915  -0.868913289  -1.58661671           NA
## 711             Gerrit Cole 0.44669202   0.853160124   1.57279635           NA
## 10421      Reiver Sanmartin 0.31428481   2.226241430   0.35313401           NA
## 1161          Mark Melancon 0.30412354  -0.674483020           NA   0.90123961
## 1235           Luke Jackson 0.36649196  -0.784515954   1.93000006           NA
## 1300       Daniel Robertson 0.00000000  -0.666790977           NA           NA
## 1320            Buck Farmer 0.34905692  -1.370190747           NA           NA
## 2238         Brenan Hanifee 0.20000000  -0.065223539  -0.70336470  -1.51391434
## 2569           Aaron Bummer 0.44571453  -0.351199997   1.04257520  -0.82601915
## 395         Trevor Richards 0.48111499  -1.208815071           NA           NA
## 1429          Scott Effross 0.40908997   0.481850364   0.62439131           NA
## 1440   Seranthony Dominguez 0.33333333   7.206429839   0.97274249           NA
## 1443        Trevor Richards 0.40414467   2.055756211   1.42797532           NA
## 1474         Trevor Stephan 0.39473704  -0.772479956  -0.39074292           NA
## 1501         J.B. Bukauskas 0.26923129  -3.839992594  -0.15410249           NA
## 1502           Nick Sandlin 0.47524708   0.819625778   0.89673570           NA
## 1504         Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 1516          Kervin Castro 0.32500082   2.279380004           NA           NA
## 1922            Cole Waites 0.23529399  -3.178068383   1.23206454           NA
## 222          Reynaldo Lopez 0.32086630   2.196867210  -0.38751783           NA
## 4791          Carson Spiers 0.30654762   1.110039618   1.24979563  -6.23289124
## 1254              Seth Lugo 0.39568372   0.914711409  -2.43870485           NA
## 1343          Jack Mayfield 0.00000000  11.372400320           NA           NA
## 1671           Luis Perdomo 0.16901384   0.975949988   0.81220254           NA
## 1705          Hunter Harvey 0.38135624   1.863615536  -3.08956007           NA
## 1719           Victor Arano 0.34920635  -0.681316654  -0.70999373           NA
## 1830            Jhon Romero 0.40000000  -2.174632647   1.79848152           NA
## 1172           Ryan Brasier 0.25000000   1.477355516  -2.69774502           NA
## 11951     Hunter Strickland 0.32954565   0.575001749   0.53004222           NA
## 1311          Dillon Maples 0.42553237  -0.163222941   1.97650740           NA
## 1313         Andres Machado 0.28037358  -0.264270268   0.42919750           NA
## 1353         Devin Williams 0.53703704  -1.406701406  -1.58900714           NA
## 1360        Stefan Crichton 0.24285749  -1.997209370  -0.18933482           NA
## 1895             Luis Frias 0.27450980  -2.167756708  -5.08741107           NA
## 1983          Jace Peterson 0.16666667  -4.642395363           NA           NA
## 2248            Cody Bolton 0.34375054  -1.652811234  -1.30753435           NA
## 2357            Adam Conley 0.27118598  -0.033442124  -2.89668616           NA
## 226     Julian Merryweather 0.28771473  -3.560170932   1.93974325           NA
## 480           Louie Varland 0.34380784  -0.392013258  -2.06681804   0.67121945
## 845             JT Brubaker 0.34027778  -0.906666705  -1.22023945           NA
## 1552        Arodys Vizcaino 0.17647049  -0.693288226           NA           NA
## 1609            Yimi Garcia 0.31693989   2.392978793  -4.37522541   0.86976536
## 1703          Jack Mayfield 0.00000000   1.909269278           NA           NA
## 1728          James Norwood 0.42307775  -2.063358737  -0.05148857           NA
## 2145       Guillermo Zuniga 0.66666667   0.083749167   2.38722949           NA
## 249          Freddy Peralta 0.36919000   0.672847342   0.30803860           NA
## 251             Tommy Nance 0.43503370  -1.794315894   1.29073078           NA
## 506              Drew Smyly 0.30821113  -0.890827834           NA  -0.76664986
## 556          Packy Naughton 0.17672751  -0.124698300  -4.38587205           NA
## 1208            Sergio Romo 0.32432416   0.826201151   0.43397418           NA
## 1283      Richard Rodriguez 0.21761669   1.300986798   0.30039084           NA
## 1284      Robert Stephenson 0.37681159  -0.651841679   0.60543101           NA
## 2345           Alex Claudio 0.30612215  -0.705077447   0.02406088           NA
## 2565           Amir Garrett 0.38356217  -0.241687126  -0.78269811           NA
## 317         Hayden Wesneski 0.33271892   1.391057912   1.44353609   0.65319333
## 335            John Brebbia 0.40902770   1.057170187  -0.42025079           NA
## 663            Josh Fleming 0.16162780   0.379575400           NA           NA
## 1333           Kyle McGowin 0.38888889   0.288199992   0.49990704           NA
## 1475            Jhon Romero 0.25000000  -1.739068031   1.01010589           NA
## 19961       Ildemaro Vargas 0.00000000  -3.421067766           NA           NA
## 2113           Ryan Helsley 0.47272686   0.860346028           NA   3.12551357
## 2368           Kent Emanuel 0.24528255   1.085746004  -2.19241170           NA
## 22          David Robertson 0.44727273            NA           NA   0.01996861
## 63             Corey Knebel 0.39019605   1.669692449           NA           NA
## 168             Luis Patino 0.31693551   0.823577441  -0.20373682           NA
## 174               Matt Bush 0.41354738   0.116768478  -2.91254650           NA
## 673              Austin Cox 0.30658891  -0.175667922   0.79344790           NA
## 1177           Jose Cisnero 0.33513496   1.360441744  -1.31396657           NA
## 1180          Craig Kimbrel 0.55865892   0.802798271           NA           NA
## 1260         Chris Devenski 0.22727283  -5.654122392   2.12012778           NA
## 1744            Javy Guerra 0.18518519   0.873226148  -4.14238136           NA
## 1759             Drew Smith 0.38405797   0.182211952  -0.29770543           NA
## 2222          Elvis Peguero 0.29347841   1.467526811   0.72880647           NA
## 2362             Tyler Webb 0.28571488  -1.403860938  -1.47051699           NA
## 2530            Damon Jones 0.35714261   2.047045484  -7.30041052           NA
## 2600           Gregory Soto 0.35911621   0.653396920   1.08034478           NA
## 2641         Brent Headrick 0.38960988  -1.484913620  -0.68566489           NA
## 7581          Shohei Ohtani 0.39897803  -0.716804923   2.67199540   0.14038126
## 1178           Steve Cishek 0.31219528   1.321527416  -1.17609050           NA
## 1287          Jharel Cotton 0.32608660   1.089883995  -0.02278773 -13.55881436
## 1445            Jake Rogers 0.00000000  -4.740088126           NA           NA
## 19561          Paolo Espino 0.25000000 -12.984694370  -5.18870257           NA
## 2229           Max Castillo 0.16393470  -0.756303442  -1.25881478           NA
## 2246        Eduardo Salazar 0.13513550  -1.088403945  -0.24399342           NA
## 2312          Fernando Abad 0.18867889  -0.652872605  -2.35704709           NA
## 2412             Ben Bowden 0.39252301  -2.222008286   1.13460984           NA
## 173          Drew Rasmussen 0.33134274   1.843889933   0.95979723           NA
## 315         Spencer Strider 0.51142106   1.419288293   1.25321655           NA
## 376           Trevor Megill 0.49999955   0.235685753           NA           NA
## 1630          Orlando Arcia 0.00000000   4.484980106           NA           NA
## 1646           Tayler Scott 0.36111111   0.474349528  -2.43232631           NA
## 1683          Kyle Finnegan 0.34999981   1.066383550  -1.99431256           NA
## 1891         Mason Thompson 0.20270243   0.640040008   2.32457952           NA
## 1930        Zach McAllister 0.31250019  -5.225628444   2.14073327  -3.19839988
## 2007            Clay Holmes 0.37566138   0.537498580   2.59829484           NA
## 2252          Edgar Navarro 0.34615372  -1.401290330  -1.97277361           NA
## 2471               Paul Fry 0.35897436   0.657237090  -1.57197757           NA
## 2511    Darwinzon Hernandez 0.44999979  -3.314009013 -12.41910610           NA
## 152        Brusdar Graterol 0.27136336   0.163623330   0.87683725           NA
## 307             Penn Murfee 0.36536614   0.570931080   2.26234384           NA
## 414        Brusdar Graterol 0.23695716   3.144394464  -0.29210218   0.70372746
## 1185            Ian Kennedy 0.36686411   1.313170654           NA   3.57995987
## 1331            Lou Trivino 0.30316727   0.298044956           NA   0.26598696
## 1351          Yefry Ramirez 0.33333333   1.751200027  13.72915010           NA
## 1565          Yadier Molina 0.16666667  -2.407010449           NA           NA
## 1718           Luis Torrens 0.00000000  -5.301032143   5.51876984           NA
## 1808          Sheldon Neuse 0.00000000   8.564608512           NA           NA
## 2013         Chris Stratton 0.32661278   1.916215619  -0.84602025           NA
## 2031          Harold Castro 0.00000000  -3.594862182           NA           NA
## 2090        Domingo Acevedo 0.25000009  -5.648904304  -1.54594113           NA
## 598              Zach Logue 0.24467107  -1.972779061  -3.37544412  -0.73925082
## 1155           Darren O'Day 0.34374891  -0.168445368   0.58797501           NA
## 13581         Akeem Bostick 0.00000000   7.608000040  22.01620042           NA
## 1533           Andrew Wantz 0.46341521  -0.654827248   1.75638100  -0.48658944
## 2025           Jose Leclerc 0.39181287   0.588057615   2.94203155           NA
## 2035      Giovanny Gallegos 0.35757576   0.411571095  -0.04637335           NA
## 2307            Tony Watson 0.25581410   0.946596192   2.50030625           NA
## 2498           Kolby Allard 0.30158730  -1.250421401           NA  -4.62042418
## 5321           Wes Benjamin 0.28534332  -2.291972490  -0.33373098           NA
## 975             Bailey Ober 0.33718324   0.764714023  -0.70793874           NA
## 1040          Dillon Peters 0.28749964  -0.529838441           NA           NA
## 1214          Shelby Miller 0.21052576  -1.342649052  -8.01607707   0.24317869
## 1612             Jake Hager 0.14285735   0.162165000           NA           NA
## 2006           Carson Kelly 0.12500003  -6.481692195           NA           NA
## 2338             Josh Osich 0.20930282  -0.897112489           NA   1.67336003
## 2504         Andrew Vasquez 0.38461569   1.236948151   0.03074320           NA
## 2536            Nate Fisher 0.11111111  -1.316649963   1.69485877           NA
## 279           Steven Wilson 0.33168584   0.188633836   1.91900526           NA
## 351            Emilio Pagan 0.31358901   1.931806963   2.57741548           NA
## 1336          Jake Newberry 0.38461567  -5.124863711  -3.31053848           NA
## 13492       Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 1356            Ryne Stanek 0.40487826   0.426474145   1.81805558           NA
## 1417         Ryan Meisinger 0.27272739  -1.568781644  -3.75015689           NA
## 15091          Dauri Moreta 0.36363602   0.960892657   6.51784473           NA
## 1542          Kenley Jansen 0.44270833  -1.416110570  -0.88348488   1.85046299
## 2055       Kendall Graveman 0.33165846   0.870972409  -0.73603915           NA
## 2273            Blair Calvo 0.00000000  20.486199860  -4.52011675           NA
## 2499            Kirby Snead 0.26119384  -1.005263251  -1.65344869           NA
## 2566          Anthony Banda 0.28571429  -1.838415802   1.27653498           NA
## 51                John Gant 0.27856223  -0.069552331   0.27611821   0.89675225
## 365          Yonny Chirinos 0.21016479  -0.176238594  -2.67041219           NA
## 552         Lucas Gilbreath 0.33868082   1.088119286   0.02678303           NA
## 630             Matt Strahm 0.41078369   0.799190087   2.16895758  -0.05602437
## 1493           Andres Munoz 0.50000052   2.094466736  -5.95651984           NA
## 1506         Emmanuel Clase 0.35406680   1.442915032   2.65843657           NA
## 1514             Nick Maton 1.00000104   6.908600032           NA           NA
## 1925      Hirokazu Sawamura 0.26315773  -0.594951234   1.11475654           NA
## 2349             Sam Selman 0.25333333   0.491587219  -0.28996091           NA
## 2413              Kyle Dohy 0.33333333   0.294632775           NA           NA
## 2629           Joe La Sorsa 0.28571461  -1.797718941   1.97222660           NA
## 48           Pierce Johnson 0.43913510  -0.958702064           NA           NA
## 246           Scott Effross 0.36207670  -0.603844586   1.97213658           NA
## 1428       Julian Fernandez 0.19999990  -0.674357559           NA           NA
## 14872        Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1503       Manuel Rodriguez 0.30188622  -1.400860520           NA           NA
## 16981      Keynan Middleton 0.29411765  -4.013721278   1.05234102           NA
## 1700            Adam Cimber 0.27358515   0.404857563  -0.26495231           NA
## 2169           Bligh Madris 0.00000000  -5.809054591           NA           NA
## 2178             Eli Morgan 0.37128733  -0.590755125  -0.48281080           NA
## 2626         Jose A. Ferrer 0.24509804   0.537291036  -5.89795858           NA
## 3951        Trevor Richards 0.48111499  -1.208815071           NA           NA
## 1270          Colten Brewer 0.33333333            NA  -5.48544271 -10.85741169
## 1315             Keone Kela 0.40624872  -1.241833303           NA           NA
## 1381             Josh James 0.53333333  -2.673074901   2.01389442           NA
## 16531         Matt Reynolds 0.00000000  -9.481692314           NA           NA
## 1661         J.B. Wendelken 0.24137931  -0.539102035  -1.12229087           NA
## 2027         Carlos Estevez 0.41711251   0.622990723  -0.08999115           NA
## 2128             Jacob Webb 0.35403704   1.323266665  -0.16927799           NA
## 1220          Jake Petricka 0.44444444  -3.277097146   3.54751349           NA
## 1369          Jordan Luplow 0.00000000  -5.993944407           NA           NA
## 1392          Edgar Santana 0.25781231  -0.327585863   1.31876636           NA
## 1751          Tanner Rainey 0.40000000  -0.250913077   0.68004027           NA
## 1988          Michael Kelly 0.31999935  -1.860634147   1.87624833   3.69760010
## 2153            Bryan Baker 0.37777778  -0.102953138   2.05837957           NA
## 2167            Rico Garcia 0.28571444  -3.444299404           NA           NA
## 2437           Tommy Milone 0.09999980   0.466592997   4.40574454           NA
## 2454         Danny Coulombe 0.24324391   1.770620648   1.10035781           NA
## 2578          Jose Alvarado 0.51612943   1.361738542   0.57723203           NA
## 1097        Clayton Kershaw 0.34683455   0.229337317   1.94671974           NA
## 1209               Chaz Roe 1.00000104  -1.034054567  -6.04423334           NA
## 1335          Jimmie Sherfy 0.26666612   1.150401691  -0.08438612           NA
## 1975           Luke Jackson 0.43000041   0.479394446   1.68562130           NA
## 2187          Steven Wilson 0.35849057   0.211060117   1.59644047 -16.33017510
## 2259             Kyle Leahy 0.40000161  -7.849856785  -8.38496332           NA
## 2341      Alberto Baldonado 0.37499882  -0.186845385  -0.81674328           NA
## 2453          Andrew Chafin 0.38953510  -0.189752062   1.06977702           NA
## 2522             Nick Vespi 0.35443083  -0.233063511  -1.32769939           NA
## 574          Ryan Yarbrough 0.25385254  -0.842807329  -0.72036349  -1.83823877
## 590             Keegan Akin 0.31476862   1.151804411   1.02600739           NA
## 983           Logan Gilbert 0.33041899  -0.081601954   1.76578037           NA
## 1013      Madison Bumgarner 0.28246079  -0.007270334   0.18713846           NA
## 2076     Isiah Kiner-Falefa 0.08333333   1.458433329           NA           NA
## 2158             Ryder Ryan 0.66666667  -3.225166599  10.45747144           NA
## 2177             Chad Smith 0.21951165  -0.908855079  -1.06974759           NA
## 2324           Rex Brothers 0.47169811  -0.829784440   1.19776157           NA
## 182              Bryan Shaw 0.29615077   0.171762491  -2.77250105   0.17363354
## 212     Duane Underwood Jr. 0.33139921   0.615692934           NA   0.32608574
## 333           Adrian Houser 0.28729246   0.241789826  -0.72202892           NA
## 609              Kris Bubic 0.28387635  -1.865294757           NA           NA
## 1162         Tyler Chatwood 0.39583333  -0.612798735           NA   1.72571016
## 1286            Clay Holmes 0.37142857   1.361041358   1.45684188           NA
## 1426          Josh Staumont 0.36548204   1.518910557           NA           NA
## 1611          Domingo Tapia 0.23529412  -2.348584706   2.28423221           NA
## 1882       Peter Strzelecki 0.38095238   0.621285720   0.12490497           NA
## 1958              Joe Kelly 0.50847501  -0.232006056   1.44584815           NA
## 2038          Kyle Finnegan 0.30288477   0.151863055  -4.53149143           NA
## 2467              Tim Mayza 0.30137028   1.358579484  -4.05908645           NA
## 756          Connor Seabold 0.00000000  -2.818548238  10.60009996           NA
## 780           Logan Gilbert 0.35754290   1.341185975  -1.93175594           NA
## 991            Brady Singer 0.27766120  -1.308821343  -0.01296637           NA
## 1305              Jose Ruiz 0.32307692   1.159581875  -6.90733353           NA
## 1373         Luis Guillorme 0.00000000  -8.066125214           NA           NA
## 1459            Matt Foster 0.34188034   0.638475264   0.83467898 -10.21754146
## 1594      Andrelton Simmons 0.00000000 -10.143480300           NA           NA
## 1860           Kody Clemens 0.04761905  -1.525772702           NA           NA
## 613             Angel Zerpa 0.09343434   0.334604145  -0.17929077           NA
## 1108              Max Fried 0.34334748   0.293425266   0.32805873           NA
## 2279            Cole Waites 0.28571470  -1.094913350 -11.06930017           NA
## 2310          Anthony Rizzo 0.50000052   0.420616364           NA           NA
## 2333           Grant Dayton 0.35897436  -2.190460164           NA           NA
## 2348            Hoby Milner 0.46153774  -2.325945634  -0.60042625           NA
## 2372               Sam Clay 0.25185185  -0.834857411   0.73828059           NA
## 2526         Brendon Little 0.00000000 -12.268733180  -3.16769992           NA
## 2574              Matt Gage 0.39999981  -2.526953771   1.41898425   5.94811440
## 111         Thomas Eshelman 0.12840133  -1.719227260  -1.29606414           NA
## 1438            Tommy Nance 0.34883680   0.190344885   3.00648991           NA
## 15041        Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 1811          Mike Brosseau 0.00000000   0.104172045           NA           NA
## 2092            Sam Coonrod 0.30000031  -0.911656893   0.09349191   2.51480965
## 2131            Nicky Lopez 0.00000000  -3.696404752           NA           NA
## 2410              Dylan Lee 0.50000000  -9.843582908  -1.19533332           NA
## 2539             Matt Moore 0.37974681   0.143915835           NA           NA
## 1111        Thomas Eshelman 0.12840133  -1.719227260  -1.29606414           NA
## 14381           Tommy Nance 0.34883680   0.190344885   3.00648991           NA
## 15042        Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 18111         Mike Brosseau 0.00000000   0.104172045           NA           NA
## 20921           Sam Coonrod 0.30000031  -0.911656893   0.09349191   2.51480965
## 21311           Nicky Lopez 0.00000000  -3.696404752           NA           NA
## 24101             Dylan Lee 0.50000000  -9.843582908  -1.19533332           NA
## 25391            Matt Moore 0.37974681   0.143915835           NA           NA
## 529           Travis Bergen 0.19340323   0.109169587           NA           NA
## 638            Ryan Borucki 0.26913852   0.595845718   2.92880817   1.49413545
## 951             Tyler Mahle 0.36363589   1.008490794  -0.02275207  12.65788873
## 1505          Oliver Ortega 0.14285719  -1.630935112           NA           NA
## 1614           Jacob Barnes 0.17910418  -0.651057245   1.30962287  -0.88096536
## 1927           Tommy Hunter 0.28168974   2.009703531           NA  -2.90253909
## 2481             Eric Stout 0.37313371  -1.728742669  -0.73384318           NA
## 2590            A.J. Minter 0.42268018   0.909634741   0.57691523           NA
## 467             Ryan Pepiot 0.30605055   1.853744833   1.25215153           NA
##          wCB_per_c     wCH_per_c   wSF_per_c  wKN_per_c  FA_pct_sc
## 479             NA  -6.104740891          NA         NA 0.27630312
## 532    -4.50272476  -2.145362313          NA         NA 0.43439196
## 1032            NA   1.272607478          NA         NA         NA
## 1042            NA  -0.254745460          NA         NA 0.28180000
## 1047   -3.78677276  -3.661850095          NA         NA 0.48810000
## 1964            NA            NA -5.18659216         NA 0.31740000
## 2148            NA            NA          NA         NA 0.44440000
## 2154            NA            NA          NA         NA 0.61540000
## 2192            NA   1.269311334          NA         NA         NA
## 2241            NA  -6.824405129          NA         NA 0.10180000
## 447             NA            NA  1.07925707         NA 0.26422267
## 490     0.70544052  -2.204197237          NA         NA 0.17956074
## 496     0.58273912  -0.554991881          NA         NA 0.14968552
## 923             NA  -1.777303822          NA         NA 0.41540000
## 1038    1.31309003  -0.357694451          NA         NA 0.05170000
## 1960            NA            NA          NA         NA         NA
## 1984            NA   0.253847498          NA         NA 0.53660000
## 1996            NA            NA          NA         NA 0.21430000
## 2009            NA   5.717866619          NA         NA 0.50000000
## 2051            NA            NA          NA         NA 0.41400000
## 2085    8.11351107            NA -4.25822806         NA 0.31990000
## 342             NA  -1.550820410          NA         NA 0.23538182
## 362             NA            NA -1.59318638         NA 0.31253404
## 896    -5.29105018   5.414249897          NA         NA 0.58790000
## 1195            NA            NA  0.52754159         NA 0.51270000
## 1389            NA            NA          NA         NA 0.51630000
## 1393  -17.73672754            NA          NA         NA 0.65630000
## 1463            NA   1.916061882          NA         NA 0.56860000
## 1767            NA   4.308824986          NA         NA 0.48900000
## 2587            NA            NA          NA         NA         NA
## 2607            NA   0.002533197          NA         NA 0.54550000
## 137    -2.23611624   0.670749085          NA         NA 0.40909278
## 258    -1.43535412   0.136966347          NA         NA 0.44578088
## 377             NA  -1.642790556          NA         NA 0.51631446
## 1581            NA            NA          NA         NA 0.51920000
## 1640    3.54772146            NA          NA         NA 0.42640000
## 2382   -2.70203094            NA          NA         NA 0.24070000
## 2503            NA            NA          NA         NA 0.77490000
## 2622            NA  -4.518349841          NA         NA 0.65300000
## 69              NA  16.434755452          NA         NA 0.38087587
## 136     1.78070133   2.826241326          NA         NA 0.40078624
## 1101            NA  -2.057117702          NA         NA 0.17080000
## 1268   -3.79304886  -1.715372145          NA         NA 0.46800000
## 1279            NA   0.412953682          NA         NA 0.30480000
## 1308    2.08818181            NA          NA         NA 0.62250000
## 1324            NA            NA          NA         NA         NA
## 1330   -3.59929516  -0.586670795          NA         NA 0.30660000
## 2104            NA            NA          NA         NA         NA
## 2314            NA            NA          NA         NA 0.73040000
## 2381    2.40146756            NA          NA         NA 0.36920000
## 55     -1.56063907  -0.614299002          NA         NA 0.17170058
## 1153            NA   4.048935856          NA         NA 0.23580000
## 1439            NA            NA          NA         NA 0.70000000
## 1617    0.64068666   1.160344481          NA         NA 0.28920000
## 1653   -2.73158997 -49.392798540          NA   3.190533 0.95240000
## 1737            NA   2.977207115          NA         NA 0.42090000
## 1926   -0.97777223   1.010642875          NA         NA 0.43570000
## 2300   -8.63166650            NA          NA         NA 0.09090000
## 238    -1.38570095  -2.259665876          NA         NA 0.33158690
## 1077    0.50105786   1.632148792          NA         NA 0.56840000
## 1159            NA            NA          NA         NA 0.20000000
## 1253            NA            NA          NA         NA         NA
## 1387            NA   0.464522218          NA         NA 0.50570000
## 1450            NA            NA  1.51936660         NA 0.69440000
## 1915            NA            NA -1.81441493         NA 0.69050000
## 2483            NA            NA          NA         NA 0.50000000
## 612    -1.15700560  -1.687925985          NA         NA 0.34425839
## 1229            NA            NA          NA         NA 1.00000000
## 1231   -2.90020773   1.061147545          NA         NA 0.42110000
## 1349            NA  -0.174016665          NA         NA 0.00580000
## 1553            NA  -1.227200031          NA         NA 0.44370000
## 1660            NA            NA          NA         NA 0.25930000
## 1663    8.53076676   1.802529013  2.62125476         NA 0.36430000
## 1959            NA            NA          NA         NA 0.40000000
## 6121   -1.15700560  -1.687925985          NA         NA 0.34425839
## 12291           NA            NA          NA         NA 1.00000000
## 12311  -2.90020773   1.061147545          NA         NA 0.42110000
## 13491           NA  -0.174016665          NA         NA 0.00580000
## 15531           NA  -1.227200031          NA         NA 0.44370000
## 16601           NA            NA          NA         NA 0.25930000
## 16631   8.53076676   1.802529013  2.62125476         NA 0.36430000
## 19591           NA            NA          NA         NA 0.40000000
## 476             NA  -0.417351480          NA         NA 0.49632895
## 527     1.16939677            NA          NA         NA 0.41397736
## 576    -3.04652075   9.248673430          NA         NA 0.55123657
## 2047            NA            NA          NA         NA 1.00000000
## 2118            NA  -2.495425559          NA         NA 0.60420000
## 2133            NA   0.656729604          NA         NA 0.27350000
## 2134            NA            NA          NA         NA 1.00000000
## 2139            NA            NA          NA         NA 0.58600000
## 2181            NA            NA          NA         NA 0.48190000
## 2190   -1.07325298 -12.283200030          NA         NA 0.54660000
## 2205            NA            NA          NA         NA 0.00450000
## 2206            NA  -2.057715354          NA         NA 0.39920000
## 758    -2.94268491            NA  3.55452054         NA 0.44150000
## 820    -1.55743289   1.104876626          NA         NA         NA
## 1535   -2.00159255            NA          NA         NA 0.64300000
## 1546   -1.41000001            NA          NA         NA 0.60550000
## 1555            NA  -0.195915624          NA         NA 0.23300000
## 1618            NA            NA          NA         NA 0.11590000
## 1684   -1.50574534            NA          NA         NA 0.70000000
## 1740            NA            NA -0.35951417         NA 0.45690000
## 1746   -1.87994999  -5.734809861          NA         NA 0.51950000
## 2515            NA            NA          NA         NA         NA
## 2577            NA  -2.269173545          NA         NA 0.61710000
## 537             NA  -1.540411042          NA         NA 0.42533696
## 960    -1.85454956   0.958998998          NA         NA 0.43160000
## 1068    0.11976241   0.275121517          NA         NA 0.41770000
## 12531           NA            NA          NA         NA         NA
## 1301            NA  -1.727800071          NA         NA 0.04600000
## 1487   -4.30776998            NA -6.60240521         NA 0.55560000
## 1508            NA            NA          NA         NA 0.60340000
## 1735   -7.48805851   0.167989995          NA         NA 0.27120000
## 2294            NA            NA          NA         NA 0.38180000
## 805    -2.99103179  -3.080866734          NA         NA 0.27710000
## 1563   -5.82206011 -11.741014040 -5.74653481         NA 0.81300000
## 1576            NA            NA          NA         NA 1.00000000
## 1578            NA            NA -1.38470744         NA 0.50360000
## 1588    6.15350008            NA          NA         NA         NA
## 1606            NA   2.237300275          NA         NA 0.32060000
## 1644            NA -22.212900220          NA         NA 0.98530000
## 1650            NA            NA          NA         NA 0.48200000
## 1655   -2.12013995            NA          NA -49.252301 1.00000000
## 1679            NA   0.299941965          NA         NA 0.53350000
## 1698            NA   3.939560855          NA         NA 0.50420000
## 1712            NA            NA          NA   7.422845 0.26090000
## 1722            NA  -3.845285518          NA         NA 0.06840000
## 1745            NA  -0.978571460          NA         NA 0.01170000
## 2562            NA  -4.152263728          NA         NA 0.41470000
## 366    -0.34069629  -2.047443241          NA         NA 0.43403215
## 389             NA   1.175908532          NA         NA 0.21291111
## 424     1.50374391            NA          NA         NA         NA
## 1627            NA            NA          NA         NA 0.90000000
## 1668   -1.02385948            NA -3.62882987         NA 0.55730000
## 2123            NA            NA          NA         NA 1.00000000
## 2146            NA            NA  2.32148882         NA 0.10680000
## 21811           NA            NA          NA         NA 0.48190000
## 231    -5.53675668  -1.999992416          NA         NA 0.29348125
## 592             NA  -3.371880123          NA         NA 0.19039023
## 813     1.61429495  -7.671099901          NA         NA 0.22890000
## 1088   -0.60570227   2.805642218          NA         NA 0.44480000
## 1449            NA   0.866602975          NA         NA 0.36590000
## 1670            NA   1.666303296          NA         NA 0.30500000
## 1945            NA            NA  2.27648776         NA 0.13560000
## 2306    7.10494965  -1.100280043          NA         NA 0.76470000
## 2527            NA   1.474718919          NA         NA         NA
## 340     1.56206586            NA          NA         NA 0.28594177
## 429    -4.01546185  -3.308725611          NA         NA 0.19176281
## 807     4.38168744  -0.452827285          NA         NA 0.47450000
## 9231            NA  -1.777303822          NA         NA 0.41540000
## 1867   13.76279990   4.464706580          NA         NA 0.51160000
## 1956    4.40558344  -9.286949784          NA         NA 0.35640000
## 2334   -3.94066498            NA          NA         NA 0.66670000
## 2450            NA   1.066613490          NA         NA 0.07840000
## 372     0.17748014            NA          NA         NA 0.41614846
## 412             NA -14.040095585          NA         NA 0.45039505
## 775    -3.28383322   4.792218317          NA         NA 0.53520000
## 1358   -2.87643001            NA -1.62528572         NA 0.35710000
## 1448            NA  -3.933607615          NA         NA 0.01500000
## 1899   -6.27999976  -1.798530047          NA         NA 0.02170000
## 1939            NA            NA          NA         NA 0.36360000
## 2302            NA            NA          NA         NA 0.21430000
## 347             NA            NA          NA         NA 0.07857586
## 743    -3.62619989   0.421818318          NA         NA 0.21580000
## 1374   -6.57922029            NA -6.57922029         NA 0.64290000
## 1376   -4.00707862   2.727596798          NA         NA 0.36020000
## 14871  -4.30776998            NA -6.60240521         NA 0.55560000
## 1509            NA  -4.413214326          NA         NA 0.68420000
## 1874            NA            NA          NA         NA 0.26920000
## 2270            NA  -6.643324509          NA         NA 0.50000000
## 711    -0.50006655   1.399551038          NA         NA 0.47120000
## 10421           NA  -0.254745460          NA         NA 0.28180000
## 1161    2.02397249   0.968580041          NA         NA 0.02850000
## 1235    1.45696268            NA          NA         NA 0.35640000
## 1300            NA            NA          NA         NA 1.00000000
## 1320   -0.56650000  -1.189768827          NA         NA 0.47660000
## 2238            NA  -5.951470487          NA         NA         NA
## 2569            NA  -8.533419967          NA         NA 0.05550000
## 395             NA   0.965539585          NA         NA 0.43411111
## 1429            NA  -2.973431891          NA         NA 0.19820000
## 1440            NA            NA          NA         NA 0.57140000
## 1443            NA  -0.978677388          NA         NA 0.56630000
## 1474            NA  -0.863969387          NA         NA 0.59740000
## 1501            NA  -4.157225932          NA         NA 0.47200000
## 1502            NA            NA -0.31554306         NA 0.13980000
## 1504    2.83685453            NA          NA         NA 0.36540000
## 1516   -1.17022161            NA          NA         NA 0.74130000
## 1922            NA            NA          NA         NA 0.70190000
## 222     0.13651113   2.424392470          NA         NA 0.54994213
## 4791            NA  -6.104740891          NA         NA 0.27630312
## 1254    1.87599040 -11.862773250          NA         NA 0.29180000
## 1343            NA            NA          NA         NA         NA
## 1671            NA  -2.452891288          NA         NA         NA
## 1705   -5.23431843            NA -0.74661820         NA 0.77000000
## 1719            NA            NA          NA         NA 0.09730000
## 1830            NA  -4.498400007          NA         NA 0.54440000
## 1172  -10.25190895            NA          NA         NA 0.68530000
## 11951           NA            NA  0.52754159         NA 0.51270000
## 1311   -0.84557857            NA          NA         NA 0.33100000
## 1313            NA   0.373865073          NA         NA 0.55660000
## 1353            NA   1.940252352          NA         NA 0.33530000
## 1360            NA  -3.813830706          NA         NA 0.00740000
## 1895   -1.34071023   1.528594395          NA         NA 0.62360000
## 1983            NA            NA          NA         NA 0.02330000
## 2248            NA  -2.262680054          NA         NA 0.54730000
## 2357            NA   4.654294182          NA         NA 0.54050000
## 226             NA   1.869094116          NA         NA 0.51575042
## 480             NA  -1.275924937          NA         NA 0.42687597
## 845     0.98614399  -3.010495832          NA         NA 0.06050000
## 1552    1.40707784 -72.408497330          NA         NA 0.56520000
## 1609            NA  -5.620908110          NA         NA 0.44370000
## 1703            NA            NA          NA         NA 0.30770000
## 1728            NA            NA -0.28595099         NA 0.48650000
## 2145            NA  -3.282345086          NA         NA 0.55810000
## 249     2.05851530   1.563935289          NA         NA 0.54939306
## 251     0.16826999            NA          NA         NA 0.12927755
## 506    -0.15456107            NA          NA         NA 0.46423901
## 556             NA  -0.761213930          NA         NA 0.33188333
## 1208            NA  -2.750491259          NA         NA 0.02110000
## 1283            NA            NA          NA         NA 0.86120000
## 1284    1.03532595  -1.645731678          NA         NA 0.49410000
## 2345            NA  -2.770826386          NA         NA 0.14140000
## 2565            NA            NA          NA         NA 0.20590000
## 317             NA  -0.671694989          NA         NA 0.26135000
## 335             NA            NA          NA         NA 0.45759752
## 663    -0.47508807  -1.735390200          NA         NA 0.04829638
## 1333            NA            NA          NA         NA 0.10830000
## 1475            NA   0.561271811          NA         NA 0.64100000
## 19961           NA            NA          NA         NA 0.21430000
## 2113   -0.80087727            NA          NA         NA 0.56180000
## 2368            NA   4.375173735          NA         NA         NA
## 22      0.49796906            NA          NA         NA         NA
## 63      1.66929219            NA          NA         NA 0.58017327
## 168    -3.17775620  -4.321800560          NA         NA 0.60595075
## 174     2.37981545            NA          NA         NA 0.48795615
## 673     1.13772096  -0.297666473          NA         NA 0.48733893
## 1177            NA  -3.092437424          NA         NA 0.40540000
## 1180    2.76163912            NA          NA         NA 0.59330000
## 1260    2.18422506  -0.536111423          NA         NA 0.33790000
## 1744            NA            NA          NA         NA 0.15450000
## 1759    1.24541795   3.672116302          NA         NA 0.52440000
## 2222            NA            NA          NA         NA         NA
## 2362            NA  -4.531410949          NA         NA 0.38780000
## 2530            NA            NA          NA         NA 0.62860000
## 2600            NA   1.276534982          NA         NA 0.17490000
## 2641            NA  -3.897500038          NA         NA 0.56160000
## 7581   -2.94268491            NA  3.55452054         NA 0.44150000
## 1178            NA -29.015433790          NA         NA 0.16760000
## 1287   -2.29088889   0.756750020          NA         NA 0.46210000
## 1445            NA            NA          NA         NA         NA
## 19561   4.40558344  -9.286949784          NA         NA 0.35640000
## 2229            NA   1.489370726          NA         NA 0.42400000
## 2246            NA  -7.812641561          NA         NA 0.12550000
## 2312   -1.78824679   0.636243758          NA         NA 0.06020000
## 2412            NA  -1.038807964          NA         NA 0.70920000
## 173    -0.39069624  -8.761911164          NA         NA 0.64871303
## 315             NA  -0.015882971          NA         NA 0.66990814
## 376     0.18435501            NA          NA         NA 0.72101284
## 1630            NA            NA          NA         NA 0.20000000
## 1646            NA  -1.644114964          NA         NA 0.14120000
## 1683            NA            NA -0.29295683         NA         NA
## 1891            NA   1.757781953          NA         NA 0.01640000
## 1930            NA            NA  2.17581110         NA         NA
## 2007            NA            NA          NA         NA 0.00290000
## 2252            NA  -3.465899825          NA         NA         NA
## 2471            NA            NA          NA         NA 0.33190000
## 2511    2.36784592            NA          NA         NA 0.60990000
## 152             NA            NA          NA         NA 0.02047667
## 307             NA            NA          NA         NA 0.41062647
## 414             NA            NA          NA         NA 0.10223268
## 1185   -4.29301741  -5.269226020          NA         NA 0.82540000
## 1331    0.93339258   3.053616498          NA         NA 0.25320000
## 1351   -2.56450996   9.648716450          NA         NA 0.39130000
## 1565  -15.18409479            NA          NA         NA 0.45000000
## 1718            NA            NA 11.38629988  -3.609440 0.97060000
## 1808            NA            NA          NA   2.867220 0.24240000
## 2013   -1.38432161   0.471603049          NA         NA 0.54610000
## 2031            NA            NA          NA         NA 0.24140000
## 2090            NA  -1.328941215          NA         NA 0.40000000
## 598             NA   0.386186412          NA         NA 0.49230700
## 1155            NA            NA          NA         NA 0.44970000
## 13581  -2.87643001            NA -1.62528572         NA 0.35710000
## 1533            NA  -0.738324346          NA         NA 0.45550000
## 2025            NA   0.240912300  1.53561897         NA 0.34760000
## 2035            NA  -7.010419138          NA         NA 0.50230000
## 2307            NA   2.141111096          NA         NA 0.25170000
## 2498   -1.69169381  -1.037318953          NA         NA 0.53180000
## 5321   -4.50272476  -2.145362313          NA         NA 0.43439196
## 975     1.34378064   1.119762257          NA         NA 0.45680000
## 1040    1.13115418  -0.347459862          NA         NA 0.34990000
## 1214            NA            NA          NA         NA 0.63370000
## 1612            NA            NA          NA         NA 1.00000000
## 2006            NA            NA          NA         NA 1.00000000
## 2338  -13.88953832  -4.319409078          NA         NA 0.03460000
## 2504            NA            NA          NA         NA         NA
## 2536    0.16961100  12.647428680          NA         NA 0.48000000
## 279             NA  -3.104272519          NA         NA 0.52221402
## 351             NA            NA -1.84910783         NA 0.54983846
## 1336            NA  -2.022117563          NA         NA 0.45000000
## 13492           NA  -0.174016665          NA         NA 0.00580000
## 1356            NA            NA  1.25602362         NA 0.59690000
## 1417            NA  -2.183636346          NA         NA 0.37160000
## 15091           NA  -4.413214326          NA         NA 0.68420000
## 1542            NA            NA          NA         NA         NA
## 2055   -2.61639491   1.264650456          NA         NA 0.22490000
## 2273            NA            NA          NA         NA         NA
## 2499            NA  -1.830327294          NA         NA 0.13850000
## 2566   -1.35168232   0.035563000          NA         NA 0.60630000
## 51     -0.80050992  -0.892853479          NA         NA 0.11814664
## 365             NA            NA  0.06728324         NA 0.01791907
## 552             NA            NA -3.16509616         NA 0.63038649
## 630             NA            NA          NA         NA 0.45070000
## 1493            NA            NA          NA         NA 0.70590000
## 1506            NA            NA          NA         NA 0.00950000
## 1514            NA            NA          NA         NA         NA
## 1925            NA            NA  0.40534186         NA 0.48630000
## 2349            NA            NA          NA         NA 0.55260000
## 2413            NA   1.541959960          NA         NA 0.25000000
## 2629            NA   0.566377152          NA         NA         NA
## 48      1.56564074            NA          NA         NA         NA
## 246             NA            NA          NA         NA 0.10630131
## 1428            NA -12.315277260          NA         NA 0.84620000
## 14872  -4.30776998            NA -6.60240521         NA 0.55560000
## 1503    0.49354234            NA          NA         NA 0.29330000
## 16981           NA   3.939560855          NA         NA 0.50420000
## 1700            NA            NA          NA         NA 0.34960000
## 2169            NA            NA          NA         NA 0.81820000
## 2178            NA   0.017362624          NA         NA 0.40420000
## 2626            NA  -0.107868419          NA         NA 0.71940000
## 3951            NA   0.965539585          NA         NA 0.43411111
## 1270   -1.44189497            NA          NA         NA         NA
## 1315   -0.07183479  19.736899440          NA         NA 0.53230000
## 1381            NA   5.581299825          NA         NA 0.57970000
## 16531  -2.73158997 -49.392798540          NA   3.190533 0.95240000
## 1661    0.44971000   2.703582184          NA         NA 0.46720000
## 2027            NA  -4.249767981          NA         NA 0.66810000
## 2128            NA  -0.381378463          NA         NA 0.48660000
## 1220            NA  -0.093775832          NA         NA         NA
## 1369            NA            NA          NA         NA         NA
## 1392            NA            NA          NA         NA 0.00980000
## 1751            NA   3.071959913          NA         NA 0.70440000
## 1988            NA            NA          NA         NA 0.24260000
## 2153  -78.85490060   0.388113271          NA         NA 0.56760000
## 2167   -1.96020907  -2.523634303          NA         NA 0.55430000
## 2437   -3.68275004  -2.127391359          NA         NA 0.42020000
## 2454    2.02537056  -1.051195529          NA         NA 0.31560000
## 2578            NA            NA          NA         NA         NA
## 1097    0.11322479            NA -1.34318754         NA 0.36920000
## 1209            NA            NA          NA         NA         NA
## 1335            NA  -3.243530169          NA         NA 0.35220000
## 1975  -15.96507175            NA          NA         NA 0.27480000
## 2187            NA  -6.222000122          NA         NA 0.36350000
## 2259    5.40189991            NA          NA         NA 0.48280000
## 2341            NA  -4.826627536          NA         NA 0.60470000
## 2453            NA  -2.731593450          NA         NA 0.28480000
## 2522   -0.34035972            NA          NA         NA 0.47760000
## 574             NA  -0.925339266          NA         NA         NA
## 590             NA  -1.992811831          NA         NA 0.51977234
## 983     0.06504311            NA  0.20428729         NA 0.41890000
## 1013   -0.24067403  -1.624750031          NA         NA 0.32740000
## 2076            NA            NA          NA         NA 0.96080000
## 2158            NA            NA          NA         NA 0.15380000
## 2177            NA  -1.071575710          NA         NA         NA
## 2324            NA            NA          NA         NA 0.65500000
## 182    -4.99052828  -0.562841697          NA         NA         NA
## 212    -1.19488836  -1.433215427          NA         NA 0.11706950
## 333    -1.45315917  -2.306091989          NA         NA 0.23836632
## 609    -0.03742975  -0.514729702          NA         NA 0.50535315
## 1162   -2.45010273  -0.499957126          NA         NA 0.07950000
## 1286   -1.62809544            NA          NA         NA 0.00090000
## 1426    1.03385260            NA          NA         NA 0.43430000
## 1611            NA  -4.062695018          NA         NA 0.25070000
## 1882            NA   1.560365863          NA         NA 0.53300000
## 1958    0.60928299   1.187863162          NA         NA 0.15870000
## 2038            NA            NA  2.26285813         NA 0.69980000
## 2467            NA            NA          NA         NA 0.00140000
## 756     4.13771495 -14.733979700          NA         NA 0.62790000
## 780     0.19860689  -3.342078816          NA         NA 0.61510000
## 991             NA  -0.637565482          NA         NA         NA
## 1305    0.09631685   0.480272963          NA         NA 0.59460000
## 1373            NA            NA          NA         NA 1.00000000
## 1459            NA  -4.129646464          NA         NA 0.63510000
## 1594            NA            NA          NA         NA 0.84000000
## 1860            NA            NA          NA         NA 0.02270000
## 613             NA   4.598705139          NA         NA 0.49646818
## 1108    2.31827779   1.747995121          NA         NA 0.33470000
## 2279            NA            NA          NA         NA 0.69230000
## 2310    3.12890001            NA          NA         NA 0.73330000
## 2333    0.76336669            NA          NA         NA 0.64680000
## 2348            NA  -4.451161431          NA         NA         NA
## 2372            NA  -2.694864853          NA         NA         NA
## 2526            NA            NA          NA         NA         NA
## 2574            NA            NA          NA         NA 0.52100000
## 111    -0.64667454  -1.516509478          NA         NA 0.05000000
## 1438   -3.48240329            NA          NA         NA 0.19300000
## 15041   2.83685453            NA          NA         NA 0.36540000
## 1811            NA            NA          NA         NA 0.94230000
## 2092            NA  -4.853368433          NA         NA 0.17690000
## 2131            NA            NA          NA         NA 0.78570000
## 2410            NA  -2.523550019          NA         NA 0.41380000
## 2539   -1.96499089   3.074713782          NA         NA 0.48010000
## 1111   -0.64667454  -1.516509478          NA         NA 0.05000000
## 14381  -3.48240329            NA          NA         NA 0.19300000
## 15042   2.83685453            NA          NA         NA 0.36540000
## 18111           NA            NA          NA         NA 0.94230000
## 20921           NA  -4.853368433          NA         NA 0.17690000
## 21311           NA            NA          NA         NA 0.78570000
## 24101           NA  -2.523550019          NA         NA 0.41380000
## 25391  -1.96499089   3.074713782          NA         NA 0.48010000
## 529             NA            NA          NA         NA 0.86959783
## 638             NA   4.020965002          NA         NA         NA
## 951             NA            NA -1.88712054         NA 0.51780000
## 1505    1.47131287            NA          NA         NA 0.55400000
## 1614            NA            NA          NA         NA 0.47920000
## 1927   -7.28540375  -6.824928522          NA         NA 0.07900000
## 2481    0.73005599  -0.904275799          NA         NA 0.34890000
## 2590            NA   1.450885148          NA         NA 0.47170000
## 467             NA   0.482038283          NA         NA 0.50583019
##       pitch_type_percentage_1_FF pitch_type_percentage_1_CU
## 479                 0.3099335749               0.0000000000
## 532                 0.4671099890               0.1707689674
## 1032                0.0057179206               0.0050588118
## 1042                0.2978468900               0.0000000000
## 1047                0.5365853659               0.1219512195
## 1964                0.2933328185               0.0000000000
## 2148                0.0000000000               0.2142857143
## 2154                0.0000000000               0.0000000000
## 2192                0.0000000000               0.0000000000
## 2241                0.0754366407               0.0000000000
## 447                 0.2886776802               0.0000000000
## 490                 0.1617916176               0.0000000000
## 496                 0.1616859519               0.1081333529
## 923                 0.4167988987               0.0000000000
## 1038                0.0519838396               0.3110874442
## 1960                0.0000000000               0.0000000000
## 1984                0.5404218934               0.0000000000
## 1996                0.0000000000               0.0000000000
## 2009                0.4090968161               0.0000000000
## 2051                0.3865490017               0.0000000000
## 2085                0.3387834950               0.0384883316
## 342                 0.2693224251               0.0000000000
## 362                 0.3686038102               0.0000000000
## 896                 0.6525735294               0.0762867647
## 1195                0.5051598159               0.0000000000
## 1389                0.5236961181               0.0000000000
## 1393                0.6562500000               0.3437500000
## 1463                0.5708206370               0.0000000000
## 1767                0.5148559106               0.0000000000
## 2587                0.0000000000               0.0000000000
## 2607                0.5389188343               0.0000000000
## 137                 0.4444112632               0.0920414392
## 258                 0.4177940120               0.0000000000
## 377                 0.5591540944               0.0000000000
## 1581                0.0000000000               0.0000000000
## 1640                0.4091946543               0.0953418404
## 2382                0.2491589627               0.2140594887
## 2503                0.7816208361               0.2082583950
## 2622                0.6528158245               0.3305938214
## 69                  0.3783962358               0.0006313131
## 136                 0.3941837199               0.1093960586
## 1101                0.2045218529               0.0000000000
## 1268                0.4521351134               0.0000000000
## 1279                0.2956063045               0.0000000000
## 1308                0.5981918145               0.0000000000
## 1324                0.0000000000               0.0000000000
## 1330                0.3066739473               0.0829661587
## 2104                0.0000000000               0.0000000000
## 2314                0.7200557612               0.0000000000
## 2381                0.3622612476               0.0464374505
## 55                  0.1826652594               0.1063880594
## 1153                0.2246285753               0.0000000000
## 1439                0.7805054945               0.0000000000
## 1617                0.2944985620               0.3389676359
## 1653                0.0000000000               0.0454545455
## 1737                0.4150253026               0.0000000000
## 1926                0.4411934800               0.0391746600
## 2300                0.1160714286               0.1577380952
## 238                 0.3666959713               0.1462266582
## 1077                0.5921162170               0.0306905856
## 1159                0.1900000000               0.0000000000
## 1253                0.0000000000               0.0000000000
## 1387                0.4973022239               0.0000000000
## 1450                0.6944444444               0.0000000000
## 1915                0.6920865405               0.0000000000
## 2483                0.5000000000               0.0000000000
## 612                 0.4015134390               0.2288621656
## 1229                0.0000000000               0.0000000000
## 1231                0.4322808834               0.1181633885
## 1349                0.0021825397               0.0000000000
## 1553                0.4359656366               0.0000000000
## 1660                0.2430674556               0.0000000000
## 1663                0.3734662320               0.0000000000
## 1959                0.0000000000               0.0000000000
## 6121                0.4015134390               0.2288621656
## 12291               0.0000000000               0.0000000000
## 12311               0.4322808834               0.1181633885
## 13491               0.0021825397               0.0000000000
## 15531               0.4359656366               0.0000000000
## 16601               0.2430674556               0.0000000000
## 16631               0.3734662320               0.0000000000
## 19591               0.0000000000               0.0000000000
## 476                 0.4917628032               0.0000000000
## 527                 0.4510399233               0.2391571192
## 576                 0.5716109504               0.0952084108
## 2047                0.0000000000               0.0000000000
## 2118                0.6012132693               0.0000000000
## 2133                0.2838117970               0.0000000000
## 2134                0.0000000000               0.0000000000
## 2139                0.5905508952               0.0000000000
## 2181                0.4784924267               0.0000000000
## 2190                0.5484126984               0.1522222222
## 2205                0.0039673314               0.0000000000
## 2206                0.3725538631               0.0000000000
## 758                 0.5289412605               0.0205386742
## 820                 0.0368081811               0.0460435522
## 1535                0.6303799940               0.3696200060
## 1546                0.5979831894               0.1036769384
## 1555                0.2219557768               0.0000000000
## 1618                0.0840579710               0.0000000000
## 1684                0.6938846882               0.0000000000
## 1740                0.4749182493               0.0000000000
## 1746                0.5172043011               0.0000000000
## 2515                0.0000000000               0.0000000000
## 2577                0.6250624315               0.0000000000
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## 1068                0.4346078566               0.2285897740
## 12531               0.0000000000               0.0000000000
## 1301                0.0491899526               0.0000000000
## 1487                0.5624190408               0.0096726190
## 1508                0.5915244021               0.1671731193
## 1735                0.1981006648               0.0977682811
## 2294                0.3661276224               0.0000000000
## 805                 0.2352941176               0.3235294118
## 1563                0.8263585661               0.0000000000
## 1576                0.0000000000               0.0000000000
## 1578                0.5133903134               0.0000000000
## 1588                0.0000000000               0.2000000000
## 1606                0.3034293595               0.0000000000
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## 1655                0.0000000000               0.2222222222
## 1679                0.5472256363               0.0000000000
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## 1745                0.0137931034               0.0000000000
## 2562                0.4398965355               0.0000000000
## 366                 0.4576138563               0.0878857257
## 389                 0.2134821737               0.0000000000
## 424                 0.0186095775               0.3848618365
## 1627                0.0000000000               0.0000000000
## 1668                0.5623609911               0.0000000000
## 2123                0.0000000000               0.0000000000
## 2146                0.1118321900               0.0000000000
## 21811               0.4784924267               0.0000000000
## 231                 0.2941991342               0.1296969697
## 592                 0.1849921795               0.0000000000
## 813                 0.0869565217               0.1739130435
## 1088                0.5150106939               0.0273282989
## 1449                0.3989152139               0.0000000000
## 1670                0.3102909647               0.0000000000
## 1945                0.1451192061               0.0000000000
## 2306                0.0000000000               0.1176470588
## 2527                0.0000000000               0.0000000000
## 340                 0.2781900883               0.0000000000
## 429                 0.2205917344               0.0417949685
## 807                 0.5550694503               0.0320160502
## 9231                0.4167988987               0.0000000000
## 1867                0.4460784314               0.2107843137
## 1956                0.3580246914               0.2514029181
## 2334                0.6666666667               0.0952380952
## 2450                0.0744814247               0.0000000000
## 372                 0.4642353105               0.0000000000
## 412                 0.4882128212               0.0000000000
## 775                 0.5849624060               0.0714285714
## 1358                0.3571428571               0.0714285714
## 1448                0.0111052557               0.0000000000
## 1899                0.0000000000               0.0645161290
## 1939                0.0000000000               0.0000000000
## 2302                0.2340056022               0.0000000000
## 347                 0.0681719309               0.0000000000
## 743                 0.2699624099               0.0229997370
## 1374                0.6428571429               0.0000000000
## 1376                0.3644292546               0.2921492529
## 14871               0.5624190408               0.0096726190
## 1509                0.7322916667               0.0000000000
## 1874                0.0000000000               0.0000000000
## 2270                0.5017236732               0.0000000000
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## 1161                0.0264097559               0.0000000000
## 1235                0.3500742389               0.1262937296
## 1300                0.0000000000               0.0000000000
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## 2238                0.0000000000               0.0000000000
## 2569                0.0497984024               0.0000000000
## 395                 0.4381304127               0.0000000000
## 1429                0.2094538552               0.0000000000
## 1440                0.5714285714               0.0000000000
## 1443                0.5728476430               0.1549896383
## 1474                0.6072745603               0.0000000000
## 1501                0.4431920632               0.0000000000
## 1502                0.1646994530               0.0000000000
## 1504                0.3482142857               0.0000000000
## 1516                0.7266526502               0.2666806832
## 1922                0.6430864711               0.0000000000
## 222                 0.5664997169               0.0813172417
## 4791                0.3099335749               0.0000000000
## 1254                0.2915161965               0.2783898153
## 1343                0.0000000000               0.6666666667
## 1671                0.0000000000               0.0000000000
## 1705                0.7977952625               0.0582427505
## 1719                0.0853909487               0.0000000000
## 1830                0.5132798574               0.0000000000
## 1172                0.6587742867               0.0479192703
## 11951               0.5051598159               0.0000000000
## 1311                0.3840863054               0.1135043246
## 1313                0.5629708909               0.0000000000
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## 1895                0.6261397981               0.0000000000
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## 226                 0.5536094033               0.0418065417
## 480                 0.4581253286               0.0000000000
## 845                 0.0688892051               0.1412322924
## 1552                0.5494063590               0.0000000000
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## 1703                0.0000000000               0.1538461538
## 1728                0.4800188051               0.0000000000
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## 251                 0.1468458493               0.3818017416
## 506                 0.0000000000               0.0000000000
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## 1208                0.0180514513               0.0000000000
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## 2345                0.1259893603               0.0000000000
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## 1333                0.0932799863               0.0000000000
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## 168                 0.6344234136               0.0332432085
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## 1177                0.4053829023               0.0000000000
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## 2222                0.0000000000               0.0000000000
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## 1178                0.1863218445               0.0000000000
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## 1445                0.0000000000               0.0000000000
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## 1351                0.3913043478               0.0869565217
## 1565                0.1500000000               0.5000000000
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## 2013                0.5481187520               0.1824751825
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## 479                  0.033333333                0.033333333
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##       pitch_type_percentage_1_KC pitch_type_percentage_2_KC
## 479                  0.000000000                0.000000000
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## 1505                 0.000000000                0.000000000
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## 1927                 0.000000000                0.000000000
## 2481                 0.000000000                0.000000000
## 2590                 0.000000000                0.000000000
## 467                  0.000000000                0.000000000
##       pitch_type_percentage_1_SV pitch_type_percentage_2_SV
## 479                    0.0000000                  0.0000000
## 532                    0.0000000                  0.0000000
## 1032                   0.0000000                  0.0000000
## 1042                   0.0000000                  0.0000000
## 1047                   0.0000000                  0.0000000
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## 2590                   0.0000000                  0.0000000
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##       pitch_type_percentage_3_SV pitch_type_percentage_3_FS
## 479                    0.0000000                0.000000000
## 532                    0.0000000                0.000000000
## 1032                   0.0000000                0.000000000
## 1042                   0.0000000                0.000000000
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##       pitch_type_percentage_5_SL pitch_type_percentage_1_KN
## 479                  0.000000000                  0.0000000
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## 479                            0                          0
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##       pitch_type_percentage_2_KN pitch_type_percentage_3_KN
## 479                            0                          0
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## 1032                           0                          0
## 1042                           0                          0
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##       pitch_type_percentage_5_CH pitch_type_percentage_4_CS
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##       pitch_type_percentage_3_PO pitch_type_percentage_5_CU
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##       pitch_type_percentage_1_FO pitch_type_percentage_2_FO
## 479                            0                          0
## 532                            0                          0
## 1032                           0                          0
## 1042                           0                          0
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## 2178                           0                  0.0000000
## 2626                           0                  0.0000000
## 3951                           0                  0.0000000
## 1270                           0                  0.0000000
## 1315                           0                  0.0000000
## 1381                           0                  0.0000000
## 16531                          0                  0.0000000
## 1661                           0                  0.0000000
## 2027                           0                  0.0000000
## 2128                           0                  0.0000000
## 1220                           0                  0.0000000
## 1369                           0                  0.0000000
## 1392                           0                  0.0000000
## 1751                           0                  0.0000000
## 1988                           0                  0.0000000
## 2153                           0                  0.0000000
## 2167                           0                  0.0000000
## 2437                           0                  0.0000000
## 2454                           0                  0.0000000
## 2578                           0                  0.0000000
## 1097                           0                  0.0000000
## 1209                           0                  0.0000000
## 1335                           0                  0.0000000
## 1975                           0                  0.0000000
## 2187                           0                  0.0000000
## 2259                           0                  0.0000000
## 2341                           0                  0.0000000
## 2453                           0                  0.0000000
## 2522                           0                  0.0000000
## 574                            0                  0.0000000
## 590                            0                  0.0000000
## 983                            0                  0.0000000
## 1013                           0                  0.0000000
## 2076                           0                  0.0000000
## 2158                           0                  0.0000000
## 2177                           0                  0.0000000
## 2324                           0                  0.0000000
## 182                            0                  0.0000000
## 212                            0                  0.0000000
## 333                            0                  0.0000000
## 609                            0                  0.0000000
## 1162                           0                  0.0000000
## 1286                           0                  0.0000000
## 1426                           0                  0.0000000
## 1611                           0                  0.0000000
## 1882                           0                  0.0000000
## 1958                           0                  0.0000000
## 2038                           0                  0.0000000
## 2467                           0                  0.0000000
## 756                            0                  0.0000000
## 780                            0                  0.0000000
## 991                            0                  0.0000000
## 1305                           0                  0.0000000
## 1373                           0                  0.0000000
## 1459                           0                  0.0000000
## 1594                           0                  0.0000000
## 1860                           0                  0.0000000
## 613                            0                  0.0000000
## 1108                           0                  0.0000000
## 2279                           0                  0.0000000
## 2310                           0                  0.0000000
## 2333                           0                  0.0000000
## 2348                           0                  0.0000000
## 2372                           0                  0.0000000
## 2526                           0                  0.0000000
## 2574                           0                  0.0000000
## 111                            0                  0.0000000
## 1438                           0                  0.0000000
## 15041                          0                  0.0000000
## 1811                           0                  0.0000000
## 2092                           0                  0.0000000
## 2131                           0                  0.0000000
## 2410                           0                  0.0000000
## 2539                           0                  0.0000000
## 1111                           0                  0.0000000
## 14381                          0                  0.0000000
## 15042                          0                  0.0000000
## 18111                          0                  0.0000000
## 20921                          0                  0.0000000
## 21311                          0                  0.0000000
## 24101                          0                  0.0000000
## 25391                          0                  0.0000000
## 529                            0                  0.0000000
## 638                            0                  0.0000000
## 951                            0                  0.0000000
## 1505                           0                  0.0000000
## 1614                           0                  0.0000000
## 1927                           0                  0.0000000
## 2481                           0                  0.0000000
## 2590                           0                  0.0000000
## 467                            0                  0.0000000
##       pitch_type_percentage_2_SC pitch_type_percentage_4_FO
## 479                            0                          0
## 532                            0                          0
## 1032                           0                          0
## 1042                           0                          0
## 1047                           0                          0
## 1964                           0                          0
## 2148                           0                          0
## 2154                           0                          0
## 2192                           0                          0
## 2241                           0                          0
## 447                            0                          0
## 490                            0                          0
## 496                            0                          0
## 923                            0                          0
## 1038                           0                          0
## 1960                           0                          0
## 1984                           0                          0
## 1996                           0                          0
## 2009                           0                          0
## 2051                           0                          0
## 2085                           0                          0
## 342                            0                          0
## 362                            0                          0
## 896                            0                          0
## 1195                           0                          0
## 1389                           0                          0
## 1393                           0                          0
## 1463                           0                          0
## 1767                           0                          0
## 2587                           0                          0
## 2607                           0                          0
## 137                            0                          0
## 258                            0                          0
## 377                            0                          0
## 1581                           0                          0
## 1640                           0                          0
## 2382                           0                          0
## 2503                           0                          0
## 2622                           0                          0
## 69                             0                          0
## 136                            0                          0
## 1101                           0                          0
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## 55                             0                          0
## 1153                           0                          0
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## 1253                           0                          0
## 1387                           0                          0
## 1450                           0                          0
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## 951                            0                          0
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## 1614                           0                          0
## 1927                           0                          0
## 2481                           0                          0
## 2590                           0                          0
## 467                            0                          0
##       diff_pitch_type_percentage_1_2_diff_CH
## 479                             0.0434215081
## 532                            -0.0357972164
## 1032                            0.0599355673
## 1042                            0.0491448056
## 1047                            0.1219512195
## 1964                           -0.0512173012
## 2148                            0.0000000000
## 2154                            0.0000000000
## 2192                            0.0541005291
## 2241                           -0.1979308974
## 447                             0.0000000000
## 490                            -0.2004555051
## 496                            -0.0477653820
## 923                             0.1043037654
## 1038                            0.1013130604
## 1960                            0.0000000000
## 1984                            0.0000000000
## 1996                            0.0000000000
## 2009                           -0.0917478882
## 2051                            0.0000000000
## 2085                            0.0000000000
## 342                             0.0687627471
## 362                             0.0000000000
## 896                             0.0412188914
## 1195                           -0.0177959998
## 1389                            0.0000000000
## 1393                            0.0000000000
## 1463                           -0.2639997117
## 1767                            0.0098039216
## 2587                            0.0000000000
## 2607                           -0.0388750047
## 137                             0.0496097780
## 258                            -0.1084536819
## 377                            -0.0425290696
## 1581                            0.0000000000
## 1640                            0.0000000000
## 2382                            0.0000000000
## 2503                            0.0000000000
## 2622                           -0.0165903541
## 69                             -0.0010344828
## 136                            -0.0557037394
## 1101                            0.0396409663
## 1268                           -0.1499948511
## 1279                           -0.2269247969
## 1308                            0.0000000000
## 1324                            0.0000000000
## 1330                           -0.0888010671
## 2104                            0.0000000000
## 2314                            0.0000000000
## 2381                            0.0000000000
## 55                             -0.0244248645
## 1153                           -0.0162943763
## 1439                            0.0000000000
## 1617                           -0.0124967480
## 1653                            0.0000000000
## 1737                           -0.2225427014
## 1926                           -0.2122098863
## 2300                            0.0000000000
## 238                             0.0335659959
## 1077                           -0.0045105442
## 1159                            0.0000000000
## 1253                            0.0000000000
## 1387                           -0.2304688694
## 1450                           -0.2500000000
## 1915                           -0.0192219680
## 2483                            0.0000000000
## 612                             0.0604352777
## 1229                            0.0000000000
## 1231                           -0.0322420635
## 1349                           -0.5360725678
## 1553                           -0.0143103553
## 1660                            0.0032051282
## 1663                           -0.2007711845
## 1959                            0.0000000000
## 6121                            0.0604352777
## 12291                           0.0000000000
## 12311                          -0.0322420635
## 13491                          -0.5360725678
## 15531                          -0.0143103553
## 16601                           0.0032051282
## 16631                          -0.2007711845
## 19591                           0.0000000000
## 476                            -0.1337526977
## 527                             0.0002645503
## 576                            -0.0007203907
## 2047                            0.0000000000
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## 758                             0.0000000000
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## 1535                            0.0000000000
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## 1740                           -0.0645265102
## 1746                           -0.0649193548
## 2515                            0.0000000000
## 2577                           -0.0798115568
## 537                             0.0045717813
## 960                             0.0196475046
## 1068                            0.0527315831
## 12531                           0.0000000000
## 1301                           -0.0081953650
## 1487                            0.0000000000
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## 1735                           -0.0972222222
## 2294                            0.0000000000
## 805                             0.2694497154
## 1563                           -0.0112433862
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## 1698                           -0.1433315047
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## 1722                           -0.0127466915
## 1745                           -0.2004886688
## 2562                           -0.2917099532
## 366                             0.0357975432
## 389                            -0.2438503395
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## 592                            -0.2611478721
## 813                            -0.1445012788
## 1088                            0.1026512188
## 1449                           -0.1430247649
## 1670                           -0.1443659039
## 1945                            0.0000000000
## 2306                           -0.1176470588
## 2527                           -0.1810114794
## 340                            -0.0731413438
## 429                            -0.0103063577
## 807                             0.0454816756
## 9231                            0.1043037654
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## 1956                           -0.0044893378
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## 2450                           -0.3831070685
## 372                             0.0179400873
## 412                             0.0077338820
## 775                             0.0363666321
## 1358                           -0.5000000000
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## 711                             0.0914261671
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## 1320                           -0.2563242760
## 2238                           -0.1791508552
## 2569                           -0.0057908318
## 395                            -0.5087233288
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## 1313                           -0.1002535110
## 1353                           -0.6484251619
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## 479                             0.0514609256
## 532                             0.0000000000
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## 479                            -0.0413222165
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##       diff_pitch_type_percentage_1_2_diff_SV
## 479                                0.0000000
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## 479                             0.0000000000
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##       diff_pitch_type_percentage_1_2_diff_FA
## 479                               0.00000000
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##       diff_pitch_type_percentage_1_2_diff_NA
## 479                             0.0000000000
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## 479                                0.0000000
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## 479                               0.00000000
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##       diff_pitch_type_percentage_1_2_diff_FO
## 479                                        0
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##       diff_pitch_type_percentage_1_2_diff_SC
## 479                                        0
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##       diff_pitch_type_percentage_2_3_diff_FC
## 479                             -0.084760132
## 532                             -0.149346405
## 1032                             0.000000000
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## 479                            -0.1320926385
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## 479                             -0.111311001
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## 479                            -0.1847187758
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## 479                              0.000000000
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## 479                               0.00000000
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##       diff_pitch_type_percentage_2_3_diff_EP
## 479                                        0
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##       diff_pitch_type_percentage_2_3_diff_CS
## 479                              0.000000000
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##       diff_pitch_type_percentage_2_3_diff_NA
## 479                                        0
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## 467                                        0
##       diff_pitch_type_percentage_2_3_diff_KN
## 479                                        0
## 532                                        0
## 1032                                       0
## 1042                                       0
## 1047                                       0
## 1964                                       0
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## 2154                                       0
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##       diff_pitch_type_percentage_2_3_diff_PO
## 479                              0.000000000
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## 479                                        0          0.32028611
## 532                                        0          0.35553492
## 1032                                       0          0.29621632
## 1042                                       0          0.31505000
## 1047                                       0          0.34133333
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## 2154                                       0          0.32950000
## 2192                                       0          0.30531944
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## 490                                        0          0.30949245
## 496                                        0          0.32534568
## 923                                        0          0.30725000
## 1038                                       0          0.30162071
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## 1996                                       0          0.40695238
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## 2051                                       0          0.36907727
## 2085                                       0          0.31681291
## 342                                        0          0.45522698
## 362                                        0          0.31655095
## 896                                        0          0.35344444
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## 1389                                       0          0.40107189
## 1393                                       0          0.46600000
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## 1767                                       0          0.23989170
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## 2578                                       0          0.23173793
## 1097                                       0          0.27366852
## 1209                                       0          0.61050000
## 1335                                       0          0.29530357
## 1975                                       0          0.26986003
## 2187                                       0          0.25816021
## 2259                                       0          0.55427778
## 2341                                       0          0.39826071
## 2453                                       0          0.24433478
## 2522                                       0          0.35592940
## 574                                        0          0.31887472
## 590                                        0          0.28551590
## 983                                        0          0.29410616
## 1013                                       0          0.29543173
## 2076                                       0          0.42242917
## 2158                                       0          0.30100000
## 2177                                       0          0.39472302
## 2324                                       0          0.32625180
## 182                                        0          0.30525669
## 212                                        0          0.30771124
## 333                                        0          0.26028502
## 609                                        0          0.39385452
## 1162                                       0          0.27819184
## 1286                                       0          0.24865757
## 1426                                       0          0.28160063
## 1611                                       0          0.30925556
## 1882                                       0          0.28908816
## 1958                                       0          0.24326559
## 2038                                       0          0.30505263
## 2467                                       0          0.29131799
## 756                                        0          0.45055556
## 780                                        0          0.28947326
## 991                                        0          0.34000402
## 1305                                       0          0.30869691
## 1373                                       0          0.54557143
## 1459                                       0          0.33803582
## 1594                                       0          0.38822222
## 1860                                       0          0.33070646
## 613                                        0          0.35537037
## 1108                                       0          0.20897917
## 2279                                       0          0.41719048
## 2310                                       0          0.30833333
## 2333                                       0          0.30828553
## 2348                                       0          0.35190547
## 2372                                       0          0.32120056
## 2526                                       0          0.44083333
## 2574                                       0          0.27126667
## 111                                        0          0.33159259
## 1438                                       0          0.31162951
## 15041                                      0          0.26427143
## 1811                                       0          0.49580556
## 2092                                       0          0.29607333
## 2131                                       0          0.40973611
## 2410                                       0          0.47066667
## 2539                                       0          0.27191919
## 1111                                       0          0.33159259
## 14381                                      0          0.31162951
## 15042                                      0          0.26427143
## 18111                                      0          0.49580556
## 20921                                      0          0.29607333
## 21311                                      0          0.40973611
## 24101                                      0          0.47066667
## 25391                                      0          0.27191919
## 529                                        0          0.32796655
## 638                                        0          0.26480921
## 951                                        0          0.23068889
## 1505                                       0          0.26480982
## 1614                                       0          0.34355937
## 1927                                       0          0.33092928
## 2481                                       0          0.29537782
## 2590                                       0          0.24663786
## 467                                        0          0.21675000
##       xwoba_times_faced_2 xwoba_times_faced_3 xwoba_times_faced_4
## 479            0.28432589           0.0090000                  NA
## 532            0.33595000                  NA                  NA
## 1032           0.31768707           0.3396179           0.0947500
## 1042           0.22387500           0.3414107                  NA
## 1047           0.19200000           0.6630000                  NA
## 1964                   NA                  NA                  NA
## 2148                   NA                  NA                  NA
## 2154                   NA                  NA                  NA
## 2192           0.10366667                  NA                  NA
## 2241           0.05700000                  NA                  NA
## 447            0.33032747           0.3533400                  NA
## 490            0.32619120           0.5181389                  NA
## 496            0.41530714           0.5522786                  NA
## 923            0.34908542           0.3601333                  NA
## 1038           0.28838384           0.3202833           0.3503750
## 1960                   NA                  NA                  NA
## 1984           0.47040000                  NA                  NA
## 1996                   NA                  NA                  NA
## 2009                   NA                  NA                  NA
## 2051                   NA                  NA                  NA
## 2085           0.37975000                  NA                  NA
## 342            0.35765608           0.6465722                  NA
## 362            0.31624392           0.3061622           0.2895000
## 896            0.38354167           0.4846786           0.0840000
## 1195                   NA                  NA                  NA
## 1389                   NA                  NA                  NA
## 1393                   NA                  NA                  NA
## 1463                   NA                  NA                  NA
## 1767           0.22080000                  NA                  NA
## 2587           0.41500000                  NA                  NA
## 2607                   NA                  NA                  NA
## 137            0.36874515           0.2885323           0.0310000
## 258            0.28861111                  NA                  NA
## 377            0.35299306           0.2221667                  NA
## 1581                   NA                  NA                  NA
## 1640                   NA                  NA                  NA
## 2382                   NA                  NA                  NA
## 2503                   NA                  NA                  NA
## 2622                   NA                  NA                  NA
## 69             0.54100000                  NA                  NA
## 136            0.27857000                  NA                  NA
## 1101           0.34483507           0.4191147           0.5047917
## 1268           0.41300000                  NA                  NA
## 1279                   NA                  NA                  NA
## 1308                   NA                  NA                  NA
## 1324                   NA                  NA                  NA
## 1330                   NA                  NA                  NA
## 2104                   NA                  NA                  NA
## 2314                   NA                  NA                  NA
## 2381                   NA                  NA                  NA
## 55             0.37194583           0.4015449           0.3926667
## 1153                   NA                  NA                  NA
## 1439                   NA                  NA                  NA
## 1617           0.04200000                  NA                  NA
## 1653                   NA                  NA                  NA
## 1737                   NA                  NA                  NA
## 1926                   NA                  NA                  NA
## 2300           0.00000000                  NA                  NA
## 238            0.28744373           0.3279511                  NA
## 1077           0.35115822           0.3735192           0.3640000
## 1159                   NA                  NA                  NA
## 1253                   NA                  NA                  NA
## 1387                   NA                  NA                  NA
## 1450                   NA                  NA                  NA
## 1915                   NA                  NA                  NA
## 2483                   NA                  NA                  NA
## 612            0.38529299           0.4247100                  NA
## 1229           0.38050000                  NA                  NA
## 1231                   NA                  NA                  NA
## 1349           0.40344444                  NA                  NA
## 1553                   NA                  NA                  NA
## 1660           0.23188889                  NA                  NA
## 1663           0.63400000                  NA                  NA
## 1959                   NA                  NA                  NA
## 6121           0.38529299           0.4247100                  NA
## 12291          0.38050000                  NA                  NA
## 12311                  NA                  NA                  NA
## 13491          0.40344444                  NA                  NA
## 15531                  NA                  NA                  NA
## 16601          0.23188889                  NA                  NA
## 16631          0.63400000                  NA                  NA
## 19591                  NA                  NA                  NA
## 476            0.04500000                  NA                  NA
## 527            0.43107235           0.2104133                  NA
## 576            0.33933333                  NA                  NA
## 2047                   NA                  NA                  NA
## 2118                   NA                  NA                  NA
## 2133           0.30150000                  NA                  NA
## 2134                   NA                  NA                  NA
## 2139                   NA                  NA                  NA
## 2181                   NA                  NA                  NA
## 2190           0.62966095                  NA                  NA
## 2205                   NA                  NA                  NA
## 2206           0.78965238                  NA                  NA
## 758            0.26567992           0.3132254           0.2495667
## 820            0.34887985           0.3776138           0.0050000
## 1535                   NA                  NA                  NA
## 1546                   NA                  NA                  NA
## 1555           0.67325000                  NA                  NA
## 1618                   NA                  NA                  NA
## 1684                   NA                  NA                  NA
## 1740                   NA                  NA                  NA
## 1746                   NA                  NA                  NA
## 2515           0.23146667                  NA                  NA
## 2577                   NA                  NA                  NA
## 537            0.35862167           0.3513889                  NA
## 960            0.34709668           0.3365276           0.4095000
## 1068           0.39298843           0.2503667                  NA
## 12531                  NA                  NA                  NA
## 1301           0.34604583                  NA                  NA
## 1487                   NA                  NA                  NA
## 1508                   NA                  NA                  NA
## 1735                   NA                  NA                  NA
## 2294                   NA                  NA                  NA
## 805            0.22055556           0.6856000                  NA
## 1563                   NA                  NA                  NA
## 1576                   NA                  NA                  NA
## 1578                   NA                  NA                  NA
## 1588                   NA                  NA                  NA
## 1606                   NA                  NA                  NA
## 1644                   NA                  NA                  NA
## 1650                   NA                  NA                  NA
## 1655                   NA                  NA                  NA
## 1679                   NA                  NA                  NA
## 1698                   NA                  NA                  NA
## 1712                   NA                  NA                  NA
## 1722                   NA                  NA                  NA
## 1745                   NA                  NA                  NA
## 2562           0.89508333                  NA                  NA
## 366            0.31972685           0.4353038           0.8120000
## 389                    NA                  NA                  NA
## 424            0.07100000                  NA                  NA
## 1627                   NA                  NA                  NA
## 1668                   NA                  NA                  NA
## 2123                   NA                  NA                  NA
## 2146           0.11700000                  NA                  NA
## 21811                  NA                  NA                  NA
## 231            0.48860000                  NA                  NA
## 592            0.45042063           0.1178333                  NA
## 813            0.40700000           0.4664444                  NA
## 1088           0.31765432           0.2325833                  NA
## 1449                   NA                  NA                  NA
## 1670           0.32350000                  NA                  NA
## 1945                   NA                  NA                  NA
## 2306                   NA                  NA                  NA
## 2527           0.26400000                  NA                  NA
## 340                    NA                  NA                  NA
## 429            0.33348119           0.3039717                  NA
## 807            0.20420455           0.5422726                  NA
## 9231           0.34908542           0.3601333                  NA
## 1867                   NA                  NA                  NA
## 1956           0.57175000                  NA                  NA
## 2334                   NA                  NA                  NA
## 2450                   NA                  NA                  NA
## 372            0.34066718           0.3672264           0.5892222
## 412            0.51234375           0.2080000                  NA
## 775            0.55894444                  NA                  NA
## 1358                   NA                  NA                  NA
## 1448                   NA                  NA                  NA
## 1899           0.39620000                  NA                  NA
## 1939                   NA                  NA                  NA
## 2302                   NA                  NA                  NA
## 347                    NA                  NA                  NA
## 743            0.30209079           0.3547861           0.2949854
## 1374                   NA                  NA                  NA
## 1376                   NA                  NA                  NA
## 14871                  NA                  NA                  NA
## 1509                   NA                  NA                  NA
## 1874                   NA                  NA                  NA
## 2270                   NA                  NA                  NA
## 711            0.28062454           0.3130847           0.2147500
## 10421          0.22387500           0.3414107                  NA
## 1161           0.21400000                  NA                  NA
## 1235                   NA                  NA                  NA
## 1300                   NA                  NA                  NA
## 1320                   NA                  NA                  NA
## 2238                   NA                  NA                  NA
## 2569           0.06700000                  NA                  NA
## 395            0.35443750                  NA                  NA
## 1429                   NA                  NA                  NA
## 1440                   NA                  NA                  NA
## 1443           0.10800000                  NA                  NA
## 1474           0.08500000                  NA                  NA
## 1501                   NA                  NA                  NA
## 1502                   NA                  NA                  NA
## 1504                   NA                  NA                  NA
## 1516                   NA                  NA                  NA
## 1922                   NA                  NA                  NA
## 222                    NA                  NA                  NA
## 4791           0.28432589           0.0090000                  NA
## 1254                   NA                  NA                  NA
## 1343                   NA                  NA                  NA
## 1671           0.51230000                  NA                  NA
## 1705                   NA                  NA                  NA
## 1719                   NA                  NA                  NA
## 1830                   NA                  NA                  NA
## 1172                   NA                  NA                  NA
## 11951                  NA                  NA                  NA
## 1311                   NA                  NA                  NA
## 1313                   NA                  NA                  NA
## 1353                   NA                  NA                  NA
## 1360                   NA                  NA                  NA
## 1895           0.49571429                  NA                  NA
## 1983                   NA                  NA                  NA
## 2248           0.28300000                  NA                  NA
## 2357                   NA                  NA                  NA
## 226                    NA                  NA                  NA
## 480            0.34642677           0.4755440           0.3570000
## 845            0.35158274           0.3054421           0.3715000
## 1552                   NA                  NA                  NA
## 1609           0.00000000                  NA                  NA
## 1703                   NA                  NA                  NA
## 1728                   NA                  NA                  NA
## 2145                   NA                  NA                  NA
## 249            0.22067315           0.2683012                  NA
## 251            0.24533333                  NA                  NA
## 506            0.37271373           0.3796400                  NA
## 556            0.36899537           0.2870000                  NA
## 1208                   NA                  NA                  NA
## 1283                   NA                  NA                  NA
## 1284                   NA                  NA                  NA
## 2345           0.00000000                  NA                  NA
## 2565                   NA                  NA                  NA
## 317            0.21946296           0.2812476                  NA
## 335                    NA                  NA                  NA
## 663            0.30072407           0.4556528           0.2680000
## 1333           0.61766667                  NA                  NA
## 1475                   NA                  NA                  NA
## 19961                  NA                  NA                  NA
## 2113           0.70000000                  NA                  NA
## 2368           0.31544444           0.2842500           0.1275000
## 22                     NA                  NA                  NA
## 63                     NA                  NA                  NA
## 168            0.28633571           0.3771369                  NA
## 174                    NA                  NA                  NA
## 673            0.40245926           0.3546667                  NA
## 1177                   NA                  NA                  NA
## 1180                   NA                  NA                  NA
## 1260                   NA                  NA                  NA
## 1744           0.86650000                  NA                  NA
## 1759           0.01600000                  NA                  NA
## 2222           0.21800000                  NA                  NA
## 2362           0.26000000                  NA                  NA
## 2530           0.09100000                  NA                  NA
## 2600                   NA                  NA                  NA
## 2641           0.22512963           0.2415000                  NA
## 7581           0.26567992           0.3132254           0.2495667
## 1178                   NA                  NA                  NA
## 1287           0.11600000                  NA                  NA
## 1445                   NA                  NA                  NA
## 19561          0.57175000                  NA                  NA
## 2229           0.21800000           0.4212500                  NA
## 2246           0.23400000                  NA                  NA
## 2312           0.30040000                  NA                  NA
## 2412                   NA                  NA                  NA
## 173            0.31658095           0.1553333                  NA
## 315            0.21017429           0.2991449                  NA
## 376            0.85900000                  NA                  NA
## 1630                   NA                  NA                  NA
## 1646           0.81300000                  NA                  NA
## 1683                   NA                  NA                  NA
## 1891           0.10500000                  NA                  NA
## 1930                   NA                  NA                  NA
## 2007                   NA                  NA                  NA
## 2252           0.00000000                  NA                  NA
## 2471           0.00000000                  NA                  NA
## 2511           0.29150000                  NA                  NA
## 152            0.06700000                  NA                  NA
## 307                    NA                  NA                  NA
## 414                    NA                  NA                  NA
## 1185                   NA                  NA                  NA
## 1331                   NA                  NA                  NA
## 1351                   NA                  NA                  NA
## 1565                   NA                  NA                  NA
## 1718                   NA                  NA                  NA
## 1808                   NA                  NA                  NA
## 2013           0.18950000                  NA                  NA
## 2031                   NA                  NA                  NA
## 2090           0.47050000                  NA                  NA
## 598            0.36680903           0.5051429                  NA
## 1155                   NA                  NA                  NA
## 13581                  NA                  NA                  NA
## 1533           0.00000000                  NA                  NA
## 2025                   NA                  NA                  NA
## 2035                   NA                  NA                  NA
## 2307                   NA                  NA                  NA
## 2498           0.25507778           0.5370000                  NA
## 5321           0.33595000                  NA                  NA
## 975            0.28676870           0.2477480           0.2650000
## 1040           0.40557407           0.5339375                  NA
## 1214           0.00000000                  NA                  NA
## 1612                   NA                  NA                  NA
## 2006                   NA                  NA                  NA
## 2338                   NA                  NA                  NA
## 2504                   NA                  NA                  NA
## 2536           0.16300000                  NA                  NA
## 279                    NA                  NA                  NA
## 351            0.21475000                  NA                  NA
## 1336                   NA                  NA                  NA
## 13492          0.40344444                  NA                  NA
## 1356                   NA                  NA                  NA
## 1417           0.70000000                  NA                  NA
## 15091                  NA                  NA                  NA
## 1542                   NA                  NA                  NA
## 2055                   NA                  NA                  NA
## 2273                   NA                  NA                  NA
## 2499           0.24833333                  NA                  NA
## 2566                   NA                  NA                  NA
## 51             0.33202169           0.4405298                  NA
## 365            0.37587762           0.4183718           0.0070000
## 552                    NA                  NA                  NA
## 630            0.29479514           0.2514167                  NA
## 1493                   NA                  NA                  NA
## 1506                   NA                  NA                  NA
## 1514                   NA                  NA                  NA
## 1925                   NA                  NA                  NA
## 2349                   NA                  NA                  NA
## 2413                   NA                  NA                  NA
## 2629           0.26742917                  NA                  NA
## 48                     NA                  NA                  NA
## 246                    NA                  NA                  NA
## 1428                   NA                  NA                  NA
## 14872                  NA                  NA                  NA
## 1503                   NA                  NA                  NA
## 16981                  NA                  NA                  NA
## 1700                   NA                  NA                  NA
## 2169                   NA                  NA                  NA
## 2178                   NA                  NA                  NA
## 2626                   NA                  NA                  NA
## 3951           0.35443750                  NA                  NA
## 1270                   NA                  NA                  NA
## 1315                   NA                  NA                  NA
## 1381                   NA                  NA                  NA
## 16531                  NA                  NA                  NA
## 1661                   NA                  NA                  NA
## 2027                   NA                  NA                  NA
## 2128                   NA                  NA                  NA
## 1220                   NA                  NA                  NA
## 1369                   NA                  NA                  NA
## 1392           0.49800000                  NA                  NA
## 1751                   NA                  NA                  NA
## 1988                   NA                  NA                  NA
## 2153           0.33800000                  NA                  NA
## 2167           0.91500000                  NA                  NA
## 2437           0.45462500                  NA                  NA
## 2454                   NA                  NA                  NA
## 2578                   NA                  NA                  NA
## 1097           0.30493176           0.3955788           0.1510000
## 1209                   NA                  NA                  NA
## 1335                   NA                  NA                  NA
## 1975                   NA                  NA                  NA
## 2187                   NA                  NA                  NA
## 2259                   NA                  NA                  NA
## 2341                   NA                  NA                  NA
## 2453                   NA                  NA                  NA
## 2522                   NA                  NA                  NA
## 574            0.34635138           0.2322526                  NA
## 590            0.26566176                  NA                  NA
## 983            0.28415668           0.3385111           0.3962000
## 1013           0.34139423           0.3178414           0.3315000
## 2076                   NA                  NA                  NA
## 2158                   NA                  NA                  NA
## 2177           0.09500000                  NA                  NA
## 2324                   NA                  NA                  NA
## 182            0.24800000                  NA                  NA
## 212            0.00000000                  NA                  NA
## 333            0.33602399           0.4146834                  NA
## 609            0.33420533           0.3666013           0.3420000
## 1162           0.00000000                  NA                  NA
## 1286                   NA                  NA                  NA
## 1426                   NA                  NA                  NA
## 1611           0.23943750                  NA                  NA
## 1882           0.10500000                  NA                  NA
## 1958                   NA                  NA                  NA
## 2038                   NA                  NA                  NA
## 2467                   NA                  NA                  NA
## 756            0.49400000                  NA                  NA
## 780            0.32983611           0.3414088                  NA
## 991            0.34174521           0.3396598           0.2474167
## 1305           0.05700000                  NA                  NA
## 1373                   NA                  NA                  NA
## 1459                   NA                  NA                  NA
## 1594                   NA                  NA                  NA
## 1860                   NA                  NA                  NA
## 613            0.48145833           0.5135000                  NA
## 1108           0.31156746           0.2031315           0.4640000
## 2279                   NA                  NA                  NA
## 2310                   NA                  NA                  NA
## 2333           0.00900000                  NA                  NA
## 2348           0.80400000                  NA                  NA
## 2372                   NA                  NA                  NA
## 2526                   NA                  NA                  NA
## 2574                   NA                  NA                  NA
## 111            0.29575417           0.2571667                  NA
## 1438           0.08083333                  NA                  NA
## 15041                  NA                  NA                  NA
## 1811                   NA                  NA                  NA
## 2092                   NA                  NA                  NA
## 2131                   NA                  NA                  NA
## 2410                   NA                  NA                  NA
## 2539                   NA                  NA                  NA
## 1111           0.29575417           0.2571667                  NA
## 14381          0.08083333                  NA                  NA
## 15042                  NA                  NA                  NA
## 18111                  NA                  NA                  NA
## 20921                  NA                  NA                  NA
## 21311                  NA                  NA                  NA
## 24101                  NA                  NA                  NA
## 25391                  NA                  NA                  NA
## 529                    NA                  NA                  NA
## 638                    NA                  NA                  NA
## 951            0.28019722           0.4736250                  NA
## 1505                   NA                  NA                  NA
## 1614                   NA                  NA                  NA
## 1927           0.22837500                  NA                  NA
## 2481           0.00000000                  NA                  NA
## 2590                   NA                  NA                  NA
## 467            0.32347361           0.2923472                  NA
##       xwoba_times_faced_5 xwoba_faced_diff_1_2 xwoba_faced_diff_2_3
## 479                    NA        -0.0359602183         -0.275325893
## 532                    NA        -0.0195849206                   NA
## 1032                   NA         0.0214707465          0.021930857
## 1042                   NA        -0.0911750000          0.117535714
## 1047                   NA        -0.1493333333          0.471000000
## 1964                   NA                   NA                   NA
## 2148                   NA                   NA                   NA
## 2154                   NA                   NA                   NA
## 2192                   NA        -0.2016527778                   NA
## 2241                   NA        -0.2495983245                   NA
## 447                    NA         0.0243406966          0.023012531
## 490                    NA         0.0166987536          0.191947685
## 496                    NA         0.0899614638          0.136971429
## 923                    NA         0.0418354167          0.011047917
## 1038                   NA        -0.0132368687          0.031899476
## 1960                   NA                   NA                   NA
## 1984                   NA         0.0938000000                   NA
## 1996                   NA                   NA                   NA
## 2009                   NA                   NA                   NA
## 2051                   NA                   NA                   NA
## 2085                   NA         0.0629370851                   NA
## 342                    NA        -0.0975708995          0.288916138
## 362                    NA        -0.0003070259         -0.010081741
## 896                    NA         0.0300972222          0.101136905
## 1195                   NA                   NA                   NA
## 1389                   NA                   NA                   NA
## 1393                   NA                   NA                   NA
## 1463                   NA                   NA                   NA
## 1767                   NA        -0.0190917027                   NA
## 2587                   NA         0.1226076389                   NA
## 2607                   NA                   NA                   NA
## 137                    NA         0.0297729243         -0.080212871
## 258                    NA         0.0224965797                   NA
## 377                    NA         0.0187581349         -0.130826389
## 1581                   NA                   NA                   NA
## 1640                   NA                   NA                   NA
## 2382                   NA                   NA                   NA
## 2503                   NA                   NA                   NA
## 2622                   NA                   NA                   NA
## 69                     NA         0.2444211971                   NA
## 136                    NA        -0.0159692999                   NA
## 1101                   NA        -0.0364118924          0.074279639
## 1268                   NA         0.1149227613                   NA
## 1279                   NA                   NA                   NA
## 1308                   NA                   NA                   NA
## 1324                   NA                   NA                   NA
## 1330                   NA                   NA                   NA
## 2104                   NA                   NA                   NA
## 2314                   NA                   NA                   NA
## 2381                   NA                   NA                   NA
## 55                     NA         0.0727116579          0.029599078
## 1153                   NA                   NA                   NA
## 1439                   NA                   NA                   NA
## 1617                   NA        -0.2361480223                   NA
## 1653                   NA                   NA                   NA
## 1737                   NA                   NA                   NA
## 1926                   NA                   NA                   NA
## 2300                   NA        -0.3435000000                   NA
## 238                    NA        -0.0574368280          0.040507378
## 1077                   NA         0.0973494213          0.022361017
## 1159                   NA                   NA                   NA
## 1253                   NA                   NA                   NA
## 1387                   NA                   NA                   NA
## 1450                   NA                   NA                   NA
## 1915                   NA                   NA                   NA
## 2483                   NA                   NA                   NA
## 612                    NA         0.0377744709          0.039417011
## 1229                   NA        -0.0177777778                   NA
## 1231                   NA                   NA                   NA
## 1349                   NA         0.0983241213                   NA
## 1553                   NA                   NA                   NA
## 1660                   NA        -0.0531848309                   NA
## 1663                   NA         0.3789054945                   NA
## 1959                   NA                   NA                   NA
## 6121                   NA         0.0377744709          0.039417011
## 12291                  NA        -0.0177777778                   NA
## 12311                  NA                   NA                   NA
## 13491                  NA         0.0983241213                   NA
## 15531                  NA                   NA                   NA
## 16601                  NA        -0.0531848309                   NA
## 16631                  NA         0.3789054945                   NA
## 19591                  NA                   NA                   NA
## 476                    NA        -0.2645749320                   NA
## 527                    NA         0.1245314600         -0.220659013
## 576                    NA        -0.0062825198                   NA
## 2047                   NA                   NA                   NA
## 2118                   NA                   NA                   NA
## 2133                   NA        -0.0125831905                   NA
## 2134                   NA                   NA                   NA
## 2139                   NA                   NA                   NA
## 2181                   NA                   NA                   NA
## 2190                   NA         0.2841720635                   NA
## 2205                   NA                   NA                   NA
## 2206                   NA         0.4677922336                   NA
## 758                    NA        -0.0286095685          0.047545455
## 820                    NA         0.0092592740          0.028733959
## 1535                   NA                   NA                   NA
## 1546                   NA                   NA                   NA
## 1555                   NA         0.4173311141                   NA
## 1618                   NA                   NA                   NA
## 1684                   NA                   NA                   NA
## 1740                   NA                   NA                   NA
## 1746                   NA                   NA                   NA
## 2515                   NA        -0.0796138322                   NA
## 2577                   NA                   NA                   NA
## 537                    NA        -0.0169561111         -0.007232778
## 960                    NA         0.0709133478         -0.010569089
## 1068                   NA         0.0718773148         -0.142621759
## 12531                  NA                   NA                   NA
## 1301                   NA         0.0468631519                   NA
## 1487                   NA                   NA                   NA
## 1508                   NA                   NA                   NA
## 1735                   NA                   NA                   NA
## 2294                   NA                   NA                   NA
## 805                    NA        -0.0373333333          0.465044444
## 1563                   NA                   NA                   NA
## 1576                   NA                   NA                   NA
## 1578                   NA                   NA                   NA
## 1588                   NA                   NA                   NA
## 1606                   NA                   NA                   NA
## 1644                   NA                   NA                   NA
## 1650                   NA                   NA                   NA
## 1655                   NA                   NA                   NA
## 1679                   NA                   NA                   NA
## 1698                   NA                   NA                   NA
## 1712                   NA                   NA                   NA
## 1722                   NA                   NA                   NA
## 1745                   NA                   NA                   NA
## 2562                   NA         0.5399895125                   NA
## 366                    NA        -0.0429993934          0.115576949
## 389                    NA                   NA                   NA
## 424                    NA        -0.1750446208                   NA
## 1627                   NA                   NA                   NA
## 1668                   NA                   NA                   NA
## 2123                   NA                   NA                   NA
## 2146                   NA        -0.1598632479                   NA
## 21811                  NA                   NA                   NA
## 231                    NA         0.2888388889                   NA
## 592                    NA         0.1579250882         -0.332587302
## 813                    NA         0.0076666667          0.059444444
## 1088                   NA        -0.0595015432         -0.085070988
## 1449                   NA                   NA                   NA
## 1670                   NA         0.0010675303                   NA
## 1945                   NA                   NA                   NA
## 2306                   NA                   NA                   NA
## 2527                   NA        -0.0474277269                   NA
## 340                    NA                   NA                   NA
## 429                  0.00         0.0316214150         -0.029509520
## 807                    NA         0.0133358586          0.338068074
## 9231                   NA         0.0418354167          0.011047917
## 1867                   NA                   NA                   NA
## 1956                   NA         0.0452092593                   NA
## 2334                   NA                   NA                   NA
## 2450                   NA                   NA                   NA
## 372                    NA        -0.0047892801          0.026559232
## 412                    NA         0.1342485560         -0.304343750
## 775                    NA         0.2279444444                   NA
## 1358                   NA                   NA                   NA
## 1448                   NA                   NA                   NA
## 1899                   NA         0.1874222222                   NA
## 1939                   NA                   NA                   NA
## 2302                   NA                   NA                   NA
## 347                    NA                   NA                   NA
## 743                  0.35         0.0502820423          0.052695322
## 1374                   NA                   NA                   NA
## 1376                   NA                   NA                   NA
## 14871                  NA                   NA                   NA
## 1509                   NA                   NA                   NA
## 1874                   NA                   NA                   NA
## 2270                   NA                   NA                   NA
## 711                    NA         0.0166660185          0.032460165
## 10421                  NA        -0.0911750000          0.117535714
## 1161                   NA        -0.0700140005                   NA
## 1235                   NA                   NA                   NA
## 1300                   NA                   NA                   NA
## 1320                   NA                   NA                   NA
## 2238                   NA                   NA                   NA
## 2569                   NA        -0.2388743560                   NA
## 395                    NA         0.0732493339                   NA
## 1429                   NA                   NA                   NA
## 1440                   NA                   NA                   NA
## 1443                   NA        -0.1651432839                   NA
## 1474                   NA        -0.2681475268                   NA
## 1501                   NA                   NA                   NA
## 1502                   NA                   NA                   NA
## 1504                   NA                   NA                   NA
## 1516                   NA                   NA                   NA
## 1922                   NA                   NA                   NA
## 222                    NA                   NA                   NA
## 4791                   NA        -0.0359602183         -0.275325893
## 1254                   NA                   NA                   NA
## 1343                   NA                   NA                   NA
## 1671                   NA         0.1678588152                   NA
## 1705                   NA                   NA                   NA
## 1719                   NA                   NA                   NA
## 1830                   NA                   NA                   NA
## 1172                   NA                   NA                   NA
## 11951                  NA                   NA                   NA
## 1311                   NA                   NA                   NA
## 1313                   NA                   NA                   NA
## 1353                   NA                   NA                   NA
## 1360                   NA                   NA                   NA
## 1895                   NA         0.1889757672                   NA
## 1983                   NA                   NA                   NA
## 2248                   NA        -0.0933790675                   NA
## 2357                   NA                   NA                   NA
## 226                    NA                   NA                   NA
## 480                    NA         0.0901647695          0.129117201
## 845                    NA         0.0342444444         -0.046140592
## 1552                   NA                   NA                   NA
## 1609                   NA        -0.2563781030                   NA
## 1703                   NA                   NA                   NA
## 1728                   NA                   NA                   NA
## 2145                   NA                   NA                   NA
## 249                    NA        -0.0558129630          0.047628042
## 251                    NA        -0.0410351361                   NA
## 506                    NA         0.0568640996          0.006926313
## 556                    NA         0.0390112434         -0.081995370
## 1208                   NA                   NA                   NA
## 1283                   NA                   NA                   NA
## 1284                   NA                   NA                   NA
## 2345                   NA        -0.3274649826                   NA
## 2565                   NA                   NA                   NA
## 317                    NA         0.0044851852          0.061784656
## 335                    NA                   NA                   NA
## 663                    NA        -0.0163203704          0.154928704
## 1333                   NA         0.3452947090                   NA
## 1475                   NA                   NA                   NA
## 19961                  NA                   NA                   NA
## 2113                   NA         0.4852197691                   NA
## 2368                   NA         0.0397671717         -0.031194444
## 22                     NA                   NA                   NA
## 63                     NA                   NA                   NA
## 168                    NA        -0.0262490810          0.090801190
## 174                    NA                   NA                   NA
## 673                    NA         0.1029000331         -0.047792593
## 1177                   NA                   NA                   NA
## 1180                   NA                   NA                   NA
## 1260                   NA                   NA                   NA
## 1744                   NA         0.5187361111                   NA
## 1759                   NA        -0.2762958063                   NA
## 2222                   NA        -0.0527804278                   NA
## 2362                   NA        -0.0878001082                   NA
## 2530                   NA        -0.2473402778                   NA
## 2600                   NA                   NA                   NA
## 2641                   NA        -0.0783735269          0.016370370
## 7581                   NA        -0.0286095685          0.047545455
## 1178                   NA                   NA                   NA
## 1287                   NA        -0.1475725500                   NA
## 1445                   NA                   NA                   NA
## 19561                  NA         0.0452092593                   NA
## 2229                   NA        -0.2014380952          0.203250000
## 2246                   NA        -0.1112395833                   NA
## 2312                   NA        -0.0354328125                   NA
## 2412                   NA                   NA                   NA
## 173                    NA         0.0353029819         -0.161247619
## 315                    NA        -0.0343979365          0.088970600
## 376                    NA         0.6182835253                   NA
## 1630                   NA                   NA                   NA
## 1646                   NA         0.4785125000                   NA
## 1683                   NA                   NA                   NA
## 1891                   NA        -0.1903091787                   NA
## 1930                   NA                   NA                   NA
## 2007                   NA                   NA                   NA
## 2252                   NA        -0.3272916667                   NA
## 2471                   NA        -0.3558492674                   NA
## 2511                   NA        -0.1135747475                   NA
## 152                    NA        -0.2319997199                   NA
## 307                    NA                   NA                   NA
## 414                    NA                   NA                   NA
## 1185                   NA                   NA                   NA
## 1331                   NA                   NA                   NA
## 1351                   NA                   NA                   NA
## 1565                   NA                   NA                   NA
## 1718                   NA                   NA                   NA
## 1808                   NA                   NA                   NA
## 2013                   NA        -0.0911737165                   NA
## 2031                   NA                   NA                   NA
## 2090                   NA         0.0603192240                   NA
## 598                    NA         0.0479790675          0.138333829
## 1155                   NA                   NA                   NA
## 13581                  NA                   NA                   NA
## 1533                   NA        -0.3019748110                   NA
## 2025                   NA                   NA                   NA
## 2035                   NA                   NA                   NA
## 2307                   NA                   NA                   NA
## 2498                   NA        -0.1209227778          0.281922222
## 5321                   NA        -0.0195849206                   NA
## 975                    NA        -0.0235897436         -0.039020648
## 1040                   NA         0.1831851852          0.128363426
## 1214                   NA        -0.3518801282                   NA
## 1612                   NA                   NA                   NA
## 2006                   NA                   NA                   NA
## 2338                   NA                   NA                   NA
## 2504                   NA                   NA                   NA
## 2536                   NA        -0.1230000000                   NA
## 279                    NA                   NA                   NA
## 351                    NA        -0.0770996392                   NA
## 1336                   NA                   NA                   NA
## 13492                  NA         0.0983241213                   NA
## 1356                   NA                   NA                   NA
## 1417                   NA         0.4682142857                   NA
## 15091                  NA                   NA                   NA
## 1542                   NA                   NA                   NA
## 2055                   NA                   NA                   NA
## 2273                   NA                   NA                   NA
## 2499                   NA        -0.0384845066                   NA
## 2566                   NA                   NA                   NA
## 51                     NA         0.0013715507          0.108508069
## 365                    NA         0.0233563735          0.042494162
## 552                    NA                   NA                   NA
## 630                    NA         0.0345164683         -0.043378472
## 1493                   NA                   NA                   NA
## 1506                   NA                   NA                   NA
## 1514                   NA                   NA                   NA
## 1925                   NA                   NA                   NA
## 2349                   NA                   NA                   NA
## 2413                   NA                   NA                   NA
## 2629                   NA        -0.0212940397                   NA
## 48                     NA                   NA                   NA
## 246                    NA                   NA                   NA
## 1428                   NA                   NA                   NA
## 14872                  NA                   NA                   NA
## 1503                   NA                   NA                   NA
## 16981                  NA                   NA                   NA
## 1700                   NA                   NA                   NA
## 2169                   NA                   NA                   NA
## 2178                   NA                   NA                   NA
## 2626                   NA                   NA                   NA
## 3951                   NA         0.0732493339                   NA
## 1270                   NA                   NA                   NA
## 1315                   NA                   NA                   NA
## 1381                   NA                   NA                   NA
## 16531                  NA                   NA                   NA
## 1661                   NA                   NA                   NA
## 2027                   NA                   NA                   NA
## 2128                   NA                   NA                   NA
## 1220                   NA                   NA                   NA
## 1369                   NA                   NA                   NA
## 1392                   NA         0.2149510163                   NA
## 1751                   NA                   NA                   NA
## 1988                   NA                   NA                   NA
## 2153                   NA         0.0573914079                   NA
## 2167                   NA         0.5297220635                   NA
## 2437                   NA         0.1079976757                   NA
## 2454                   NA                   NA                   NA
## 2578                   NA                   NA                   NA
## 1097                   NA         0.0312632448          0.090647086
## 1209                   NA                   NA                   NA
## 1335                   NA                   NA                   NA
## 1975                   NA                   NA                   NA
## 2187                   NA                   NA                   NA
## 2259                   NA                   NA                   NA
## 2341                   NA                   NA                   NA
## 2453                   NA                   NA                   NA
## 2522                   NA                   NA                   NA
## 574                    NA         0.0274766562         -0.114098821
## 590                    NA        -0.0198541348                   NA
## 983                    NA        -0.0099494792          0.054354390
## 1013                   NA         0.0459625000         -0.023552788
## 2076                   NA                   NA                   NA
## 2158                   NA                   NA                   NA
## 2177                   NA        -0.2997230159                   NA
## 2324                   NA                   NA                   NA
## 182                    NA        -0.0572566865                   NA
## 212                    NA        -0.3077112434                   NA
## 333                    NA         0.0757389657          0.078659363
## 609                    NA        -0.0596491876          0.032396012
## 1162                   NA        -0.2781918403                   NA
## 1286                   NA                   NA                   NA
## 1426                   NA                   NA                   NA
## 1611                   NA        -0.0698180556                   NA
## 1882                   NA        -0.1840881614                   NA
## 1958                   NA                   NA                   NA
## 2038                   NA                   NA                   NA
## 2467                   NA                   NA                   NA
## 756                    NA         0.0434444444                   NA
## 780                    NA         0.0403628472          0.011572661
## 991                    NA         0.0017411877         -0.002085389
## 1305                   NA        -0.2516969061                   NA
## 1373                   NA                   NA                   NA
## 1459                   NA                   NA                   NA
## 1594                   NA                   NA                   NA
## 1860                   NA                   NA                   NA
## 613                    NA         0.1260879630          0.032041667
## 1108                   NA         0.1025882937         -0.108435989
## 2279                   NA                   NA                   NA
## 2310                   NA                   NA                   NA
## 2333                   NA        -0.2992855311                   NA
## 2348                   NA         0.4520945280                   NA
## 2372                   NA                   NA                   NA
## 2526                   NA                   NA                   NA
## 2574                   NA                   NA                   NA
## 111                    NA        -0.0358384259         -0.038587500
## 1438                   NA        -0.2307961787                   NA
## 15041                  NA                   NA                   NA
## 1811                   NA                   NA                   NA
## 2092                   NA                   NA                   NA
## 2131                   NA                   NA                   NA
## 2410                   NA                   NA                   NA
## 2539                   NA                   NA                   NA
## 1111                   NA        -0.0358384259         -0.038587500
## 14381                  NA        -0.2307961787                   NA
## 15042                  NA                   NA                   NA
## 18111                  NA                   NA                   NA
## 20921                  NA                   NA                   NA
## 21311                  NA                   NA                   NA
## 24101                  NA                   NA                   NA
## 25391                  NA                   NA                   NA
## 529                    NA                   NA                   NA
## 638                    NA                   NA                   NA
## 951                    NA         0.0495083333          0.193427778
## 1505                   NA                   NA                   NA
## 1614                   NA                   NA                   NA
## 1927                   NA        -0.1025542800                   NA
## 2481                   NA        -0.2953778175                   NA
## 2590                   NA                   NA                   NA
## 467                    NA         0.1067236111         -0.031126389
##       avg_pitch_number_endurance avg_rolling_avg_velocity
## 479                     39.66667                 92.81111
## 532                     25.50000                 90.08333
## 1032                          NA                       NA
## 1042                    30.00000                 87.56667
## 1047                    36.00000                 92.20000
## 1964                    18.50000                 90.68333
## 2148                          NA                       NA
## 2154                          NA                       NA
## 2192                          NA                       NA
## 2241                          NA                       NA
## 447                     30.42857                 94.95714
## 490                           NA                       NA
## 496                     44.66667                 86.64444
## 923                     58.00000                 92.18333
## 1038                    61.50000                 91.10000
## 1960                          NA                       NA
## 1984                    18.00000                 90.76667
## 1996                          NA                       NA
## 2009                    12.00000                 92.76667
## 2051                    13.00000                 84.70000
## 2085                    38.00000                 95.73333
## 342                           NA                       NA
## 362                     46.80000                 92.84000
## 896                     29.00000                 90.63333
## 1195                    19.12500                 93.85000
## 1389                          NA                       NA
## 1393                    30.00000                 93.13333
## 1463                          NA                       NA
## 1767                    29.00000                 89.26667
## 2587                          NA                       NA
## 2607                          NA                       NA
## 137                     50.09091                 92.79394
## 258                     18.00000                 93.96667
## 377                     72.00000                 91.45000
## 1581                          NA                       NA
## 1640                    18.00000                 93.63333
## 2382                          NA                       NA
## 2503                    17.00000                 91.75000
## 2622                          NA                       NA
## 69                      14.00000                 93.28333
## 136                     29.33333                 92.51667
## 1101                    57.50000                 90.38333
## 1268                    32.00000                 90.50000
## 1279                    14.50000                 92.85000
## 1308                    20.00000                 92.81667
## 1324                          NA                       NA
## 1330                    15.00000                 95.80000
## 2104                          NA                       NA
## 2314                    30.00000                 98.33333
## 2381                    17.50000                 93.58333
## 55                      85.00000                 87.31667
## 1153                          NA                       NA
## 1439                          NA                       NA
## 1617                    24.00000                 93.03333
## 1653                          NA                       NA
## 1737                          NA                       NA
## 1926                    13.20000                 97.18667
## 2300                          NA                       NA
## 238                     37.50000                 94.36667
## 1077                    41.73333                 91.22444
## 1159                          NA                       NA
## 1253                          NA                       NA
## 1387                    12.00000                 91.85000
## 1450                    19.00000                 91.20000
## 1915                          NA                       NA
## 2483                          NA                       NA
## 612                     40.12500                 92.94167
## 1229                          NA                       NA
## 1231                          NA                       NA
## 1349                          NA                       NA
## 1553                    23.50000                 95.50000
## 1660                    16.33333                 96.15556
## 1663                          NA                       NA
## 1959                          NA                       NA
## 6121                    40.12500                 92.94167
## 12291                         NA                       NA
## 12311                         NA                       NA
## 13491                         NA                       NA
## 15531                   23.50000                 95.50000
## 16601                   16.33333                 96.15556
## 16631                         NA                       NA
## 19591                         NA                       NA
## 476                     19.00000                 95.30000
## 527                     38.58333                 93.30833
## 576                     32.00000                 93.06667
## 2047                          NA                       NA
## 2118                    17.00000                 93.83333
## 2133                    42.00000                 96.60000
## 2134                          NA                       NA
## 2139                          NA                       NA
## 2181                          NA                       NA
## 2190                    28.00000                 91.60833
## 2205                          NA                       NA
## 2206                    28.25000                 90.18333
## 758                     37.57143                 92.16190
## 820                     60.00000                 88.47778
## 1535                    15.00000                 94.02222
## 1546                     6.00000                 96.23333
## 1555                    30.00000                 96.03333
## 1618                          NA                       NA
## 1684                    17.00000                 95.04444
## 1740                          NA                       NA
## 1746                          NA                       NA
## 2515                          NA                       NA
## 2577                    21.50000                 92.76667
## 537                     35.66667                 88.22222
## 960                     54.60000                 94.42000
## 1068                    18.50000                 88.55000
## 12531                         NA                       NA
## 1301                          NA                       NA
## 1487                    22.00000                 94.00000
## 1508                    18.50000                 90.21667
## 1735                          NA                       NA
## 2294                          NA                       NA
## 805                           NA                       NA
## 1563                    23.00000                 92.21667
## 1576                          NA                       NA
## 1578                          NA                       NA
## 1588                          NA                       NA
## 1606                    16.33333                 93.68889
## 1644                          NA                       NA
## 1650                          NA                       NA
## 1655                          NA                       NA
## 1679                          NA                       NA
## 1698                          NA                       NA
## 1712                          NA                       NA
## 1722                          NA                       NA
## 1745                          NA                       NA
## 2562                    18.66667                 87.85556
## 366                     47.61538                 93.14872
## 389                           NA                       NA
## 424                           NA                       NA
## 1627                          NA                       NA
## 1668                    20.00000                 94.12667
## 2123                          NA                       NA
## 2146                          NA                       NA
## 21811                         NA                       NA
## 231                           NA                       NA
## 592                     75.00000                 88.20000
## 813                     58.00000                 88.36667
## 1088                    43.80000                 91.22000
## 1449                    21.50000                 95.91667
## 1670                    17.00000                 94.10000
## 1945                          NA                       NA
## 2306                          NA                       NA
## 2527                          NA                       NA
## 340                     22.00000                 93.36667
## 429                     45.00000                 90.96667
## 807                     41.85714                 97.91429
## 9231                    58.00000                 92.18333
## 1867                    29.00000                 98.23333
## 1956                          NA                       NA
## 2334                          NA                       NA
## 2450                          NA                       NA
## 372                     40.00000                 91.44074
## 412                     36.80000                 92.72667
## 775                     72.00000                 90.60000
## 1358                          NA                       NA
## 1448                          NA                       NA
## 1899                          NA                       NA
## 1939                          NA                       NA
## 2302                          NA                       NA
## 347                           NA                       NA
## 743                     25.50000                 96.30000
## 1374                     6.00000                 93.30000
## 1376                          NA                       NA
## 14871                   22.00000                 94.00000
## 1509                    13.00000                 94.80000
## 1874                          NA                       NA
## 2270                          NA                       NA
## 711                     54.83333                 96.00556
## 10421                   30.00000                 87.56667
## 1161                          NA                       NA
## 1235                    18.00000                 94.41667
## 1300                          NA                       NA
## 1320                     8.00000                 93.30000
## 2238                          NA                       NA
## 2569                          NA                       NA
## 395                     35.50000                 91.85000
## 1429                          NA                       NA
## 1440                          NA                       NA
## 1443                    30.00000                 90.76667
## 1474                    26.10000                 94.90667
## 1501                    23.00000                 93.23333
## 1502                          NA                       NA
## 1504                          NA                       NA
## 1516                    21.00000                 94.15000
## 1922                          NA                       NA
## 222                     19.20000                 94.22000
## 4791                    39.66667                 92.81111
## 1254                    22.00000                 93.90000
## 1343                          NA                       NA
## 1671                          NA                       NA
## 1705                          NA                       NA
## 1719                          NA                       NA
## 1830                          NA                       NA
## 1172                          NA                       NA
## 11951                   19.12500                 93.85000
## 1311                          NA                       NA
## 1313                          NA                       NA
## 1353                    14.33333                 93.61111
## 1360                          NA                       NA
## 1895                    30.50000                 95.48333
## 1983                          NA                       NA
## 2248                    23.00000                 93.36667
## 2357                          NA                       NA
## 226                     21.50000                 96.35000
## 480                     44.62500                 94.79583
## 845                     51.00000                 92.08333
## 1552                          NA                       NA
## 1609                    13.00000                 93.99333
## 1703                          NA                       NA
## 1728                    16.00000                 94.60000
## 2145                          NA                       NA
## 249                     37.27273                 90.42727
## 251                     39.00000                 91.80000
## 506                           NA                       NA
## 556                     43.00000                 89.46667
## 1208                          NA                       NA
## 1283                          NA                       NA
## 1284                    16.66667                 96.12222
## 2345                    20.00000                 84.56667
## 2565                          NA                       NA
## 317                     70.00000                 92.55000
## 335                     18.50000                 91.91667
## 663                           NA                       NA
## 1333                          NA                       NA
## 1475                          NA                       NA
## 19961                         NA                       NA
## 2113                    12.75000                 98.70000
## 2368                          NA                       NA
## 22                            NA                       NA
## 63                      31.00000                 95.10000
## 168                     44.20000                 93.85333
## 174                           NA                       NA
## 673                     18.00000                 90.21667
## 1177                          NA                       NA
## 1180                    14.00000                 96.56667
## 1260                          NA                       NA
## 1744                          NA                       NA
## 1759                    31.00000                 94.30000
## 2222                          NA                       NA
## 2362                          NA                       NA
## 2530                    17.00000                 91.65000
## 2600                          NA                       NA
## 2641                    22.00000                 90.74444
## 7581                    37.57143                 92.16190
## 1178                    24.50000                 88.31667
## 1287                    15.75000                 92.19167
## 1445                          NA                       NA
## 19561                         NA                       NA
## 2229                          NA                       NA
## 2246                          NA                       NA
## 2312                          NA                       NA
## 2412                    11.75000                 91.12917
## 173                     48.80000                 95.00000
## 315                     41.52381                 97.12381
## 376                     24.50000                 98.40000
## 1630                          NA                       NA
## 1646                          NA                       NA
## 1683                    20.50000                 95.31667
## 1891                          NA                       NA
## 1930                          NA                       NA
## 2007                          NA                       NA
## 2252                          NA                       NA
## 2471                          NA                       NA
## 2511                    26.00000                 93.25000
## 152                           NA                       NA
## 307                     16.71429                 88.08095
## 414                           NA                       NA
## 1185                    20.00000                 91.86667
## 1331                    18.00000                 94.93333
## 1351                          NA                       NA
## 1565                          NA                       NA
## 1718                          NA                       NA
## 1808                          NA                       NA
## 2013                    21.75000                 91.60833
## 2031                          NA                       NA
## 2090                          NA                       NA
## 598                     63.66667                 89.23333
## 1155                          NA                       NA
## 13581                         NA                       NA
## 1533                    19.25000                 92.25833
## 2025                    24.00000                 94.90000
## 2035                          NA                       NA
## 2307                          NA                       NA
## 2498                          NA                       NA
## 5321                    25.50000                 90.08333
## 975                     51.46667                 90.35556
## 1040                    51.40000                 89.85333
## 1214                          NA                       NA
## 1612                          NA                       NA
## 2006                          NA                       NA
## 2338                          NA                       NA
## 2504                          NA                       NA
## 2536                    27.00000                 91.86667
## 279                      9.00000                 93.16667
## 351                           NA                       NA
## 1336                    34.00000                 91.70000
## 13492                         NA                       NA
## 1356                    14.00000                 95.68333
## 1417                    24.00000                 90.63333
## 15091                   13.00000                 94.80000
## 1542                          NA                       NA
## 2055                          NA                       NA
## 2273                          NA                       NA
## 2499                    39.00000                 92.70000
## 2566                          NA                       NA
## 51                      51.40000                 90.30000
## 365                           NA                       NA
## 552                     14.50000                 92.01333
## 630                     26.33333                 92.47407
## 1493                          NA                       NA
## 1506                          NA                       NA
## 1514                          NA                       NA
## 1925                    28.00000                 94.40000
## 2349                          NA                       NA
## 2413                          NA                       NA
## 2629                          NA                       NA
## 48                       9.00000                 93.93333
## 246                           NA                       NA
## 1428                    11.00000                 98.30000
## 14872                   22.00000                 94.00000
## 1503                          NA                       NA
## 16981                         NA                       NA
## 1700                    18.00000                 86.10000
## 2169                          NA                       NA
## 2178                    19.00000                 91.80000
## 2626                     8.00000                 92.83333
## 3951                    35.50000                 91.85000
## 1270                          NA                       NA
## 1315                    34.00000                 92.83333
## 1381                          NA                       NA
## 16531                         NA                       NA
## 1661                          NA                       NA
## 2027                    13.50000                 95.65000
## 2128                    32.00000                 94.26667
## 1220                          NA                       NA
## 1369                          NA                       NA
## 1392                          NA                       NA
## 1751                    10.00000                 95.93333
## 1988                          NA                       NA
## 2153                    16.87500                 93.59167
## 2167                     7.00000                 93.20000
## 2437                    24.00000                 84.80000
## 2454                    26.00000                 90.40000
## 2578                          NA                       NA
## 1097                    52.12500                 90.20000
## 1209                          NA                       NA
## 1335                    11.33333                 93.86667
## 1975                    27.00000                 92.76667
## 2187                    18.33333                 94.00000
## 2259                          NA                       NA
## 2341                          NA                       NA
## 2453                    13.00000                 90.40000
## 2522                    15.00000                 87.80000
## 574                           NA                       NA
## 590                     19.00000                 92.75556
## 983                     51.12500                 94.80417
## 1013                    62.80000                 88.82000
## 2076                          NA                       NA
## 2158                          NA                       NA
## 2177                          NA                       NA
## 2324                    25.50000                 92.08333
## 182                           NA                       NA
## 212                     31.00000                 95.36667
## 333                     68.00000                 91.87778
## 609                     26.22222                 90.99630
## 1162                          NA                       NA
## 1286                          NA                       NA
## 1426                    15.44444                 95.60741
## 1611                          NA                       NA
## 1882                    24.50000                 91.96667
## 1958                          NA                       NA
## 2038                    19.50000                 94.95000
## 2467                          NA                       NA
## 756                           NA                       NA
## 780                     39.45000                 94.36333
## 991                           NA                       NA
## 1305                    16.50000                 95.32500
## 1373                          NA                       NA
## 1459                    20.00000                 93.26667
## 1594                          NA                       NA
## 1860                          NA                       NA
## 613                           NA                       NA
## 1108                    40.00000                 92.04444
## 2279                          NA                       NA
## 2310                          NA                       NA
## 2333                          NA                       NA
## 2348                    13.00000                 88.13333
## 2372                          NA                       NA
## 2526                          NA                       NA
## 2574                    17.50000                 92.83333
## 111                     15.00000                 85.16667
## 1438                    18.00000                 94.40000
## 15041                         NA                       NA
## 1811                          NA                       NA
## 2092                          NA                       NA
## 2131                          NA                       NA
## 2410                    19.00000                 92.56667
## 2539                          NA                       NA
## 1111                    15.00000                 85.16667
## 14381                   18.00000                 94.40000
## 15042                         NA                       NA
## 18111                         NA                       NA
## 20921                         NA                       NA
## 21311                         NA                       NA
## 24101                   19.00000                 92.56667
## 25391                         NA                       NA
## 529                     17.00000                 91.20000
## 638                           NA                       NA
## 951                           NA                       NA
## 1505                    10.00000                 95.26667
## 1614                    18.66667                 94.27778
## 1927                          NA                       NA
## 2481                    35.00000                 91.50000
## 2590                          NA                       NA
## 467                     76.33333                 92.94444
##       avg_first_pitch_velocity    X inning_role length_role matchup_role
## 479                   94.47778 2603        none        long          LHH
## 532                   91.78333  145        none        none          RHH
## 1032                        NA  112       start        <NA>         <NA>
## 1042                  89.76667  899        none       short         none
## 1047                  94.16667  830      middle        none          RHH
## 1964                  92.30000 1947        none       short         none
## 2148                        NA 2453        late       short         none
## 2154                        NA 2552      middle      medium          RHH
## 2192                        NA 2215        none      medium         none
## 2241                        NA 2334      middle       short         none
## 447                   96.83333 2449        none        long         none
## 490                         NA   32        none       short         none
## 496                   88.60000  372        none        none          RHH
## 923                   93.85000 2112        none        long         none
## 1038                  92.66667  630       start        <NA>         <NA>
## 1960                        NA 2414        late       short          LHH
## 1984                  92.40000 2309        none       short         none
## 1996                        NA 2517        late       short          LHH
## 2009                  94.50000 2560        none       short         none
## 2051                  86.60000 1944        none       short         none
## 2085                  97.26667 2448      middle        none          RHH
## 342                         NA 2000        none       short         none
## 362                   94.58667 2336        none       short         none
## 896                   92.60000 1691        none        none         none
## 1195                  95.54583  380        none       short         none
## 1389                        NA  312        none       short         none
## 1393                  95.00000  814        late      medium          LHH
## 1463                        NA  448        none       short         none
## 1767                  90.83333 1389      middle       short         none
## 2587                        NA 2190        none       short         none
## 2607                        NA 2444        none        none          RHH
## 137                   94.39091  386       start        <NA>         <NA>
## 258                   95.63333 1299        none       short         none
## 377                   93.25000 2504        none        long          LHH
## 1581                        NA 1588        late       short         none
## 1640                  95.20000 1416        none       short         none
## 2382                        NA  366        none       short         none
## 2503                  93.56667 1415        none       short          RHH
## 2622                        NA 2389        none       short         none
## 69                    94.95000   50        none       short         none
## 136                   94.28889  138        none        none         none
## 1101                  92.07500 1839       start        <NA>         <NA>
## 1268                  92.03333  284        none       short         none
## 1279                  94.55000  277        late       short         none
## 1308                  94.60000  794        none       short         none
## 1324                        NA  718        late       short          RHH
## 1330                  97.38333   86        late       short          LHH
## 2104                        NA 2481        late       short         none
## 2314                  99.96667  877        none       short          RHH
## 2381                  95.53333  148        none       short         none
## 55                    89.11667   80        none        long         none
## 1153                        NA  103        none       short          RHH
## 1439                        NA  864      middle       short          RHH
## 1617                  94.66667 1245        none       short         none
## 1653                        NA 1459        late       short          RHH
## 1737                        NA  991        none       short          RHH
## 1926                  98.88667  963        none       short         none
## 2300                        NA 2488        none       short         none
## 238                   95.96667 1076       start        <NA>         <NA>
## 1077                  92.98667 1066       start        <NA>         <NA>
## 1159                        NA  449      middle       short          RHH
## 1253                        NA  806        late       short          RHH
## 1387                  93.40000  696        none       short          RHH
## 1450                  93.46667  839      middle      medium          LHH
## 1915                        NA 1767        none       short          RHH
## 2483                        NA 1710        none       short          RHH
## 612                   94.65833 1539        none        none          RHH
## 1229                        NA  731        late        none          RHH
## 1231                        NA  565        none       short         none
## 1349                        NA   98        none       short         none
## 1553                  97.18333 1048        none       short         none
## 1660                  97.77778 1357        none       short         none
## 1663                        NA 1612        none       short         none
## 1959                        NA 2401        late       short         none
## 6121                  94.65833 1539        none        none          RHH
## 12291                       NA  731        late        none          RHH
## 12311                       NA  565        none       short         none
## 13491                       NA   98        none       short         none
## 15531                 97.18333 1048        none       short         none
## 16601                 97.77778 1357        none       short         none
## 16631                       NA 1612        none       short         none
## 19591                       NA 2401        late       short         none
## 476                   97.06667 2459        none       short         none
## 527                   95.21111  462        none       short          RHH
## 576                   94.86667  950        none        none         none
## 2047                        NA 2213        late       short          RHH
## 2118                  95.40000 1799        none       short         none
## 2133                  98.60000 2375      middle       short         none
## 2134                        NA 2191        late       short          RHH
## 2139                        NA 1895        none       short         none
## 2181                        NA 2543        late       short          LHH
## 2190                  93.55000 2186        none        long         none
## 2205                        NA 1818        late       short         none
## 2206                  91.80833 1808        none       short         none
## 758                   94.10952  114       start        <NA>         <NA>
## 820                   90.12222 1072       start        <NA>         <NA>
## 1535                  95.60000  738        none       short         none
## 1546                  98.13333 1211        late       short         none
## 1555                  97.76667 1665      middle       short         none
## 1618                        NA 1112        none       short         none
## 1684                  96.84444 1113        none       short         none
## 1740                        NA 1450        none       short         none
## 1746                        NA 1231        none       short         none
## 2515                        NA 1669        none       short         none
## 2577                  94.41667 2422        none       short         none
## 537                   90.01111  485        none        long          RHH
## 960                   96.07333 1838       start        <NA>         <NA>
## 1068                  90.16667  928       start        <NA>         <NA>
## 12531                       NA  806        late       short          RHH
## 1301                        NA   28        none        none         none
## 1487                  95.60000  590        none        none         none
## 1508                  92.25000  607        none       short         none
## 1735                        NA 1750        none       short         none
## 2294                        NA 2581        late       short          RHH
## 805                         NA 1583       start        <NA>         <NA>
## 1563                  93.96667 1096        late       short         none
## 1576                        NA 1617        late       short          RHH
## 1578                        NA 1687        none       short         none
## 1588                        NA 1579        late       short          RHH
## 1606                  95.34444 1020        none       short         none
## 1644                        NA 1019        late       short         none
## 1650                        NA 1484        none        none          RHH
## 1655                        NA 1468        late       short          RHH
## 1679                        NA 1412        none       short          RHH
## 1698                        NA 1461        none       short         none
## 1712                        NA 1572        late       short         none
## 1722                        NA 1522        none       short          RHH
## 1745                        NA 1660        none       short         none
## 2562                  89.57778 2466        none       short         none
## 366                   94.78205 2224        none        long         none
## 389                         NA 2600        none       short         none
## 424                         NA 2496        none       short         none
## 1627                        NA 1646        late      medium          RHH
## 1668                  95.86000 1277        none       short         none
## 2123                        NA 2617        late       short         none
## 2146                        NA 1862        none       short         none
## 21811                       NA 2543        late       short          LHH
## 231                         NA 1599        none       short          RHH
## 592                   89.90000 1205        none       short         none
## 813                   89.90000 1618       start        <NA>         <NA>
## 1088                  92.99333 1682        none        long          RHH
## 1449                  98.01667  152        none       short         none
## 1670                  95.63333 1091      middle       short         none
## 1945                        NA 1794        none       short         none
## 2306                        NA  828        late       short         none
## 2527                        NA 1044        none       short          RHH
## 340                   95.60000 1917        none       short         none
## 429                   93.00000 2177        none        long         none
## 807                   99.63333 1685       start        <NA>         <NA>
## 9231                  93.85000 2112        none        long         none
## 1867                  99.86667 1603        late        none         none
## 1956                        NA 2476        none        none         none
## 2334                        NA  771        late       short          LHH
## 2450                        NA 1144        none       short         none
## 372                   93.42593 2144       start        <NA>         <NA>
## 412                   94.49333 2160        none        long         none
## 775                   92.46667  846       start        <NA>         <NA>
## 1358                        NA  766        late       short          LHH
## 1448                        NA   63        none       short         none
## 1899                        NA 1779        none        long          RHH
## 1939                        NA 2573        late       short         none
## 2302                        NA  374        none       short         none
## 347                         NA 1807        none       short          RHH
## 743                   98.01667  336       start        <NA>         <NA>
## 1374                  94.86667  704        late       short         none
## 1376                        NA  778        none      medium          RHH
## 14871                 95.60000  590        none        none         none
## 1509                  96.30000  896        none       short         none
## 1874                        NA 1707        late       short          LHH
## 2270                        NA 2539        late        none         none
## 711                   97.72222  322       start        <NA>         <NA>
## 10421                 89.76667  899        none       short         none
## 1161                        NA  307        late       short         none
## 1235                  96.07500  274        none       short         none
## 1300                        NA  502        late       short          RHH
## 1320                  95.06667   39        none       short         none
## 2238                        NA 2631        none      medium          RHH
## 2569                        NA 1905        none       short          RHH
## 395                   93.40000 2128        none       short         none
## 1429                        NA  841        none       short         none
## 1440                        NA  905        none       short         none
## 1443                  92.43333  444        none       short         none
## 1474                  96.59000  249        none       short         none
## 1501                  94.80000  466        none       short         none
## 1502                        NA  547      middle       short          RHH
## 1504                        NA  432        none       short         none
## 1516                  95.76667  866        none       short         none
## 1922                        NA 1761        late       short         none
## 222                   96.02667 1089        none       short         none
## 4791                  94.47778 2603        none        long          LHH
## 1254                  95.83333  636        none       short         none
## 1343                        NA  647        late       short          LHH
## 1671                        NA 1475        none       short         none
## 1705                        NA 1308        none       short         none
## 1719                        NA 1219      middle       short         none
## 1830                        NA 1009        none       short          RHH
## 1172                        NA  853        none       short         none
## 11951                 95.54583  380        none       short         none
## 1311                        NA  364        none       short         none
## 1313                        NA  701      middle       short         none
## 1353                  95.65556   59        late       short         none
## 1360                        NA  169        late       short          RHH
## 1895                  97.50000 1437        none       short         none
## 1983                        NA 2278        late       short         none
## 2248                  95.06667 2295        none        none         none
## 2357                        NA  802      middle       short          RHH
## 226                   98.15000 1023        none       short         none
## 480                   96.67500 2207        none        long         none
## 845                   93.68333 1268       start        <NA>         <NA>
## 1552                        NA 1551        none       short         none
## 1609                  95.82667 1170        none       short         none
## 1703                        NA 1614        late       short          LHH
## 1728                  96.16667 1305        none       short         none
## 2145                        NA 2324        late       short          RHH
## 249                   92.39394  911       start        <NA>         <NA>
## 251                   93.56667 1481        none       short         none
## 506                         NA  403       start        <NA>         <NA>
## 556                   91.26667  796        none       short          RHH
## 1208                        NA   56        none       short         none
## 1283                        NA  357        late       short         none
## 1284                  97.75556  158        none       short         none
## 2345                  86.10000   96        none       short         none
## 2565                        NA 1872        none       short         none
## 317                   94.30000 1754        none        none         none
## 335                   93.60000 1875        none       short         none
## 663                         NA 2008        none        long          RHH
## 1333                        NA  401        none       short         none
## 1475                        NA  887        none       short          RHH
## 19961                       NA 2517        late       short          LHH
## 2113                 100.51667 1867        none       short         none
## 2368                        NA  494        none       short         none
## 22                          NA  854        late       short         none
## 63                    96.86667  196        none       short         none
## 168                   95.59333  488        none        long         none
## 174                         NA 1158        none       short         none
## 673                   91.85000 2312        none       short         none
## 1177                        NA  355        none       short         none
## 1180                  98.13333  173        late       short         none
## 1260                        NA  174        none       short         none
## 1744                        NA  937        none       short         none
## 1759                  96.20000 1142        none       short         none
## 2222                        NA 2259      middle       short         none
## 2362                        NA  166        none       short          LHH
## 2530                  93.50000  962        late       short         none
## 2600                        NA 1894        late       short          RHH
## 2641                  92.51111 2236        none        none         none
## 7581                  94.10952  114       start        <NA>         <NA>
## 1178                  90.00000   58        none       short         none
## 1287                  94.06667  759        none        none         none
## 1445                        NA  671        late       short          LHH
## 19561                       NA 2476        none        none         none
## 2229                        NA 2338        none        none         none
## 2246                        NA 2396        none      medium         none
## 2312                        NA  804        none       short         none
## 2412                  92.93750  304        none       short         none
## 173                   96.67333  141        none        long         none
## 315                   98.80317 1274       start        <NA>         <NA>
## 376                   99.95000 2370        none       short         none
## 1630                        NA 1771        late       short          RHH
## 1646                        NA 1634        none       short          RHH
## 1683                  97.08333 1035        late       short         none
## 1891                        NA 1181        none       short         none
## 1930                        NA 2615      middle       short          RHH
## 2007                        NA 1979        none       short         none
## 2252                        NA 2550        late       short         none
## 2471                        NA  945        none       short         none
## 2511                  94.83333 1652        none       short         none
## 152                         NA  477        none       short         none
## 307                   89.88095 1443        none       short         none
## 414                         NA 2038        none       short         none
## 1185                  93.50000  153        late       short         none
## 1331                  96.53333  235        late       short         none
## 1351                        NA  788        late       short          RHH
## 1565                        NA 1537        late       short          LHH
## 1718                        NA 1677        late       short         none
## 1808                        NA 1619        late       short         none
## 2013                  93.21667 1971        none       short         none
## 2031                        NA 2239        late       short          RHH
## 2090                        NA 1890        none       short          RHH
## 598                   90.78889 1399        none        long          RHH
## 1155                        NA  256        none       short          RHH
## 13581                       NA  766        late       short          LHH
## 1533                  93.85000  717      middle       short         none
## 2025                  96.46667 1887        none       short         none
## 2035                        NA 2029        late       short         none
## 2307                        NA  108        none       short         none
## 2498                        NA 1289        none        long          RHH
## 5321                  91.78333  145        none        none          RHH
## 975                   92.01556 2271       start        <NA>         <NA>
## 1040                  91.55333  800        none        none          RHH
## 1214                        NA  433        none       short         none
## 1612                        NA 1559        late       short         none
## 2006                        NA 2531        late       short         none
## 2338                        NA  686        none       short         none
## 2504                        NA 1444        none       short         none
## 2536                  93.36667 1720      middle        long          LHH
## 279                   94.73333 1129      middle       short         none
## 351                         NA 2019        none       short         none
## 1336                  93.76667  427      middle        none         none
## 13492                       NA   98        none       short         none
## 1356                  97.33333  104        none       short         none
## 1417                  92.23333  805        none        none         none
## 15091                 96.30000  896        none       short         none
## 1542                        NA 1215        late       short         none
## 2055                        NA 1804        late       short         none
## 2273                        NA 2407        late       short          RHH
## 2499                  94.40000 1047        none       short         none
## 2566                        NA 1988        none       short         none
## 51                    92.69333  410        none        none         none
## 365                         NA 2210        none        long         none
## 552                   94.11333  544        none       short         none
## 630                   94.28889 1913        none       short          RHH
## 1493                        NA  904        none       short         none
## 1506                        NA  172        late       short         none
## 1514                        NA  710        late       short         none
## 1925                  95.93333 1147      middle       short          RHH
## 2349                        NA  515        none       short         none
## 2413                        NA  908        late       short         none
## 2629                        NA 2410        none       short         none
## 48                    95.70000  436        none       short         none
## 246                         NA 1176        none       short         none
## 1428                 100.60000  851        none       short          LHH
## 14872                 95.60000  590        none        none         none
## 1503                        NA  760        none       short         none
## 16981                       NA 1461        none       short         none
## 1700                  87.96667 1237        none       short         none
## 2169                        NA 2530        late       short         none
## 2178                  93.40000 1795        none       short         none
## 2626                  94.50000 2506      middle       short         none
## 3951                  93.40000 2128        none       short         none
## 1270                        NA  622        none        none         none
## 1315                  94.46667  176      middle       short          LHH
## 1381                        NA  858        late       short          LHH
## 16531                       NA 1459        late       short          RHH
## 1661                        NA 1229        none       short         none
## 2027                  97.21667 2092        late       short         none
## 2128                  95.76667 2400        none       short         none
## 1220                        NA  833      middle       short         none
## 1369                        NA  810        late       short          RHH
## 1392                        NA  517        none       short         none
## 1751                  97.56667 1028        none       short         none
## 1988                        NA 2535        none       short         none
## 2153                  95.37917 1912      middle       short          RHH
## 2167                  95.26667 2314        none        none         none
## 2437                  86.33333 1611        none        none          RHH
## 2454                  91.90000 1004        none       short         none
## 2578                        NA 2032        none       short          RHH
## 1097                  91.81667 2163       start        <NA>         <NA>
## 1209                        NA  308      middle       short          RHH
## 1335                  95.56667  661        none       short         none
## 1975                  94.40000 2404        none       short         none
## 2187                  95.73333 1892      middle       short         none
## 2259                        NA 2526        none       short          RHH
## 2341                        NA  856      middle       short          LHH
## 2453                  92.10000 1446        none       short         none
## 2522                  89.40000 1513        none       short         none
## 574                         NA 1462        none        long          RHH
## 590                   94.34444 1087        none        none          RHH
## 983                   96.45833 2152       start        <NA>         <NA>
## 1013                  90.52667  330       start        <NA>         <NA>
## 2076                        NA 2216        late       short         none
## 2158                        NA 2577        late       short          LHH
## 2177                        NA 2209      middle       short         none
## 2324                  93.95000  165        none       short         none
## 182                         NA 1108        none       short         none
## 212                   96.93333 1283        none       short         none
## 333                   93.52222 2341       start        <NA>         <NA>
## 609                   92.70370  966       start        <NA>         <NA>
## 1162                        NA   83        none       short         none
## 1286                        NA  253        none       short         none
## 1426                  97.60741  285        none       short         none
## 1611                        NA 1550      middle       short         none
## 1882                  93.56667 1575        none       short         none
## 1958                        NA 1974        none       short         none
## 2038                  96.58333 1876        late       short         none
## 2467                        NA 1175        none       short         none
## 756                         NA  875        none        long         none
## 780                   96.02833  592       start        <NA>         <NA>
## 991                         NA 2065       start        <NA>         <NA>
## 1305                  97.14167   62        none       short         none
## 1373                        NA  508        late       short         none
## 1459                  94.86667  171        none       short         none
## 1594                        NA 1557        late       short          RHH
## 1860                        NA 1595        late       short         none
## 613                         NA 1650        none        long          RHH
## 1108                  94.08889 1852       start        <NA>         <NA>
## 2279                        NA 2333        late       short         none
## 2310                        NA  525      middle       short          RHH
## 2333                        NA  202        none       short          RHH
## 2348                  89.63333  581        none       short         none
## 2372                        NA  367      middle       short         none
## 2526                        NA 1725      middle       short          RHH
## 2574                  94.90000 2323        none       short         none
## 111                   87.26667  677        none        long         none
## 1438                  96.16667  599        none       short         none
## 15041                       NA  432        none       short         none
## 1811                        NA 1293        late       short         none
## 2092                        NA 2571        none       short         none
## 2131                        NA 2575        none       short         none
## 2410                  94.13333  907        none       short         none
## 2539                        NA 1985        none       short          RHH
## 1111                  87.26667  677        none        long         none
## 14381                 96.16667  599        none       short         none
## 15042                       NA  432        none       short         none
## 18111                       NA 1293        late       short         none
## 20921                       NA 2571        none       short         none
## 21311                       NA 2575        none       short         none
## 24101                 94.13333  907        none       short         none
## 25391                       NA 1985        none       short          RHH
## 529                   92.70000  526        none       short          RHH
## 638                         NA 2464        none       short         none
## 951                         NA 2060       start        <NA>         <NA>
## 1505                  97.13333  862        none       short         none
## 1614                  95.86667 1243        none       short         none
## 1927                        NA 1801        none       short         none
## 2481                  93.03333 1592      middle       short         none
## 2590                        NA 1884        none       short         none
## 467                   94.50000 2580        none        long          LHH
##       leverage_role in_cluster
## 479             low          0
## 532             low          0
## 1032           <NA>          0
## 1042            low          0
## 1047            low          0
## 1964           high          0
## 2148            low          0
## 2154            low          0
## 2192            low          0
## 2241            low          0
## 447             low          0
## 490             low          0
## 496             low          0
## 923             low          0
## 1038           <NA>          0
## 1960            low          0
## 1984            low          0
## 1996            low          0
## 2009            low          0
## 2051            low          0
## 2085            low          0
## 342             low          0
## 362             low          0
## 896             low          0
## 1195            low          0
## 1389           none          0
## 1393            low          0
## 1463            low          0
## 1767            low          0
## 2587            low          0
## 2607            low          0
## 137            <NA>          0
## 258            none          0
## 377             low          0
## 1581            low          0
## 1640           none          0
## 2382           none          0
## 2503           high          0
## 2622           high          0
## 69             none          0
## 136             low          0
## 1101           <NA>          0
## 1268           high          0
## 1279           high          0
## 1308           high          0
## 1324            low          0
## 1330           high          0
## 2104            low          0
## 2314            low          0
## 2381           high          0
## 55              low          0
## 1153           none          0
## 1439           high          0
## 1617           none          0
## 1653            low          0
## 1737           high          0
## 1926           high          0
## 2300            low          0
## 238            <NA>          0
## 1077           <NA>          0
## 1159            low          0
## 1253            low          0
## 1387            low          0
## 1450            low          0
## 1915            low          0
## 2483            low          0
## 612             low          0
## 1229            low          0
## 1231            low          0
## 1349            low          0
## 1553           high          0
## 1660            low          0
## 1663           high          0
## 1959            low          0
## 6121            low          0
## 12291           low          0
## 12311           low          0
## 13491           low          0
## 15531          high          0
## 16601           low          0
## 16631          high          0
## 19591           low          0
## 476            high          0
## 527             low          0
## 576            none          0
## 2047            low          0
## 2118           high          0
## 2133           high          0
## 2134            low          0
## 2139           high          0
## 2181            low          0
## 2190            low          0
## 2205           high          0
## 2206            low          0
## 758            <NA>          0
## 820            <NA>          0
## 1535           none          0
## 1546           high          0
## 1555           high          0
## 1618           none          0
## 1684           high          0
## 1740            low          0
## 1746            low          0
## 2515            low          0
## 2577           none          0
## 537             low          0
## 960            <NA>          0
## 1068           <NA>          0
## 12531           low          0
## 1301            low          0
## 1487            low          0
## 1508            low          0
## 1735            low          0
## 2294            low          0
## 805            <NA>          0
## 1563           high          0
## 1576            low          0
## 1578            low          0
## 1588            low          0
## 1606           high          0
## 1644            low          0
## 1650           none          0
## 1655            low          0
## 1679            low          0
## 1698           high          0
## 1712            low          0
## 1722           none          0
## 1745           none          0
## 2562            low          0
## 366             low          0
## 389             low          0
## 424            none          0
## 1627            low          0
## 1668           high          0
## 2123            low          0
## 2146           high          0
## 21811           low          0
## 231            none          0
## 592            none          0
## 813            <NA>          0
## 1088            low          0
## 1449           none          0
## 1670            low          0
## 1945            low          0
## 2306            low          0
## 2527           none          0
## 340            none          0
## 429             low          0
## 807            <NA>          0
## 9231            low          0
## 1867            low          0
## 1956            low          0
## 2334            low          0
## 2450            low          0
## 372            <NA>          0
## 412             low          0
## 775            <NA>          0
## 1358            low          0
## 1448            low          0
## 1899            low          0
## 1939            low          0
## 2302            low          0
## 347            none          0
## 743            <NA>          0
## 1374            low          0
## 1376            low          0
## 14871           low          0
## 1509            low          0
## 1874            low          0
## 2270            low          0
## 711            <NA>          0
## 10421           low          0
## 1161           high          0
## 1235           high          0
## 1300            low          0
## 1320            low          0
## 2238            low          0
## 2569           high          0
## 395            none          0
## 1429           none          0
## 1440            low          0
## 1443           none          0
## 1474            low          0
## 1501           none          0
## 1502           none          0
## 1504            low          0
## 1516           none          0
## 1922            low          0
## 222            high          0
## 4791            low          0
## 1254           high          0
## 1343            low          0
## 1671           none          0
## 1705           none          0
## 1719           none          0
## 1830            low          0
## 1172           none          0
## 11951           low          0
## 1311            low          0
## 1313           high          0
## 1353           high          0
## 1360           high          0
## 1895            low          0
## 1983            low          0
## 2248            low          0
## 2357            low          0
## 226             low          0
## 480            none          0
## 845            <NA>          0
## 1552            low          0
## 1609           high          0
## 1703            low          0
## 1728            low          0
## 2145            low          0
## 249            <NA>          0
## 251            none          0
## 506            <NA>          0
## 556             low          0
## 1208           none          0
## 1283           high          0
## 1284           none          0
## 2345            low          0
## 2565            low          0
## 317            none          0
## 335            none          0
## 663            none          0
## 1333            low          0
## 1475           high          0
## 19961           low          0
## 2113           high          0
## 2368            low          0
## 22             none          0
## 63             high          0
## 168             low          0
## 174            high          0
## 673            none          0
## 1177           high          0
## 1180           high          0
## 1260           high          0
## 1744           none          0
## 1759           none          0
## 2222           high          0
## 2362            low          0
## 2530            low          0
## 2600           high          0
## 2641            low          0
## 7581           <NA>          0
## 1178           high          0
## 1287            low          0
## 1445            low          0
## 19561           low          0
## 2229            low          0
## 2246            low          0
## 2312            low          0
## 2412            low          0
## 173            none          0
## 315            <NA>          0
## 376             low          0
## 1630            low          0
## 1646            low          0
## 1683           high          0
## 1891            low          0
## 1930           none          0
## 2007           high          0
## 2252            low          0
## 2471            low          0
## 2511            low          0
## 152            none          0
## 307             low          0
## 414            high          0
## 1185           high          0
## 1331           high          0
## 1351            low          0
## 1565            low          0
## 1718           high          0
## 1808            low          0
## 2013           none          0
## 2031            low          0
## 2090           high          0
## 598             low          0
## 1155           high          0
## 13581           low          0
## 1533           none          0
## 2025           none          0
## 2035           high          0
## 2307           high          0
## 2498            low          0
## 5321            low          0
## 975            <NA>          0
## 1040            low          0
## 1214            low          0
## 1612            low          0
## 2006            low          0
## 2338           high          0
## 2504            low          0
## 2536            low          0
## 279            none          0
## 351            none          0
## 1336            low          0
## 13492           low          0
## 1356           high          0
## 1417            low          0
## 15091           low          0
## 1542           high          0
## 2055           high          0
## 2273            low          0
## 2499            low          0
## 2566            low          0
## 51             none          0
## 365             low          0
## 552            none          0
## 630            none          0
## 1493            low          0
## 1506           high          0
## 1514            low          0
## 1925            low          0
## 2349            low          0
## 2413            low          0
## 2629            low          0
## 48             none          0
## 246            high          0
## 1428            low          0
## 14872           low          0
## 1503           high          0
## 16981          high          0
## 1700           high          0
## 2169            low          0
## 2178            low          0
## 2626           none          0
## 3951           none          0
## 1270            low          0
## 1315           none          0
## 1381            low          0
## 16531           low          0
## 1661            low          0
## 2027           high          0
## 2128           none          0
## 1220           high          0
## 1369            low          0
## 1392            low          0
## 1751           high          0
## 1988            low          0
## 2153           high          0
## 2167            low          0
## 2437            low          0
## 2454            low          0
## 2578           high          0
## 1097           <NA>          0
## 1209           high          0
## 1335            low          0
## 1975            low          0
## 2187           high          0
## 2259            low          0
## 2341           high          0
## 2453           high          0
## 2522           none          0
## 574             low          0
## 590             low          0
## 983            <NA>          0
## 1013           <NA>          0
## 2076            low          0
## 2158            low          0
## 2177            low          0
## 2324            low          0
## 182            none          0
## 212            high          0
## 333            <NA>          0
## 609            <NA>          0
## 1162           high          0
## 1286           high          0
## 1426           none          0
## 1611            low          0
## 1882           none          0
## 1958           high          0
## 2038           high          0
## 2467           high          0
## 756             low          0
## 780            <NA>          0
## 991            <NA>          0
## 1305            low          0
## 1373            low          0
## 1459            low          0
## 1594            low          0
## 1860            low          0
## 613            none          0
## 1108           <NA>          0
## 2279            low          0
## 2310            low          0
## 2333           none          0
## 2348            low          0
## 2372           none          0
## 2526           high          0
## 2574            low          0
## 111             low          0
## 1438            low          0
## 15041           low          0
## 1811            low          0
## 2092            low          0
## 2131            low          0
## 2410            low          0
## 2539           high          0
## 1111            low          0
## 14381           low          0
## 15042           low          0
## 18111           low          0
## 20921           low          0
## 21311           low          0
## 24101           low          0
## 25391          high          0
## 529            high          0
## 638            high          0
## 951            <NA>          0
## 1505            low          0
## 1614            low          0
## 1927            low          0
## 2481            low          0
## 2590           high          0
## 467             low          0
##  [ reached 'max' / getOption("max.print") -- omitted 2466 rows ]
g_1<- ggplot(graph_cluster_1,
              aes(x = K_pct,
                  fill = factor(in_cluster))) + 
  geom_density(alpha = 0.7) 
g_1

graph_cluster_2 <- clusters_of_interest %>%
mutate(in_cluster = if_else(list_object == 20 & cluster == 158, 1,0))
graph_cluster_2
##       list_object cluster     role                  name pitcher throws    IP
## 479             1       1 Leverage         Carson Spiers  686730      R  13.0
## 532             1       1 Leverage          Wes Benjamin  605138      L  22.2
## 1032            1       1 Leverage           Sean Manaea  640455      L 179.1
## 1042            1       1 Leverage      Reiver Sanmartin  665665      L  11.2
## 1047            1       1 Leverage             Jake Latz  656641      L   4.2
## 1964            1       1 Leverage           Ryan Tepera  572193      R  10.2
## 2148            1       1 Leverage            Josh Rojas  668942      R   2.0
## 2154            1       1 Leverage            Rene Pinto  650907      R   1.0
## 2192            1       1 Leverage         Braden Bristo  668754      R   7.0
## 2241            1       1 Leverage             Juan Then  672730      R  11.0
## 447             1      17 Leverage           Keaton Winn  676775      R  42.1
## 490             1      17 Leverage           David Price  456034      L  73.2
## 496             1      17 Leverage          Wade LeBlanc  453281      L  48.3
## 923             1      17 Leverage       Vince Velasquez  592826      R  37.1
## 1038            1      17 Leverage        Framber Valdez  664285      L 134.2
## 1960            1      17 Leverage          Chris Owings  572008      R   1.0
## 1984            1      17 Leverage        Spencer Patton  607359      R  12.1
## 1996            1      17 Leverage       Ildemaro Vargas  545121      R   2.0
## 2009            1      17 Leverage         Joey Krehbiel  607216      R   5.0
## 2051            1      17 Leverage           Adam Cimber  643256      R  20.2
## 2085            1      17 Leverage          Reed Garrett  657585      R  19.2
## 342             1      20 Leverage            Luis Cessa  570666      R  26.0
## 362             1      20 Leverage          Zack Littell  641793      R  89.3
## 896             1      20 Leverage         Xzavion Curry  675540      R   9.1
## 1195            1      20 Leverage     Hunter Strickland  519326      R  58.2
## 1389            1      20 Leverage            Yoan Lopez  661255      R  12.1
## 1393            1      20 Leverage         David Paulino  600944      R   2.0
## 1463            1      20 Leverage          Kodi Whitley  676831      R  25.1
## 1767            1      20 Leverage          Cody Stashak  664054      R  16.1
## 2587            1      20 Leverage           Danny Young  664849      L   8.1
## 2607            1      20 Leverage           Anthony Kay  641743      L  14.2
## 137             1      86   Length       Griffin Canning  656288      R  62.2
## 258             1      86   Length         Jimmy Lambert  669424      R  46.3
## 377             1      86   Length         Brett Kennedy  664028      R  18.0
## 1581            1      86   Length Christian Bethancourt  542194      R   4.0
## 1640            1      86   Length            Lucas Sims  608371      R   6.2
## 2382            1      86   Length          Brett Martin  656685      L  62.1
## 2503            1      86   Length           Colin Poche  621363      L  58.2
## 2622            1      86   Length           Josh Walker  677020      L  10.0
## 69              1     102   Length           Mike Mayers  594577      R  74.3
## 136             1     102   Length        Brandon Bielak  656232      R  49.3
## 1101            1     102   Length        Patrick Corbin  571578      L 180.0
## 1268            1     102   Length        Archie Bradley  605151      R  51.0
## 1279            1     102   Length           Dylan Floro  571670      R  64.0
## 1308            1     102   Length            Rowan Wick  592858      R  23.0
## 1324            1     102   Length          Andrew Knapp  595284      R   0.1
## 1330            1     102   Length            Alex Reyes  621052      R  72.1
## 2104            1     102   Length           Josh Lester  623507      R   1.0
## 2314            1     102   Length          Anthony Gose  543238      L   6.2
## 2381            1     102   Length           Josh Taylor  657031      L  47.2
## 55              1     136   Length            Alec Mills  621219      R 118.3
## 1153            1     136   Length             Joe Smith  501925      R  39.2
## 1439            1     136   Length     Brandyn Sittinger  670087      R   4.2
## 1617            1     136   Length             Seth Lugo  607625      R  65.0
## 1653            1     136   Length         Matt Reynolds  608703      R   1.1
## 1737            1     136   Length       Domingo Acevedo  642758      R  67.2
## 1926            1     136   Length         Robert Suarez  663158      R  47.2
## 2300            1     136   Length        Victor Mederos  682989      R   3.0
## 238             1     186 Leverage          Mitch Keller  656605      R 159.0
## 1077            1     186 Leverage         Justin Steele  657006      L 119.0
## 1159            1     186 Leverage           Pedro Strop  467008      R   2.0
## 1253            1     186 Leverage          Kevin Pillar  607680      R   0.1
## 1387            1     186 Leverage       Domingo Acevedo  642758      R  11.0
## 1450            1     186 Leverage        Raynel Espinal  642659      R   2.0
## 1915            1     186 Leverage          Frank German  681464      R   4.0
## 2483            1     186 Leverage         Jose Castillo  620454      L   1.0
## 612             1     215   Length    Matthew Liberatore  669461      L  34.2
## 1229            1     215   Length       Ronald Torreyes  591720      R   2.2
## 1231            1     215   Length             A.J. Cole  595918      R   8.0
## 1349            1     215   Length       Phillips Valdez  570488      R  40.0
## 1553            1     215   Length          Ryan Brasier  518489      R  62.1
## 1660            1     215   Length          Yunior Marte  628708      R  48.0
## 1663            1     215   Length          Jose Leclerc  600917      R  47.2
## 1959            1     215   Length Christian Bethancourt  542194      R   0.1
## 6121            1     215 Leverage    Matthew Liberatore  669461      L  34.2
## 12291           1     215 Leverage       Ronald Torreyes  591720      R   2.2
## 12311           1     215 Leverage             A.J. Cole  595918      R   8.0
## 13491           1     215 Leverage       Phillips Valdez  570488      R  40.0
## 15531           1     215 Leverage          Ryan Brasier  518489      R  62.1
## 16601           1     215 Leverage          Yunior Marte  628708      R  48.0
## 16631           1     215 Leverage          Jose Leclerc  600917      R  47.2
## 19591           1     215 Leverage Christian Bethancourt  542194      R   0.1
## 476             1     218   Length     Carmen Mlodzinski  669387      R  35.3
## 527             1     218   Length           Sam Hentges  656529      L  68.2
## 576             1     218   Length          Sean Newcomb  656794      L  27.2
## 2047            1     218   Length         Brandon Dixon  641525      R   1.0
## 2118            1     218   Length   Enyel De Los Santos  660853      R  65.2
## 2133            1     218   Length           Lucas Erceg  668674      R  55.0
## 2134            1     218   Length        Zach McKinstry  656716      R   1.0
## 2139            1     218   Length          Zach Jackson  667427      R  18.0
## 2181            1     218   Length     Daysbel Hernandez  678226      R   3.2
## 2190            1     218   Length         Peter Solomon  656981      R  13.1
## 2205            1     218   Length        Emmanuel Clase  661403      R  72.2
## 2206            1     218   Length         Seth Martinez  661527      R  43.0
## 758             2      43   Length         Shohei Ohtani  660271      R 130.1
## 820             2      43   Length           Zach Davies  605200      R 134.1
## 1535            2      43   Length            Nick Mears  683232      R  23.1
## 1546            2      43   Length         Liam Hendriks  521230      R  57.2
## 1555            2      43   Length      Huascar Brazoban  623211      R  32.0
## 1618            2      43   Length         Blake Treinen  595014      R   5.0
## 1684            2      43   Length          Corey Knebel  608349      R  44.2
## 1740            2      43   Length            Yoan Lopez  661255      R  11.0
## 1746            2      43   Length         Daniel Duarte  650960      R   2.2
## 2515            2      43   Length          Jake Fishman  670288      L  11.0
## 2577            2      43   Length         Angel Perdomo  622780      L  29.0
## 537             2      50 Leverage        Daniel Castano  641447      L  20.1
## 960             2      50 Leverage           Dylan Cease  656302      R 177.0
## 1068            2      50 Leverage          Hyun Jin Ryu  547943      L  27.0
## 12531           2      50 Leverage          Kevin Pillar  607680      R   0.1
## 1301            2      50 Leverage           Chris Mazza  607391      R  27.1
## 1487            2      50 Leverage        Jeremy Beasley  676886      R   9.1
## 1508            2      50 Leverage        Demarcus Evans  663770      R  26.1
## 1735            2      50 Leverage         Luis F. Ortiz  656814      R   8.2
## 2294            2      50 Leverage         John McMillon  669111      R   4.0
## 805             2     115   Length     Stephen Strasburg  544931      R   4.2
## 1563            2     115   Length           Ian Kennedy  453178      R  50.1
## 1576            2     115   Length        Ehire Adrianza  501303      R   1.0
## 1578            2     115   Length           Kirby Yates  489446      R   7.0
## 1588            2     115   Length        Randal Grichuk  545341      R   1.0
## 1606            2     115   Length            Jason Adam  592094      R  63.1
## 1644            2     115   Length          Carson Kelly  608348      R   4.2
## 1650            2     115   Length      Kyle Barraclough  607457      R   9.0
## 1655            2     115   Length        Kevin Plawecki  608700      R   1.0
## 1679            2     115   Length         Reyes Moronta  606625      R  37.2
## 1698            2     115   Length      Keynan Middleton  641871      R  17.0
## 1712            2     115   Length    Willians Astudillo  553902      R   2.0
## 1722            2     115   Length             Jake Reed  596082      R  16.2
## 1745            2     115   Length    Jonathan Hernandez  642546      R  30.1
## 2562            2     115   Length         Daniel Norris  596057      L  12.2
## 366             2     146   Length           Luke Weaver  596133      R 123.2
## 389             2     146   Length           Miguel Diaz  622766      R  14.0
## 424             2     146   Length        James McArthur  663704      R  23.1
## 1627            2     146   Length    Jackie Bradley Jr.  598265      R   1.0
## 1668            2     146   Length            Rowan Wick  592858      R  64.0
## 2123            2     146   Length           Seby Zavala  664874      R   0.2
## 2146            2     146   Length          Jordan Hicks  663855      R  65.2
## 21811           2     146   Length     Daysbel Hernandez  678226      R   3.2
## 231             3      81   Length        Daniel Mengden  596043      R   6.3
## 592             3      81   Length      Reiver Sanmartin  665665      L  56.3
## 813             3      81   Length        Jerad Eickhoff  595191      R   4.1
## 1088            3      81   Length           Cole Ragans  666142      L  40.0
## 1449            3      81   Length          Jorge Alcala  660896      R  59.2
## 1670            3      81   Length        Andres Machado  600921      R  59.1
## 1945            3      81   Length           Luis Garcia  472610      R  59.2
## 2306            3      81   Length        Mitch Moreland  519048      L   1.0
## 2527            3      81   Length             John King  667463      L  51.1
## 340             4      37 Leverage        Michael Fulmer  605242      R  57.0
## 429             4      37 Leverage          Javier Assad  665871      R 108.4
## 807             4      37 Leverage          Jacob deGrom  594798      R  64.1
## 9231            4      37 Leverage       Vince Velasquez  592826      R  37.1
## 1867            4      37 Leverage        Aneurys Zabala  656008      R   2.2
## 1956            4      37 Leverage          Paolo Espino  502179      R   4.0
## 2334            4      37 Leverage            Adam Eaton  594809      L   1.0
## 2450            4      37 Leverage       Joely Rodriguez  570257      L  50.1
## 372             4      55 Leverage         Jack Flaherty  656427      R 144.1
## 412             4      55 Leverage            Adam Oller  670124      R  19.2
## 775             4      55 Leverage          Ryan Feltner  663372      R   6.1
## 1358            4      55 Leverage         Akeem Bostick  641384      R   1.0
## 1448            4      55 Leverage          Bryan Garcia  650530      R  39.1
## 1899            4      55 Leverage          Easton McGee  668834      R   3.0
## 1939            4      55 Leverage       Eduardo Escobar  500871      R   3.2
## 2302            4      55 Leverage          Oliver Perez  424144      L   3.2
## 347             4      79 Leverage           JT Chargois  608638      R  42.1
## 743             4      79 Leverage       Sandy Alcantara  645261      R 205.2
## 1374            4      79 Leverage          Roel Ramirez  641995      R   0.1
## 1376            4      79 Leverage         Dusten Knight  643400      R   8.2
## 14871           4      79 Leverage        Jeremy Beasley  676886      R   9.1
## 1509            4      79 Leverage          Dauri Moreta  664294      R   3.2
## 1874            4      79 Leverage           Alejo Lopez  664670      R   2.2
## 2270            4      79 Leverage           Devin Sweet  682967      R   8.2
## 711             4      83   Length           Gerrit Cole  543037      R 181.1
## 10421           4      83   Length      Reiver Sanmartin  665665      L  11.2
## 1161            4      83   Length         Mark Melancon  453343      R  64.2
## 1235            4      83   Length          Luke Jackson  592426      R  63.2
## 1300            4      83   Length      Daniel Robertson  621002      R   1.0
## 1320            4      83   Length           Buck Farmer  571656      R  35.1
## 2238            4      83   Length        Brenan Hanifee  669724      R   5.0
## 2569            4      83   Length          Aaron Bummer  607481      L  58.1
## 395             4     145   Length       Trevor Richards  670950      R  72.2
## 1429            4     145   Length         Scott Effross  664123      R  14.2
## 1440            4     145   Length  Seranthony Dominguez  622554      R   1.0
## 1443            4     145   Length       Trevor Richards  670950      R  64.1
## 1474            4     145   Length        Trevor Stephan  663986      R  63.1
## 1501            4     145   Length        J.B. Bukauskas  656266      R  17.1
## 1502            4     145   Length          Nick Sandlin  680704      R  33.2
## 1504            4     145   Length        Eduard Bazardo  660825      R   3.0
## 1516            4     145   Length         Kervin Castro  665645      R  13.1
## 1922            4     145   Length           Cole Waites  686972      R   5.2
## 222             5       1   Length        Reynaldo Lopez  625643      R  65.1
## 4791            5       1   Length         Carson Spiers  686730      R  13.0
## 1254            5       1   Length             Seth Lugo  607625      R  46.1
## 1343            5       1   Length         Jack Mayfield  608686      R   0.1
## 1671            5       1   Length          Luis Perdomo  606131      R  23.2
## 1705            5       1   Length         Hunter Harvey  640451      R  39.1
## 1719            5       1   Length          Victor Arano  644364      R  42.0
## 1830            5       1   Length           Jhon Romero  664584      R   5.0
## 1172            5       3   Length          Ryan Brasier  518489      R  12.0
## 11951           5       3   Length     Hunter Strickland  519326      R  58.2
## 1311            5       3   Length         Dillon Maples  596027      R  31.1
## 1313            5       3   Length        Andres Machado  600921      R  35.2
## 1353            5       3   Length        Devin Williams  642207      R  54.0
## 1360            5       3   Length       Stefan Crichton  592233      R  23.1
## 1895            5       3   Length            Luis Frias  666818      R  17.0
## 1983            5       3   Length         Jace Peterson  607054      R   2.0
## 2248            5       3   Length           Cody Bolton  675989      R  21.1
## 2357            5       3   Length           Adam Conley  543045      L  19.2
## 226             5       4   Length   Julian Merryweather  657240      R  26.2
## 480             5       4   Length         Louie Varland  686973      R  68.0
## 845             5       4   Length           JT Brubaker  664141      R 144.0
## 1552            5       4   Length       Arodys Vizcaino  527055      R   5.2
## 1609            5       4   Length           Yimi Garcia  554340      R  61.0
## 1703            5       4   Length         Jack Mayfield  608686      R   1.0
## 1728            5       4   Length         James Norwood  656803      R  17.1
## 2145            5       4   Length      Guillermo Zuniga  670871      R   2.0
## 249             5      12   Length        Freddy Peralta  642547      R  77.3
## 251             5      12   Length           Tommy Nance  667297      R  43.2
## 506             5      12   Length            Drew Smyly  592767      L 126.2
## 556             5      12   Length        Packy Naughton  676050      L  22.2
## 1208            5      12   Length           Sergio Romo  489265      R  61.2
## 1283            5      12   Length     Richard Rodriguez  593144      R  64.1
## 1284            5      12   Length     Robert Stephenson  596112      R  46.0
## 2345            5      12   Length          Alex Claudio  592222      L  32.2
## 2565            5      12   Length          Amir Garrett  607237      L  24.1
## 317             5      25   Length       Hayden Wesneski  669713      R  32.3
## 335             5      25   Length          John Brebbia  605154      R  37.4
## 663             5      25   Length          Josh Fleming  676596      L  51.2
## 1333            5      25   Length          Kyle McGowin  641851      R  30.0
## 1475            5      25   Length           Jhon Romero  664584      R   4.0
## 19961           5      25   Length       Ildemaro Vargas  545121      R   2.0
## 2113            5      25   Length          Ryan Helsley  664854      R  36.2
## 2368            5      25   Length          Kent Emanuel  592288      L  17.2
## 22              5      34   Length       David Robertson  502085      R  12.0
## 63              5      34   Length          Corey Knebel  608349      R  25.2
## 168             5      34   Length           Luis Patino  672715      R  77.1
## 174             5      34   Length             Matt Bush  456713      R  59.2
## 673             5      34   Length            Austin Cox  680735      L  35.2
## 1177            5      34   Length          Jose Cisnero  542585      R  61.2
## 1180            5      34   Length         Craig Kimbrel  518886      R  59.2
## 1260            5      34   Length        Chris Devenski  606965      R   7.1
## 1744            5      34   Length           Javy Guerra  642770      R  18.0
## 1759            5      34   Length            Drew Smith  622098      R  46.0
## 2222            5      34   Length         Elvis Peguero  665625      R  61.1
## 2362            5      34   Length            Tyler Webb  643778      L  16.1
## 2530            5      34   Length           Damon Jones  676103      L   4.2
## 2600            5      34   Length          Gregory Soto  642397      L  60.1
## 2641            5      34   Length        Brent Headrick  687396      L  25.2
## 7581            5      89 Leverage         Shohei Ohtani  660271      R 130.1
## 1178            5      89 Leverage          Steve Cishek  518553      R  68.1
## 1287            5      89 Leverage         Jharel Cotton  605194      R  30.2
## 1445            5      89 Leverage           Jake Rogers  668670      R   1.0
## 19561           5      89 Leverage          Paolo Espino  502179      R   4.0
## 2229            5      89 Leverage          Max Castillo  666721      R  20.1
## 2246            5      89 Leverage       Eduardo Salazar  674285      R  12.1
## 2312            5      89 Leverage         Fernando Abad  472551      L  17.2
## 2412            5      89 Leverage            Ben Bowden  641386      L  35.2
## 173             5      90   Length        Drew Rasmussen  656876      R  76.0
## 315             5      90   Length       Spencer Strider  675911      R 131.2
## 376             5      90   Length         Trevor Megill  656730      R  34.2
## 1630            5      90   Length         Orlando Arcia  606115      R   1.0
## 1646            5      90   Length          Tayler Scott  605463      R  12.0
## 1683            5      90   Length         Kyle Finnegan  640448      R  66.2
## 1891            5      90   Length        Mason Thompson  666168      R  24.2
## 1930            5      90   Length       Zach McAllister  502083      R   5.1
## 2007            5      90   Length           Clay Holmes  605280      R  63.0
## 2252            5      90   Length         Edgar Navarro  679346      R   8.2
## 2471            5      90   Length              Paul Fry  643316      L  13.0
## 2511            5      90   Length   Darwinzon Hernandez  650382      L   6.2
## 152             5      97   Length      Brusdar Graterol  660813      R  33.1
## 307             5      97   Length           Penn Murfee  682171      R  69.1
## 414             5      97   Length      Brusdar Graterol  660813      R  67.1
## 1185            5      97   Length           Ian Kennedy  453178      R  56.1
## 1331            5      97   Length           Lou Trivino  642152      R  73.2
## 1351            5      97   Length         Yefry Ramirez  606162      R   2.0
## 1565            5      97   Length         Yadier Molina  425877      R   2.0
## 1718            5      97   Length          Luis Torrens  620443      R   2.0
## 1808            5      97   Length         Sheldon Neuse  641914      R   3.2
## 2013            5      97   Length        Chris Stratton  608717      R  82.2
## 2031            5      97   Length         Harold Castro  605612      R   2.0
## 2090            5      97   Length       Domingo Acevedo  642758      R   9.1
## 598             5     133   Length            Zach Logue  656657      L  56.3
## 1155            5     133   Length          Darren O'Day  503285      R  10.2
## 13581           5     133   Length         Akeem Bostick  641384      R   1.0
## 1533            5     133   Length          Andrew Wantz  681806      R  27.1
## 2025            5     133   Length          Jose Leclerc  600917      R  57.0
## 2035            5     133   Length     Giovanny Gallegos  606149      R  55.0
## 2307            5     133   Length           Tony Watson  453265      L  57.1
## 2498            5     133   Length          Kolby Allard  663465      L  21.0
## 5321            5     146 Leverage          Wes Benjamin  605138      L  22.2
## 975             5     146 Leverage           Bailey Ober  641927      R 144.1
## 1040            5     146 Leverage         Dillon Peters  596071      L  26.2
## 1214            5     146 Leverage         Shelby Miller  571946      R  12.2
## 1612            5     146 Leverage            Jake Hager  606993      R   2.1
## 2006            5     146 Leverage          Carson Kelly  608348      R   2.2
## 2338            5     146 Leverage            Josh Osich  592612      L  14.1
## 2504            5     146 Leverage        Andrew Vasquez  607755      L   8.2
## 2536            5     146 Leverage           Nate Fisher  688010      L   3.0
## 279             5     160   Length         Steven Wilson  621051      R  53.0
## 351             5     160   Length          Emilio Pagan  641941      R  69.1
## 1336            5     160   Length         Jake Newberry  623470      R   4.1
## 13492           5     160   Length       Phillips Valdez  570488      R  40.0
## 1356            5     160   Length           Ryne Stanek  592773      R  68.1
## 1417            5     160   Length        Ryan Meisinger  664682      R   7.1
## 15091           5     160   Length          Dauri Moreta  664294      R   3.2
## 1542            5     160   Length         Kenley Jansen  445276      R  64.0
## 2055            5     160   Length      Kendall Graveman  608665      R  66.1
## 2273            5     160   Length           Blair Calvo  663971      R   1.0
## 2499            5     160   Length           Kirby Snead  669912      L  44.2
## 2566            5     160   Length         Anthony Banda  607455      L   7.0
## 51              5     163   Length             John Gant  607231      R 109.3
## 365             5     163   Length        Yonny Chirinos  630023      R  84.3
## 552             5     163   Length       Lucas Gilbreath  656458      L  42.2
## 630             5     163   Length           Matt Strahm  621381      L  87.2
## 1493            5     163   Length          Andres Munoz  662253      R   0.2
## 1506            5     163   Length        Emmanuel Clase  661403      R  69.2
## 1514            5     163   Length            Nick Maton  665155      R   0.1
## 1925            5     163   Length     Hirokazu Sawamura  617228      R  50.2
## 2349            5     163   Length            Sam Selman  572125      L  25.0
## 2413            5     163   Length             Kyle Dohy  675971      L   1.0
## 2629            5     163   Length          Joe La Sorsa  686747      L  32.2
## 48              5     186   Length        Pierce Johnson  572955      R  58.2
## 246             5     186   Length         Scott Effross  664123      R  56.2
## 1428            5     186   Length      Julian Fernandez  642759      R   6.2
## 14872           5     186   Length        Jeremy Beasley  676886      R   9.1
## 1503            5     186   Length      Manuel Rodriguez  655889      R  17.2
## 16981           5     186   Length      Keynan Middleton  641871      R  17.0
## 1700            5     186   Length           Adam Cimber  643256      R  70.2
## 2169            5     186   Length          Bligh Madris  676632      R   1.0
## 2178            5     186   Length            Eli Morgan  669212      R  67.1
## 2626            5     186   Length        Jose A. Ferrer  678606      L  34.0
## 3951            5     192   Length       Trevor Richards  670950      R  72.2
## 1270            5     192   Length         Colten Brewer  605155      R   1.0
## 1315            5     192   Length            Keone Kela  605309      R  10.2
## 1381            5     192   Length            Josh James  657624      R   5.0
## 16531           5     192   Length         Matt Reynolds  608703      R   1.1
## 1661            5     192   Length        J.B. Wendelken  605525      R  29.0
## 2027            5     192   Length        Carlos Estevez  608032      R  62.1
## 2128            5     192   Length            Jacob Webb  657097      R  53.2
## 1220            5     193   Length         Jake Petricka  502593      R   6.0
## 1369            5     193   Length         Jordan Luplow  656669      R   1.0
## 1392            5     193   Length         Edgar Santana  650828      R  42.2
## 1751            5     193   Length         Tanner Rainey  663432      R  30.0
## 1988            5     193   Length         Michael Kelly  547184      R  16.2
## 2153            5     193   Length           Bryan Baker  641329      R  45.0
## 2167            5     193   Length           Rico Garcia  670329      R  11.2
## 2437            5     193   Length          Tommy Milone  543548      L  16.2
## 2454            5     193   Length        Danny Coulombe  543056      L  12.1
## 2578            5     193   Length         Jose Alvarado  621237      L  41.1
## 1097            5     212   Length       Clayton Kershaw  477132      L 131.2
## 1209            5     212   Length              Chaz Roe  475054      R   0.2
## 1335            5     212   Length         Jimmie Sherfy  642073      R  15.0
## 1975            5     212   Length          Luke Jackson  592426      R  33.1
## 2187            5     212   Length         Steven Wilson  621051      R  53.0
## 2259            5     212   Length            Kyle Leahy  681517      R   1.2
## 2341            5     212   Length     Alberto Baldonado  593604      L  10.2
## 2453            5     212   Length         Andrew Chafin  605177      L  57.1
## 2522            5     212   Length            Nick Vespi  663989      L  26.1
## 574             5     219 Leverage        Ryan Yarbrough  642232      L  79.3
## 590             5     219 Leverage           Keegan Akin  669211      L  81.2
## 983             5     219 Leverage         Logan Gilbert  669302      R 190.2
## 1013            5     219 Leverage     Madison Bumgarner  518516      L 146.1
## 2076            5     219 Leverage    Isiah Kiner-Falefa  643396      R   4.0
## 2158            5     219 Leverage            Ryder Ryan  656924      R   1.0
## 2177            5     219 Leverage            Chad Smith  663385      R  13.2
## 2324            5     219 Leverage          Rex Brothers  571521      L  53.0
## 182             5     237   Length            Bryan Shaw  543766      R  58.1
## 212             5     237   Length   Duane Underwood Jr.  621249      R  57.1
## 333             5     237   Length         Adrian Houser  605288      R 111.1
## 609             5     237   Length            Kris Bubic  663460      L 129.0
## 1162            5     237   Length        Tyler Chatwood  543022      R  32.0
## 1286            5     237   Length           Clay Holmes  605280      R  70.0
## 1426            5     237   Length         Josh Staumont  622251      R  65.2
## 1611            5     237   Length         Domingo Tapia  593619      R  17.0
## 1882            5     237   Length      Peter Strzelecki  657265      R  35.0
## 1958            5     237   Length             Joe Kelly  523260      R  39.1
## 2038            5     237   Length         Kyle Finnegan  640448      R  69.1
## 2467            5     237   Length             Tim Mayza  641835      L  48.2
## 756             5     239 Leverage        Connor Seabold  657756      R   3.0
## 780             5     239 Leverage         Logan Gilbert  669302      R 119.1
## 991             5     239 Leverage          Brady Singer  663903      R 159.2
## 1305            5     239 Leverage             Jose Ruiz  614179      R  65.0
## 1373            5     239 Leverage        Luis Guillorme  641645      R   1.0
## 1459            5     239 Leverage           Matt Foster  641582      R  39.0
## 1594            5     239 Leverage     Andrelton Simmons  592743      R   1.0
## 1860            5     239 Leverage          Kody Clemens  665019      R   7.0
## 613             5     240   Length           Angel Zerpa  672582      L  11.0
## 1108            5     240   Length             Max Fried  608331      L  77.2
## 2279            5     240   Length           Cole Waites  686972      R   2.1
## 2310            5     240   Length         Anthony Rizzo  519203      L   0.2
## 2333            5     240   Length          Grant Dayton  594795      L  13.0
## 2348            5     240   Length           Hoby Milner  571948      L  21.2
## 2372            5     240   Length              Sam Clay  621348      L  45.0
## 2526            5     240   Length        Brendon Little  663893      L   0.2
## 2574            5     240   Length             Matt Gage  657424      L   6.2
## 111             5     258   Length       Thomas Eshelman  664045      R  27.2
## 1438            5     258   Length           Tommy Nance  667297      R  28.2
## 15041           5     258   Length        Eduard Bazardo  660825      R   3.0
## 1811            5     258   Length         Mike Brosseau  670712      R   3.0
## 2092            5     258   Length           Sam Coonrod  656322      R   6.2
## 2131            5     258   Length           Nicky Lopez  670032      R   2.1
## 2410            5     258   Length             Dylan Lee  669276      L   2.0
## 2539            5     258   Length            Matt Moore  519043      L  52.2
## 1111            5     258 Leverage       Thomas Eshelman  664045      R  27.2
## 14381           5     258 Leverage           Tommy Nance  667297      R  28.2
## 15042           5     258 Leverage        Eduard Bazardo  660825      R   3.0
## 18111           5     258 Leverage         Mike Brosseau  670712      R   3.0
## 20921           5     258 Leverage           Sam Coonrod  656322      R   6.2
## 21311           5     258 Leverage           Nicky Lopez  670032      R   2.1
## 24101           5     258 Leverage             Dylan Lee  669276      L   2.0
## 25391           5     258 Leverage            Matt Moore  519043      L  52.2
## 529             9      94   Length         Travis Bergen  664157      L  10.2
## 638             9      94   Length          Ryan Borucki  621366      L  39.4
## 951             9      94   Length           Tyler Mahle  641816      R  25.2
## 1505            9      94   Length         Oliver Ortega  661383      R   9.1
## 1614            9      94   Length          Jacob Barnes  606930      R  22.1
## 1927            9      94   Length          Tommy Hunter  488984      R  23.2
## 2481            9      94   Length            Eric Stout  657770      L  22.1
## 2590            9      94   Length           A.J. Minter  621345      L  64.2
## 467            11      26   Length           Ryan Pepiot  686752      R  42.0
##       year     FA_pct     SL_pct     CT_pct     CB_pct      CH_pct     SF_pct
## 479   2023 0.43479688 0.20751875 0.22866875         NA 0.128962500         NA
## 532   2021 0.43439196 0.28870357         NA 0.14979107 0.127139286         NA
## 1032  2021 0.60230000 0.15570000         NA         NA 0.241900000         NA
## 1042  2021 0.48070000 0.27620000         NA         NA 0.243100000         NA
## 1047  2021 0.48810000 0.14290000         NA 0.13100000 0.238100000         NA
## 1964  2023 0.43230000 0.14410000 0.36680000         NA          NA 0.05680000
## 2148  2023 1.00000000         NA         NA         NA          NA         NA
## 2154  2023 1.00000000         NA         NA         NA          NA         NA
## 2192  2023 0.21050000 0.15790000 0.50000000         NA 0.131600000         NA
## 2241  2023 0.56290000 0.21560000         NA         NA 0.221600000         NA
## 447   2023 0.41400000 0.03519884         NA         NA          NA 0.55080116
## 490   2021 0.52866135         NA 0.20300859 0.01959018 0.248739877         NA
## 496   2021 0.40132081         NA 0.26525385 0.10834480 0.225158371         NA
## 923   2023 0.42920000 0.44920000         NA         NA 0.121500000         NA
## 1038  2021 0.57130000         NA         NA 0.30810000 0.120600000         NA
## 1960  2023 1.00000000         NA         NA         NA          NA         NA
## 1984  2023 0.54630000 0.43410000         NA         NA 0.019500000         NA
## 1996  2023 1.00000000         NA         NA         NA          NA         NA
## 2009  2023 0.50630000 0.34180000         NA         NA 0.151900000         NA
## 2051  2023 0.70890000 0.29110000         NA         NA          NA         NA
## 2085  2023 0.45530000 0.37460000         NA 0.02590000          NA 0.14410000
## 342   2023 0.40169773 0.37579848         NA         NA 0.222503788         NA
## 362   2023 0.41107441 0.07615251 0.32095620         NA          NA 0.19189393
## 896   2022 0.58790000 0.27880000         NA 0.07270000 0.060600000         NA
## 1195  2021 0.56890000 0.40860000         NA         NA          NA 0.02250000
## 1389  2021 0.51630000 0.48370000         NA         NA          NA         NA
## 1393  2021 0.65630000         NA         NA 0.34380000          NA         NA
## 1463  2021 0.56860000 0.14960000         NA         NA 0.281800000         NA
## 1767  2022 0.48900000 0.49340000         NA         NA 0.017600000         NA
## 2587  2023 0.55220000 0.44780000         NA         NA          NA         NA
## 2607  2023 0.54550000 0.14050000 0.27690000         NA 0.037200000         NA
## 137   2021 0.40686751 0.27155523         NA 0.10946390 0.212116606         NA
## 258   2022 0.44572549 0.33022108         NA 0.08202598 0.142112255         NA
## 377   2023 0.66506747 0.05429639         NA         NA 0.280685542         NA
## 1581  2022 1.00000000         NA         NA         NA          NA         NA
## 1640  2022 0.42640000 0.46510000         NA 0.10850000          NA         NA
## 2382  2021 0.54250000 0.24620000         NA 0.21130000          NA         NA
## 2503  2022 0.77520000 0.22480000         NA         NA          NA         NA
## 2622  2023 0.65300000 0.32880000         NA         NA 0.018300000         NA
## 69    2021 0.38162603 0.31550667 0.30115778         NA 0.001709524         NA
## 136   2021 0.56434174 0.16755413 0.05064174 0.10395596 0.113506422         NA
## 1101  2023 0.58560000 0.35040000         NA         NA 0.064000000         NA
## 1268  2021 0.70470000         NA         NA 0.15530000 0.140100000         NA
## 1279  2021 0.62830000         NA 0.13100000         NA 0.240700000         NA
## 1308  2021 0.61500000 0.05000000 0.11500000 0.22000000          NA         NA
## 1324  2021 1.00000000         NA         NA         NA          NA         NA
## 1330  2021 0.54520000 0.28020000         NA 0.08410000 0.090500000         NA
## 2104  2023 1.00000000         NA         NA         NA          NA         NA
## 2314  2021 0.73040000 0.26960000         NA         NA          NA         NA
## 2381  2021 0.48800000 0.46140000         NA 0.05060000          NA         NA
## 55    2021 0.60105319 0.12622031         NA 0.10416963 0.168574855         NA
## 1153  2021 0.62920000 0.34920000         NA         NA 0.021500000         NA
## 1439  2021 0.70000000 0.30000000         NA         NA          NA         NA
## 1617  2022 0.50880000 0.13440000         NA 0.34010000 0.016700000         NA
## 1653  2022 0.61900000         NA         NA 0.04760000 0.047600000         NA
## 1737  2022 0.43280000 0.34630000         NA         NA 0.220900000         NA
## 1926  2022 0.65040000 0.01870000 0.07620000 0.04490000 0.209700000         NA
## 2300  2023 0.66670000 0.15150000         NA 0.18180000          NA         NA
## 238   2022 0.55562795 0.22498734         NA 0.15452795 0.064760699         NA
## 1077  2022 0.64370000 0.28690000         NA 0.05020000 0.019200000         NA
## 1159  2021 0.37780000 0.28890000 0.33330000         NA          NA         NA
## 1253  2021 1.00000000         NA         NA         NA          NA         NA
## 1387  2021 0.50570000 0.28740000         NA         NA 0.206900000         NA
## 1450  2021 0.75000000         NA         NA         NA          NA 0.25000000
## 1915  2022 0.69050000 0.28570000         NA         NA          NA 0.02380000
## 2483  2022 0.50000000 0.50000000         NA         NA          NA         NA
## 612   2022 0.54581863 0.10884037         NA 0.23311553 0.112139130         NA
## 1229  2021 1.00000000         NA         NA         NA          NA         NA
## 1231  2021 0.42110000 0.23680000 0.19300000 0.11400000 0.035100000         NA
## 1349  2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 1553  2022 0.55740000 0.42940000         NA         NA 0.013200000         NA
## 1660  2022 0.62030000 0.37970000         NA         NA          NA         NA
## 1663  2022 0.36570000 0.06910000         NA 0.00380000 0.219900000 0.34140000
## 1959  2023 1.00000000         NA         NA         NA          NA         NA
## 6121  2022 0.54581863 0.10884037         NA 0.23311553 0.112139130         NA
## 12291 2021 1.00000000         NA         NA         NA          NA         NA
## 12311 2021 0.42110000 0.23680000 0.19300000 0.11400000 0.035100000         NA
## 13491 2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 15531 2022 0.55740000 0.42940000         NA         NA 0.013200000         NA
## 16601 2022 0.62030000 0.37970000         NA         NA          NA         NA
## 16631 2022 0.36570000 0.06910000         NA 0.00380000 0.219900000 0.34140000
## 19591 2023 1.00000000         NA         NA         NA          NA         NA
## 476   2023 0.49932368 0.22108158 0.13127237         NA 0.148418421         NA
## 527   2021 0.50954151 0.23858679         NA 0.24869623          NA         NA
## 576   2022 0.55855075 0.32594701         NA 0.10661119 0.008881343         NA
## 2047  2023 1.00000000         NA         NA         NA          NA         NA
## 2118  2023 0.60550000 0.30470000         NA         NA 0.089800000         NA
## 2133  2023 0.58690000 0.13010000 0.06170000         NA 0.221300000         NA
## 2134  2023 1.00000000         NA         NA         NA          NA         NA
## 2139  2023 0.59410000 0.40590000         NA         NA          NA         NA
## 2181  2023 0.48190000 0.51810000         NA         NA          NA         NA
## 2190  2023 0.54660000         NA 0.26690000 0.14410000 0.042400000         NA
## 2205  2023 0.68040000 0.31960000         NA         NA          NA         NA
## 2206  2023 0.57070000 0.26830000         NA         NA 0.161000000         NA
## 758   2021 0.44010000 0.21760000 0.12630000 0.03600000          NA 0.18010000
## 820   2022 0.53800000 0.01000000 0.06110000 0.05850000 0.332500000         NA
## 1535  2021 0.64160000         NA         NA 0.35840000          NA         NA
## 1546  2022 0.60550000 0.29010000         NA 0.10440000          NA         NA
## 1555  2022 0.32960000 0.41680000         NA         NA 0.253600000         NA
## 1618  2022 0.43480000 0.27540000 0.28990000         NA          NA         NA
## 1684  2022 0.69810000 0.03020000         NA 0.27170000          NA         NA
## 1740  2022 0.45640000 0.48210000         NA         NA          NA 0.06150000
## 1746  2022 0.51950000 0.42860000         NA 0.03900000 0.013000000         NA
## 2515  2022 0.60230000 0.39770000         NA         NA          NA         NA
## 2577  2023 0.61760000 0.31290000         NA         NA 0.069500000         NA
## 537   2021 0.51749565 0.35038261         NA         NA 0.132036957         NA
## 960   2023 0.43160000 0.38630000         NA 0.15170000 0.030300000         NA
## 1068  2022 0.41770000 0.03540000 0.10130000 0.21010000 0.235400000         NA
## 12531 2021 1.00000000         NA         NA         NA          NA         NA
## 1301  2021 0.32690000 0.29300000 0.35840000         NA 0.021800000         NA
## 1487  2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1508  2021 0.60730000 0.14370000 0.24900000         NA          NA         NA
## 1735  2022 0.49150000 0.30510000         NA 0.10170000 0.101700000         NA
## 2294  2023 0.41820000 0.58180000         NA         NA          NA         NA
## 805   2022 0.51810000         NA         NA 0.26510000 0.216900000         NA
## 1563  2022 0.81430000         NA 0.02080000 0.05770000 0.008100000 0.09920000
## 1576  2022 1.00000000         NA         NA         NA          NA         NA
## 1578  2022 0.50360000 0.00730000         NA         NA          NA 0.48910000
## 1588  2022 0.40000000         NA 0.40000000 0.20000000          NA         NA
## 1606  2022 0.31990000 0.35810000         NA         NA 0.322000000         NA
## 1644  2022 0.95590000 0.01470000         NA         NA 0.029400000         NA
## 1650  2022 0.46040000 0.45320000 0.08630000         NA          NA         NA
## 1655  2022 0.77780000         NA         NA 0.16670000          NA         NA
## 1679  2022 0.53350000 0.36970000         NA         NA 0.096700000         NA
## 1698  2022 0.50620000 0.32370000         NA         NA 0.170100000         NA
## 1712  2022 0.60870000         NA         NA         NA          NA         NA
## 1722  2022 0.53750000 0.43970000         NA         NA 0.022800000         NA
## 1745  2022 0.43250000 0.36200000         NA         NA 0.205500000         NA
## 2562  2023 0.41470000 0.15890000         NA         NA 0.426400000         NA
## 366   2023 0.43709183 0.03631758 0.21481723 0.11157389 0.200199467         NA
## 389   2023 0.48172222 0.26577222         NA         NA 0.252505556         NA
## 424   2023 0.36810000 0.24597333         NA 0.38592667          NA         NA
## 1627  2022 1.00000000         NA         NA         NA          NA         NA
## 1668  2022 0.60240000 0.05120000 0.12930000 0.21610000          NA 0.00090000
## 2123  2023 1.00000000         NA         NA         NA          NA         NA
## 2146  2023 0.75040000 0.23340000         NA         NA          NA 0.01620000
## 21811 2023 0.48190000 0.51810000         NA         NA          NA         NA
## 231   2022 0.29348125 0.03351250 0.30328125 0.17511875 0.194618750         NA
## 592   2022 0.41144687 0.26379844         NA         NA 0.324754688         NA
## 813   2022 0.22890000 0.44580000         NA 0.24100000 0.084300000         NA
## 1088  2022 0.44480000         NA 0.16430000 0.06230000 0.328600000         NA
## 1449  2021 0.43500000 0.40850000         NA         NA 0.156500000         NA
## 1670  2022 0.64490000 0.19960000         NA         NA 0.155500000         NA
## 1945  2023 0.57240000 0.34620000         NA         NA          NA 0.08130000
## 2306  2021 0.76470000         NA         NA 0.11760000 0.117600000         NA
## 2527  2022 0.52270000 0.14270000 0.08800000         NA 0.246700000         NA
## 340   2023 0.39696456 0.22069367         NA 0.30711139          NA         NA
## 429   2023 0.50233987 0.13333964 0.27188753 0.05199243 0.040389755         NA
## 807   2022 0.47450000 0.39260000         NA 0.05110000 0.081900000         NA
## 9231  2023 0.42920000 0.44920000         NA         NA 0.121500000         NA
## 1867  2022 0.51160000         NA         NA 0.13950000 0.348800000         NA
## 1956  2023 0.35640000 0.36630000         NA 0.23760000 0.039600000         NA
## 2334  2021 0.76190000 0.14290000         NA 0.09520000          NA         NA
## 2450  2022 0.55340000 0.05940000         NA         NA 0.387200000         NA
## 372   2023 0.44004692 0.24194385         NA 0.19413538          NA         NA
## 412   2023 0.45039505 0.37947723 0.12040495         NA 0.049722772         NA
## 775   2021 0.53520000 0.29580000 0.00700000 0.08450000 0.077500000         NA
## 1358  2021 0.35710000 0.07140000         NA 0.07140000          NA 0.50000000
## 1448  2021 0.55810000 0.26400000         NA         NA 0.177800000         NA
## 1899  2022 0.34780000 0.41300000 0.13040000 0.04350000 0.065200000         NA
## 1939  2023 1.00000000         NA         NA         NA          NA         NA
## 2302  2021 0.67860000 0.32140000         NA         NA          NA         NA
## 347   2023 0.58470000 0.41530000         NA         NA          NA         NA
## 743   2021 0.49980000 0.23970000         NA 0.02750000 0.233000000         NA
## 1374  2021 0.64290000 0.21430000         NA 0.07140000          NA 0.07140000
## 1376  2021 0.38710000 0.00540000         NA 0.27420000 0.333300000         NA
## 14871 2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1509  2021 0.71930000 0.15790000         NA         NA 0.122800000         NA
## 1874  2022 1.00000000         NA         NA         NA          NA         NA
## 2270  2023 0.50000000 0.25300000         NA         NA 0.247000000         NA
## 711   2021 0.47960000 0.22160000         NA 0.15700000 0.141800000         NA
## 10421 2021 0.48070000 0.27620000         NA         NA 0.243100000         NA
## 1161  2021 0.10640000         NA 0.54700000 0.34470000 0.001900000         NA
## 1235  2021 0.35640000 0.51660000         NA 0.12700000          NA         NA
## 1300  2021 1.00000000         NA         NA         NA          NA         NA
## 1320  2021 0.47660000         NA         NA 0.26720000 0.256200000         NA
## 2238  2023 0.53930000 0.19100000 0.07870000         NA 0.191000000         NA
## 2569  2023 0.50960000 0.38130000 0.10460000         NA 0.004500000         NA
## 395   2023 0.43411111         NA         NA         NA 0.565888889         NA
## 1429  2021 0.59010000 0.31080000         NA         NA 0.099100000         NA
## 1440  2021 0.71430000 0.28570000         NA         NA          NA         NA
## 1443  2021 0.56830000 0.13760000         NA         NA 0.294100000         NA
## 1474  2021 0.59750000 0.32150000         NA         NA 0.081000000         NA
## 1501  2021 0.47200000 0.41960000         NA         NA 0.108400000         NA
## 1502  2021 0.51410000 0.46430000         NA         NA          NA 0.02160000
## 1504  2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 1516  2021 0.74630000         NA         NA 0.25370000          NA         NA
## 1922  2022 0.70190000 0.29810000         NA         NA          NA         NA
## 222   2022 0.54965039 0.32412362         NA 0.07849961 0.047729134         NA
## 4791  2023 0.43479688 0.20751875 0.22866875         NA 0.128962500         NA
## 1254  2021 0.54110000 0.14380000         NA 0.28490000 0.030100000         NA
## 1343  2021 1.00000000         NA         NA         NA          NA         NA
## 1671  2022 0.56140000 0.27720000         NA         NA 0.161400000         NA
## 1705  2022 0.77910000 0.00450000         NA 0.06660000          NA 0.14980000
## 1719  2022 0.53100000 0.46900000         NA         NA          NA         NA
## 1830  2022 0.54440000 0.30000000         NA         NA 0.155600000         NA
## 1172  2021 0.68530000 0.25890000         NA 0.05580000          NA         NA
## 11951 2021 0.56890000 0.40860000         NA         NA          NA 0.02250000
## 1311  2021 0.51680000 0.35930000         NA 0.12390000          NA         NA
## 1313  2021 0.70810000 0.19140000         NA         NA 0.100500000         NA
## 1353  2021 0.34740000 0.01410000         NA         NA 0.638500000         NA
## 1360  2021 0.68910000 0.27860000         NA         NA 0.032300000         NA
## 1895  2022 0.62360000 0.02530000         NA 0.30060000 0.050600000         NA
## 1983  2023 1.00000000         NA         NA         NA          NA         NA
## 2248  2023 0.54730000 0.28790000         NA         NA 0.164800000         NA
## 2357  2021 0.54050000 0.17230000         NA         NA 0.287200000         NA
## 226   2022 0.51575042 0.34014622         NA         NA 0.096300000         NA
## 480   2023 0.43545406 0.13275830 0.31861237         NA 0.113090106         NA
## 845   2022 0.47860000 0.31020000         NA 0.16040000 0.050800000         NA
## 1552  2022 0.59130000         NA         NA 0.39130000 0.017400000         NA
## 1609  2022 0.58810000 0.16650000 0.17230000         NA 0.073100000         NA
## 1703  2022 1.00000000         NA         NA         NA          NA         NA
## 1728  2022 0.49730000 0.09460000         NA         NA          NA 0.40810000
## 2145  2023 0.55810000 0.39530000         NA         NA 0.046500000         NA
## 249   2022 0.54939306 0.18293186         NA 0.16365268 0.103922397         NA
## 251   2022 0.42201837 0.17935510         NA 0.39862653          NA         NA
## 506   2021 0.46404121         NA 0.11462912 0.42132967          NA         NA
## 556   2021 0.56724722 0.13513981         NA         NA 0.275479630         NA
## 1208  2021 0.33370000 0.55700000         NA         NA 0.109300000         NA
## 1283  2021 0.86120000 0.13880000         NA         NA          NA         NA
## 1284  2021 0.49410000 0.46280000         NA 0.03520000 0.007800000         NA
## 2345  2021 0.48380000 0.27090000         NA         NA 0.245300000         NA
## 2565  2023 0.55460000 0.44540000         NA         NA          NA         NA
## 317   2022 0.47726667 0.31694545 0.12543485         NA 0.080353030         NA
## 335   2023 0.45907143 0.53945466         NA         NA          NA         NA
## 663   2023 0.48900905         NA         NA 0.22302760 0.287963348         NA
## 1333  2021 0.31330000 0.68670000         NA         NA          NA         NA
## 1475  2021 0.64100000 0.21790000         NA         NA 0.141000000         NA
## 19961 2023 1.00000000         NA         NA         NA          NA         NA
## 2113  2023 0.56180000         NA 0.36570000 0.07250000          NA         NA
## 2368  2021 0.52500000 0.28330000         NA         NA 0.191700000         NA
## 22    2021         NA         NA 0.73572800 0.25947800          NA         NA
## 63    2021 0.58017327         NA         NA 0.41982673          NA         NA
## 168   2021 0.63751021 0.26163634         NA 0.05141441 0.049348649         NA
## 174   2022 0.49419344 0.15408402         NA 0.35181393          NA         NA
## 673   2023 0.48733893 0.21085235         NA 0.15174430 0.150032886         NA
## 1177  2021 0.65980000 0.28020000         NA         NA 0.060000000         NA
## 1180  2021 0.59030000         NA         NA 0.40970000          NA         NA
## 1260  2021 0.33790000 0.12410000         NA 0.05520000 0.482800000         NA
## 1744  2022 0.70610000 0.29390000         NA         NA          NA         NA
## 1759  2022 0.52560000 0.35510000         NA 0.06410000 0.055100000         NA
## 2222  2023 0.49070000 0.50930000         NA         NA          NA         NA
## 2362  2021 0.67860000 0.13520000         NA         NA 0.186200000         NA
## 2530  2022 0.62860000 0.37140000         NA         NA          NA         NA
## 2600  2023 0.60770000 0.39030000         NA         NA 0.002100000         NA
## 2641  2023 0.56280000 0.38060000         NA         NA 0.056700000         NA
## 7581  2021 0.44010000 0.21760000 0.12630000 0.03600000          NA 0.18010000
## 1178  2021 0.61040000 0.38730000         NA         NA 0.002400000         NA
## 1287  2021 0.46210000 0.13860000 0.01290000 0.08320000 0.303100000         NA
## 1445  2021 1.00000000         NA         NA         NA          NA         NA
## 19561 2023 0.35640000 0.36630000         NA 0.23760000 0.039600000         NA
## 2229  2023 0.42400000 0.31580000         NA         NA 0.260200000         NA
## 2246  2023 0.63180000 0.31800000         NA         NA 0.050200000         NA
## 2312  2021 0.52510000 0.05690000         NA 0.25750000 0.160500000         NA
## 2412  2021 0.70920000 0.10530000         NA         NA 0.185500000         NA
## 173   2021 0.64775993 0.30215603         NA 0.02585928 0.024224756         NA
## 315   2022 0.66990814 0.28228750         NA         NA 0.047786364         NA
## 376   2023 0.72101284         NA         NA 0.27898716          NA         NA
## 1630  2022 1.00000000         NA         NA         NA          NA         NA
## 1646  2022 0.41960000 0.56470000         NA         NA 0.015700000         NA
## 1683  2022 0.78800000 0.12170000         NA         NA          NA 0.09030000
## 1891  2022 0.74730000 0.23910000         NA         NA 0.013600000         NA
## 1930  2023 0.56910000 0.07320000 0.28460000         NA          NA 0.07320000
## 2007  2023 0.69530000 0.30470000         NA         NA          NA         NA
## 2252  2023 0.62000000 0.35330000         NA         NA 0.026700000         NA
## 2471  2022 0.50000000 0.50000000         NA         NA          NA         NA
## 2511  2022 0.60990000 0.25820000         NA 0.13190000          NA         NA
## 152   2021 0.61115667 0.31373333         NA         NA          NA         NA
## 307   2022 0.48962353 0.51037647         NA         NA          NA         NA
## 414   2023 0.54308016 0.24003813 0.21688171         NA          NA         NA
## 1185  2021 0.82540000         NA 0.03890000 0.05120000 0.084500000         NA
## 1331  2021 0.60490000         NA 0.15630000 0.11470000 0.124000000         NA
## 1351  2021 0.39130000 0.26090000         NA 0.08700000 0.260900000         NA
## 1565  2022 0.47500000         NA         NA 0.52500000          NA         NA
## 1718  2022 0.91180000 0.02940000         NA         NA          NA 0.02940000
## 1808  2022 0.69700000         NA         NA         NA          NA         NA
## 2013  2023 0.54680000 0.19310000         NA 0.18790000 0.072200000         NA
## 2031  2023 1.00000000         NA         NA         NA          NA         NA
## 2090  2023 0.41710000 0.38860000         NA         NA 0.194300000         NA
## 598   2022 0.49824669 0.15711907 0.20830545         NA 0.136328794         NA
## 1155  2021 0.51320000 0.48680000         NA         NA          NA         NA
## 13581 2021 0.35710000 0.07140000         NA 0.07140000          NA 0.50000000
## 1533  2021 0.45550000 0.17390000 0.29400000         NA 0.076600000         NA
## 2025  2023 0.39100000 0.16170000         NA         NA 0.133100000 0.31420000
## 2035  2023 0.50170000 0.46320000         NA         NA 0.035100000         NA
## 2307  2021 0.42610000 0.24130000         NA         NA 0.332600000         NA
## 2498  2022 0.53180000         NA 0.22070000 0.05350000 0.194000000         NA
## 5321  2021 0.43439196 0.28870357         NA 0.14979107 0.127139286         NA
## 975   2023 0.45680000 0.19640000         NA 0.06660000 0.280200000         NA
## 1040  2021 0.51690000         NA         NA 0.16250000 0.320500000         NA
## 1214  2021 0.63370000 0.14290000 0.22340000         NA          NA         NA
## 1612  2022 1.00000000         NA         NA         NA          NA         NA
## 2006  2023 1.00000000         NA         NA         NA          NA         NA
## 2338  2021 0.10390000         NA 0.64940000 0.05630000 0.190500000         NA
## 2504  2022 0.28760000 0.71240000         NA         NA          NA         NA
## 2536  2022 0.48000000 0.34000000         NA 0.04000000 0.140000000         NA
## 279   2022 0.52172103 0.42228925         NA         NA 0.056086916         NA
## 351   2023 0.54983846 0.30123407         NA         NA          NA 0.12340989
## 1336  2021 0.44000000 0.52000000         NA         NA 0.040000000         NA
## 13492 2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 1356  2021 0.59690000 0.18520000         NA         NA          NA 0.21780000
## 1417  2021 0.58390000 0.34230000         NA         NA 0.073800000         NA
## 15091 2021 0.71930000 0.15790000         NA         NA 0.122800000         NA
## 1542  2022 0.22470000 0.13120000 0.64410000         NA          NA         NA
## 2055  2023 0.61850000 0.27290000         NA 0.01800000 0.090700000         NA
## 2273  2023 0.45450000 0.54550000         NA         NA          NA         NA
## 2499  2022 0.55510000 0.37440000         NA         NA 0.070500000         NA
## 2566  2023 0.63130000 0.01250000         NA 0.10630000 0.250000000         NA
## 51    2021 0.49125804 0.15327067 0.07396151 0.05552790 0.225899796         NA
## 365   2023 0.48138692 0.25626213         NA         NA          NA 0.26235095
## 552   2021 0.63038649 0.34755676         NA         NA          NA 0.02205676
## 630   2023 0.63885385 0.23629231 0.12039231         NA          NA         NA
## 1493  2021 0.70590000 0.29410000         NA         NA          NA         NA
## 1506  2021 0.70100000 0.29900000         NA         NA          NA         NA
## 1514  2021 1.00000000         NA         NA         NA          NA         NA
## 1925  2022 0.48930000 0.13720000         NA         NA          NA 0.37350000
## 2349  2021 0.55470000 0.44530000         NA         NA          NA         NA
## 2413  2021 0.90000000         NA         NA         NA 0.100000000         NA
## 2629  2023 0.50740000 0.45190000         NA         NA 0.040700000         NA
## 48    2021 0.32446967         NA         NA 0.67553033          NA         NA
## 246   2022 0.45288865 0.40237511         NA         NA          NA         NA
## 1428  2021 0.84620000         NA         NA         NA 0.153800000         NA
## 14872 2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1503  2021 0.71670000         NA         NA 0.28330000          NA         NA
## 16981 2022 0.50620000 0.32370000         NA         NA 0.170100000         NA
## 1700  2022 0.64620000 0.35380000         NA         NA          NA         NA
## 2169  2023 1.00000000         NA         NA         NA          NA         NA
## 2178  2023 0.40500000 0.27750000         NA         NA 0.317500000         NA
## 2626  2023 0.71910000 0.04290000         NA         NA 0.237900000         NA
## 3951  2023 0.43411111         NA         NA         NA 0.565888889         NA
## 1270  2021         NA 0.23330000 0.56670000 0.20000000          NA         NA
## 1315  2021 0.53200000         NA         NA 0.46310000 0.004900000         NA
## 1381  2021 0.57970000 0.26090000         NA         NA 0.159400000         NA
## 16531 2022 0.61900000         NA         NA 0.04760000 0.047600000         NA
## 1661  2022 0.60250000 0.22540000         NA 0.01020000 0.161900000         NA
## 2027  2023 0.66810000 0.27060000         NA         NA 0.061200000         NA
## 2128  2023 0.48490000 0.23490000         NA         NA 0.280200000         NA
## 1220  2021 0.53330000 0.11110000         NA         NA 0.355600000         NA
## 1369  2021 1.00000000         NA         NA         NA          NA         NA
## 1392  2021 0.64920000 0.35080000         NA         NA          NA         NA
## 1751  2022 0.70440000 0.28600000         NA         NA 0.009600000         NA
## 1988  2023 0.30150000 0.53310000 0.16540000         NA          NA         NA
## 2153  2023 0.56890000 0.28570000         NA 0.00130000 0.144100000         NA
## 2167  2023 0.55430000         NA         NA 0.20600000 0.239700000         NA
## 2437  2022 0.42020000 0.07560000         NA 0.11760000 0.386600000         NA
## 2454  2022 0.37830000 0.27830000         NA 0.14780000 0.195700000         NA
## 2578  2023 0.58760000 0.41240000         NA         NA          NA         NA
## 1097  2023 0.37170000 0.43340000         NA 0.17520000          NA 0.01970000
## 1209  2021 0.47830000 0.52170000         NA         NA          NA         NA
## 1335  2021 0.35220000 0.63910000         NA         NA 0.008700000         NA
## 1975  2023 0.27430000 0.69900000         NA 0.02670000          NA         NA
## 2187  2023 0.36350000 0.60020000 0.00430000         NA 0.032000000         NA
## 2259  2023 0.48280000 0.46550000         NA 0.05170000          NA         NA
## 2341  2021 0.60470000 0.34420000         NA         NA 0.051200000         NA
## 2453  2022 0.67740000 0.31920000         NA         NA 0.003300000         NA
## 2522  2022 0.47310000 0.36550000         NA 0.16140000          NA         NA
## 574   2022 0.18731690 0.27003352 0.30354986         NA 0.239099718         NA
## 590   2022 0.52054802 0.29517264         NA         NA 0.180206991         NA
## 983   2023 0.42140000 0.29610000         NA 0.13420000          NA 0.14820000
## 1013  2021 0.36490000 0.34000000         NA 0.21670000 0.078500000         NA
## 2076  2023 1.00000000         NA         NA         NA          NA         NA
## 2158  2023 0.46150000 0.53850000         NA         NA          NA         NA
## 2177  2023 0.55650000 0.41530000         NA         NA 0.028200000         NA
## 2324  2021 0.65530000 0.34470000         NA         NA          NA         NA
## 182   2022 0.05593946 0.05974483 0.76634330 0.08181188 0.028947893         NA
## 212   2022 0.37046834         NA 0.27691737 0.13355251 0.219159846         NA
## 333   2023 0.70944532 0.16489085         NA 0.08644636 0.039217464         NA
## 609   2022 0.50535315         NA         NA 0.21700102 0.277645145         NA
## 1162  2021 0.53980000         NA 0.36210000 0.06260000 0.035500000         NA
## 1286  2021 0.58990000 0.27580000         NA 0.13430000          NA         NA
## 1426  2021 0.65330000         NA         NA 0.34670000          NA         NA
## 1611  2022 0.68320000 0.15430000         NA         NA 0.162500000         NA
## 1882  2022 0.53220000 0.33220000         NA         NA 0.135500000         NA
## 1958  2023 0.46490000 0.23030000         NA 0.19800000 0.106700000         NA
## 2038  2023 0.69980000 0.05150000         NA         NA          NA 0.24860000
## 2467  2022 0.82630000 0.17370000         NA         NA          NA         NA
## 756   2021 0.62790000 0.20930000         NA 0.04650000 0.116300000         NA
## 780   2021 0.61510000 0.23910000         NA 0.06820000 0.077600000         NA
## 991   2023 0.51000000 0.42570000         NA         NA 0.064300000         NA
## 1305  2021 0.59500000 0.01450000         NA 0.35490000 0.035700000         NA
## 1373  2021 1.00000000         NA         NA         NA          NA         NA
## 1459  2021 0.63790000 0.10430000 0.03290000         NA 0.225000000         NA
## 1594  2022 1.00000000         NA         NA         NA          NA         NA
## 1860  2022 1.00000000         NA         NA         NA          NA         NA
## 613   2022 0.59066591 0.25835909         NA         NA 0.150959091         NA
## 1108  2023 0.45180000 0.15190000         NA 0.23150000 0.164800000         NA
## 2279  2023 0.69230000 0.30770000         NA         NA          NA         NA
## 2310  2021 0.73330000         NA         NA 0.26670000          NA         NA
## 2333  2021 0.65200000         NA         NA 0.34800000          NA         NA
## 2348  2021 0.56230000 0.35880000         NA         NA 0.078900000         NA
## 2372  2021 0.66380000 0.24410000         NA         NA 0.092200000         NA
## 2526  2022 0.68180000 0.31820000         NA         NA          NA         NA
## 2574  2023 0.54620000 0.15970000 0.29410000         NA          NA         NA
## 111   2021 0.48532857 0.26026429         NA 0.10901429 0.145371429         NA
## 1438  2021 0.62060000 0.10750000         NA 0.27190000          NA         NA
## 15041 2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 1811  2022 1.00000000         NA         NA         NA          NA         NA
## 2092  2023 0.44220000 0.14290000 0.28570000         NA 0.129300000         NA
## 2131  2023 1.00000000         NA         NA         NA          NA         NA
## 2410  2021 0.41380000 0.31030000         NA         NA 0.275900000         NA
## 2539  2023 0.47980000         NA         NA 0.20780000 0.312400000         NA
## 1111  2021 0.48532857 0.26026429         NA 0.10901429 0.145371429         NA
## 14381 2021 0.62060000 0.10750000         NA 0.27190000          NA         NA
## 15042 2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 18111 2022 1.00000000         NA         NA         NA          NA         NA
## 20921 2023 0.44220000 0.14290000 0.28570000         NA 0.129300000         NA
## 21311 2023 1.00000000         NA         NA         NA          NA         NA
## 24101 2021 0.41380000 0.31030000         NA         NA 0.275900000         NA
## 25391 2023 0.47980000         NA         NA 0.20780000 0.312400000         NA
## 529   2021 0.86959783         NA         NA         NA          NA         NA
## 638   2023 0.20236842 0.13993421 0.54406579         NA 0.113631579         NA
## 951   2023 0.51780000 0.26370000 0.02140000         NA          NA 0.19710000
## 1505  2021 0.55400000         NA         NA 0.44600000          NA         NA
## 1614  2022 0.47920000 0.09700000 0.42380000         NA          NA         NA
## 1927  2023 0.46870000         NA 0.31340000 0.14170000 0.076300000         NA
## 2481  2022 0.34890000 0.47330000         NA 0.05560000 0.122200000         NA
## 2590  2023 0.47180000 0.38890000         NA         NA 0.139400000         NA
## 467   2023 0.50583019 0.14663396         NA         NA 0.347535849         NA
##       KN_pct      XX_pct    vFA_sc    vFC_sc   vFS_sc vFO_sc    vSI_sc   vSL_sc
## 479       NA          NA  93.22495  88.39167       NA     NA  92.82004 82.31736
## 532       NA          NA  91.25677  85.48942       NA     NA        NA       NA
## 1032      NA          NA        NA        NA       NA     NA  92.14326       NA
## 1042      NA          NA  89.50588        NA       NA     NA  88.99722 80.18800
## 1047      NA          NA  92.82683        NA       NA     NA        NA 80.07500
## 1964      NA 0.017200000  91.60822        NA       NA     NA  92.95185 83.36068
## 2148      NA          NA  71.28750        NA       NA     NA        NA       NA
## 2154      NA          NA  66.45000        NA       NA     NA        NA       NA
## 2192      NA 0.035100000        NA  89.20351       NA     NA  92.12500 82.76667
## 2241      NA 0.006000000  94.66471        NA       NA     NA  94.03766 86.84167
## 447       NA          NA  95.97478        NA 88.72658     NA  95.44990 85.83963
## 490       NA          NA  92.91724  88.91581       NA     NA  92.88189       NA
## 496       NA          NA  87.56732  85.05313       NA     NA  87.63052       NA
## 923       NA 0.004600000  93.20407        NA       NA     NA  92.87143 83.21069
## 1038      NA 0.001900000  92.10371        NA       NA     NA  92.45132       NA
## 1960      NA          NA        NA        NA       NA     NA        NA       NA
## 1984      NA 0.019500000  91.25909        NA 84.07500     NA  89.70000 81.40000
## 1996      NA          NA  63.28334        NA       NA     NA        NA       NA
## 2009      NA 0.012500000  94.18500  87.77778       NA     NA  94.60000       NA
## 2051      NA 0.005400000  85.25000        NA       NA     NA  85.12273 74.76945
## 2085      NA 0.002900000  96.30090        NA 87.51600     NA  95.85744 89.39846
## 342       NA          NA  91.89590        NA       NA     NA  91.96628 81.24629
## 362       NA 0.004387335  94.06477        NA 84.25018     NA        NA 87.13818
## 896       NA          NA  92.08969        NA       NA     NA        NA 85.33043
## 1195      NA 0.002000000  94.89284        NA       NA     NA  93.72105 83.80500
## 1389      NA 0.023300000  95.72883        NA       NA     NA        NA 86.52404
## 1393      NA          NA  94.49048        NA       NA     NA        NA       NA
## 1463      NA          NA  93.66710        NA       NA     NA        NA 84.43114
## 1767      NA          NA  90.58648        NA       NA     NA        NA 81.99375
## 2587      NA          NA        NA        NA       NA     NA  88.72297 77.44426
## 2607      NA          NA  94.55152        NA       NA     NA        NA 86.15347
## 137       NA          NA  93.50541        NA       NA     NA        NA 88.18216
## 258       NA          NA  94.32454        NA       NA     NA        NA 84.35775
## 377       NA          NA  92.94979        NA       NA     NA  91.89552 83.63289
## 1581      NA          NA  89.20741        NA       NA     NA        NA       NA
## 1640      NA          NA  93.52545        NA       NA     NA        NA 84.15000
## 2382      NA 0.015300000  93.57692        NA       NA     NA  93.06726 87.62800
## 2503      NA          NA  93.22865        NA       NA     NA        NA 82.11250
## 2622      NA          NA  94.56503        NA       NA     NA        NA       NA
## 69        NA          NA  94.50159  91.17321       NA     NA        NA 85.09289
## 136       NA          NA  93.97869        NA       NA     NA  93.30058 82.93508
## 1101      NA 0.001000000  91.80441        NA       NA     NA  92.09653 80.46348
## 1268      NA 0.004300000  94.00348        NA       NA     NA  93.91826       NA
## 1279      NA 0.011200000  93.75518        NA       NA     NA  93.66236 87.20425
## 1308      NA          NA  94.53213  91.95652       NA     NA        NA 83.94500
## 1324      NA          NA        NA        NA       NA     NA        NA 65.87500
## 1330      NA 0.003200000  96.59922        NA       NA     NA  96.67013 86.39200
## 2104      NA          NA        NA        NA       NA     NA        NA 58.73750
## 2314      NA          NA  99.32500        NA       NA     NA        NA 84.67419
## 2381      NA 0.015200000  94.55788        NA       NA     NA  94.46490 87.22630
## 55        NA 0.002535977  88.73110        NA       NA     NA  89.07068 76.65166
## 1153      NA 0.012300000  87.46688        NA       NA     NA  85.72062 77.41718
## 1439      NA          NA  93.46607        NA       NA     NA        NA 83.37083
## 1617      NA 0.003700000  94.40161        NA       NA     NA  94.40085 88.93425
## 1653  0.2857          NA  68.23000        NA       NA     NA        NA       NA
## 1737      NA 0.015900000  93.02364        NA       NA     NA  92.22500 86.48555
## 1926      NA          NA  97.93180  93.64429       NA     NA  97.02303       NA
## 2300      NA          NA  96.03334        NA       NA     NA  96.62894 87.48000
## 238       NA          NA  95.52349        NA       NA     NA  94.45726 84.29630
## 1077      NA          NA  92.17749        NA       NA     NA  91.60258 82.08792
## 1159      NA          NA  91.44444  85.97333       NA     NA  92.42500 81.26923
## 1253      NA          NA        NA        NA       NA     NA        NA 77.08333
## 1387      NA          NA  92.88182        NA       NA     NA        NA 85.12449
## 1450      NA          NA  92.61600        NA       NA     NA  93.30000       NA
## 1915      NA          NA  97.67414        NA       NA     NA        NA 87.06250
## 2483      NA          NA  94.53750        NA       NA     NA        NA 83.10000
## 612       NA          NA  93.68534        NA       NA     NA  92.98115 86.00874
## 1229      NA          NA  63.51176        NA       NA     NA        NA       NA
## 1231      NA          NA  93.80833  89.65000       NA     NA        NA 84.77778
## 1349      NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 1553      NA 0.004100000  95.84256        NA       NA     NA  96.15044 85.50094
## 1660      NA          NA  97.76081        NA       NA     NA  96.89091 85.97785
## 1663      NA          NA  96.45839  89.18511       NA     NA        NA 83.33727
## 1959      NA          NA  74.97500        NA       NA     NA        NA       NA
## 6121      NA          NA  93.68534        NA       NA     NA  92.98115 86.00874
## 12291     NA          NA  63.51176        NA       NA     NA        NA       NA
## 12311     NA          NA  93.80833  89.65000       NA     NA        NA 84.77778
## 13491     NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 15531     NA 0.004100000  95.84256        NA       NA     NA  96.15044 85.50094
## 16601     NA          NA  97.76081        NA       NA     NA  96.89091 85.97785
## 16631     NA          NA  96.45839  89.18511       NA     NA        NA 83.33727
## 19591     NA          NA  74.97500        NA       NA     NA        NA       NA
## 476       NA          NA  95.72204  91.92871       NA     NA  94.13552 83.94826
## 527       NA          NA  94.58352        NA       NA     NA  93.39670 86.08984
## 576       NA          NA  94.30632  88.33007       NA     NA        NA       NA
## 2047      NA          NA  49.57143        NA       NA     NA        NA       NA
## 2118      NA 0.011400000  95.62362        NA       NA     NA        NA 84.07938
## 2133      NA 0.003800000  97.93993  91.11538       NA     NA  98.01758 86.29387
## 2134      NA          NA  80.00000        NA       NA     NA        NA       NA
## 2139      NA          NA  93.10871        NA       NA     NA        NA 83.94503
## 2181      NA          NA  96.02750        NA       NA     NA        NA 88.50000
## 2190      NA          NA  93.16047  88.67429       NA     NA        NA 84.96429
## 2205      NA 0.011600000  98.48000  99.06671       NA     NA        NA 91.12402
## 2206      NA 0.011800000  91.07606        NA       NA     NA  90.19313 79.34342
## 758       NA 0.002500000  95.57833  86.89595 88.15148     NA        NA 82.20294
## 820       NA          NA        NA  87.61120       NA     NA  89.56336 75.98400
## 1535      NA 0.008800000  95.60069        NA       NA     NA        NA       NA
## 1546      NA 0.001100000  97.56080        NA       NA     NA        NA 89.00365
## 1555      NA 0.006300000  97.28775  87.69129       NA     NA  96.73770       NA
## 1618      NA          NA  96.66250  92.02000       NA     NA  96.31818 85.07369
## 1684      NA 0.015100000  95.64683        NA       NA     NA        NA 79.60417
## 1740      NA 0.010300000  95.88223        NA       NA     NA  89.00000 86.24149
## 1746      NA          NA  95.58750        NA       NA     NA        NA 83.40312
## 2515      NA          NA        NA        NA       NA     NA  87.47573 75.80588
## 2577      NA 0.020400000  94.01914        NA       NA     NA        NA 83.84416
## 537       NA          NA  90.37650        NA       NA     NA        NA 80.39617
## 960       NA 0.001800000  95.56392        NA       NA     NA        NA 86.25000
## 1068      NA          NA  89.27515  85.96415       NA     NA        NA       NA
## 12531     NA          NA        NA        NA       NA     NA        NA 77.08333
## 1301      NA 0.009700000  89.94737  87.14414       NA     NA  90.51466 79.31220
## 1487      NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1508      NA          NA  90.95016  85.91172       NA     NA        NA 79.73671
## 1735      NA          NA  95.06250        NA       NA     NA  93.86153 86.59722
## 2294      NA          NA  98.78571        NA       NA     NA 100.05000 86.79688
## 805       NA          NA  90.30000        NA       NA     NA  90.38421       NA
## 1563      NA 0.011500000  93.35729  85.84211       NA     NA        NA       NA
## 1576      NA          NA  60.70000        NA       NA     NA        NA       NA
## 1578      NA          NA  93.35362        NA 86.56120     NA        NA 84.20000
## 1588      NA          NA        NA        NA       NA     NA        NA 68.66250
## 1606      NA 0.005300000  94.78411        NA       NA     NA        NA 81.32030
## 1644      NA          NA  61.14627        NA       NA     NA        NA       NA
## 1650      NA          NA  92.89253  88.82222       NA     NA        NA 78.25715
## 1655  0.0556          NA  70.58889        NA       NA     NA        NA       NA
## 1679      NA 0.003100000  95.30877        NA       NA     NA        NA 82.05612
## 1698      NA          NA  95.07438        NA       NA     NA        NA 84.59744
## 1712  0.3913          NA  71.31667        NA       NA     NA        NA       NA
## 1722      NA          NA  90.88571        NA       NA     NA  91.69444 81.84667
## 1745      NA 0.023500000  96.43333        NA       NA     NA  98.00884 87.25027
## 2562      NA          NA  88.81589        NA       NA     NA        NA 81.46341
## 366       NA          NA  94.03237  90.22022       NA     NA        NA 85.58121
## 389       NA          NA  95.07292        NA       NA     NA  94.40812 84.62711
## 424       NA          NA        NA        NA       NA     NA  94.06721 86.38689
## 1627      NA          NA  84.52592        NA       NA     NA        NA       NA
## 1668      NA 0.007800000  94.72516  93.10255       NA     NA  91.65000 82.21833
## 2123      NA          NA  60.00000        NA       NA     NA        NA       NA
## 2146      NA 0.008900000 100.32353        NA       NA     NA 100.08842 86.83077
## 21811     NA          NA  96.02750        NA       NA     NA        NA 88.50000
## 231       NA          NA  92.48474  87.36692       NA     NA        NA       NA
## 592       NA          NA  90.92674        NA       NA     NA  90.58714 81.87984
## 813       NA          NA  88.83684        NA       NA     NA        NA 80.54054
## 1088      NA          NA  92.09013  88.51121       NA     NA        NA       NA
## 1449      NA 0.004600000  97.39277        NA       NA     NA  97.20517 89.69802
## 1670      NA          NA  95.64787        NA       NA     NA  95.03540 87.05930
## 1945      NA 0.005900000  97.01168        NA 88.23780     NA  97.28936 81.29771
## 2306      NA          NA  87.06923        NA       NA     NA        NA       NA
## 2527      NA 0.014700000        NA  86.73770       NA     NA  92.37016 78.89370
## 340       NA          NA  94.23678  89.64570       NA     NA  94.84167 83.21114
## 429       NA 0.001790646  93.08629  89.09757       NA     NA  92.67244 80.57012
## 807       NA          NA  98.87399        NA       NA     NA        NA 92.63767
## 9231      NA 0.004600000  93.20407        NA       NA     NA  92.87143 83.21069
## 1867      NA          NA  99.27273        NA       NA     NA        NA       NA
## 1956      NA          NA  88.82500        NA       NA     NA        NA 76.77298
## 2334      NA          NA  87.56429        NA       NA     NA  86.25000 79.40000
## 2450      NA 0.004800000  92.64091        NA       NA     NA  92.75387 83.83878
## 372       NA 0.001883846  93.13102        NA       NA     NA        NA 84.25336
## 412       NA          NA  93.71812  88.85036       NA     NA        NA       NA
## 775       NA          NA  92.35000  90.60000       NA     NA        NA 81.27805
## 1358      NA          NA  90.68000        NA       NA     NA        NA 78.90000
## 1448      NA 0.005500000  93.42727        NA       NA     NA  94.02317 86.65441
## 1899      NA          NA  91.50000  88.80000       NA     NA  92.72667 79.94211
## 1939      NA          NA  81.87500        NA       NA     NA        NA       NA
## 2302      NA 0.071400000  88.92500        NA       NA     NA  89.21154 75.93889
## 347       NA          NA  95.87069        NA       NA     NA  96.26080 86.32324
## 743       NA 0.001000000  98.06691        NA       NA     NA  97.61476 90.42466
## 1374      NA          NA  93.64444        NA       NA     NA        NA 81.66000
## 1376      NA          NA  90.66865        NA       NA     NA  90.78000 85.20000
## 14871     NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1509      NA          NA  94.99487        NA       NA     NA  94.75000 84.05556
## 1874      NA          NA  80.00000        NA       NA     NA        NA       NA
## 2270      NA          NA  92.86506        NA       NA     NA        NA 86.50952
## 711       NA          NA  97.67405        NA       NA     NA  97.66400 88.38862
## 10421     NA          NA  89.50588        NA       NA     NA  88.99722 80.18800
## 1161      NA 0.015200000  91.71333  91.96545       NA     NA        NA       NA
## 1235      NA 0.006600000  95.78936        NA       NA     NA        NA 87.51833
## 1300      NA          NA  70.84000        NA       NA     NA        NA       NA
## 1320      NA 0.005500000  93.99364        NA       NA     NA        NA 82.54433
## 2238      NA          NA        NA  90.21429       NA     NA  93.73334 83.55882
## 2569      NA 0.013600000  94.68361  87.18018       NA     NA  94.33053 82.53421
## 395       NA          NA  92.77449        NA       NA     NA        NA       NA
## 1429      NA          NA  90.65000        NA       NA     NA  90.67586 80.45073
## 1440      NA          NA  95.12500        NA       NA     NA  95.55000 85.40000
## 1443      NA 0.001900000  92.70698        NA       NA     NA  89.65000       NA
## 1474      NA 0.003300000  96.16685        NA 86.91021     NA        NA 83.78667
## 1501      NA 0.003500000  94.47185        NA       NA     NA        NA 86.07500
## 1502      NA          NA  94.44167        NA 87.30000     NA  94.45378 79.31971
## 1504      NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 1516      NA 0.019900000  94.51812  93.10000       NA     NA        NA       NA
## 1922      NA          NA  96.04932        NA       NA     NA        NA 83.67097
## 222       NA          NA  97.04684        NA       NA     NA        NA 87.38872
## 4791      NA          NA  93.22495  88.39167       NA     NA  92.82004 82.31736
## 1254      NA 0.011000000  94.16432        NA       NA     NA  93.34697 88.23524
## 1343      NA          NA        NA        NA       NA     NA        NA 62.65000
## 1671      NA          NA        NA        NA 87.45000     NA  93.76562 85.23924
## 1705      NA          NA  98.30904        NA 89.38788     NA  96.65000 86.70000
## 1719      NA          NA  94.46666        NA       NA     NA  93.92483 84.83365
## 1830      NA          NA  94.00204        NA       NA     NA        NA 82.85384
## 1172      NA          NA  95.13185        NA       NA     NA        NA 86.02941
## 11951     NA 0.002000000  94.89284        NA       NA     NA  93.72105 83.80500
## 1311      NA          NA  95.11336        NA       NA     NA  95.43428 87.48169
## 1313      NA 0.006400000  94.85702        NA       NA     NA  93.94681 84.53884
## 1353      NA          NA  95.34114  82.38572       NA     NA  95.70833       NA
## 1360      NA 0.032300000  89.90000        NA       NA     NA  90.91213       NA
## 1895      NA          NA  96.92928        NA       NA     NA        NA 85.36724
## 1983      NA          NA  74.90000        NA       NA     NA        NA       NA
## 2248      NA          NA  95.22932        NA       NA     NA        NA 83.63130
## 2357      NA          NA  95.71688        NA       NA     NA        NA 86.48000
## 226       NA          NA  97.27721        NA       NA     NA        NA 87.73337
## 480       NA          NA  95.27204  89.27094       NA     NA        NA 83.95015
## 845       NA          NA  92.74722        NA       NA     NA  93.13538 86.65846
## 1552      NA          NA  97.32000        NA       NA     NA  98.13333 84.28666
## 1609      NA 0.011500000  94.91605        NA       NA     NA  93.76712 89.43407
## 1703      NA          NA  64.77500        NA       NA     NA        NA       NA
## 1728      NA          NA  96.58889        NA 90.74702     NA  96.25000 88.40000
## 2145      NA          NA  98.94167        NA       NA     NA        NA 88.05294
## 249       NA          NA  92.60474        NA       NA     NA        NA 80.31952
## 251       NA          NA  93.90438        NA       NA     NA  94.16920 86.94041
## 506       NA 0.005126374  92.06444  87.59907       NA     NA        NA       NA
## 556       NA          NA  90.48876        NA       NA     NA  90.69661 82.89888
## 1208      NA 0.007700000  85.55454        NA       NA     NA  85.46464 76.97160
## 1283      NA 0.004200000  93.09016        NA       NA     NA        NA 81.32596
## 1284      NA          NA  96.47520        NA 87.18333     NA        NA 84.25625
## 2345      NA 0.006800000  85.40482        NA       NA     NA  85.34406 75.63522
## 2565      NA          NA  95.05511        NA       NA     NA  94.71566 86.01368
## 317       NA          NA  93.12915  88.68996       NA     NA  91.88439 81.16541
## 335       NA          NA  94.45150        NA       NA     NA        NA 82.84335
## 663       NA 0.013385973  91.62516        NA       NA     NA  90.26260       NA
## 1333      NA 0.007700000  91.21250  90.90000       NA     NA  90.93207 81.10142
## 1475      NA          NA  94.45800        NA       NA     NA        NA 85.72941
## 19961     NA          NA  63.28334        NA       NA     NA        NA       NA
## 2113      NA 0.006600000  99.66071        NA       NA     NA        NA 89.04574
## 2368      NA          NA        NA        NA       NA     NA  91.58333 77.68970
## 22        NA          NA        NA  92.06219       NA     NA        NA 81.91985
## 63        NA          NA  96.29658        NA       NA     NA        NA       NA
## 168       NA          NA  95.72905        NA       NA     NA  94.39959 85.92516
## 174       NA          NA  97.31097  92.90687       NA     NA        NA       NA
## 673       NA          NA  91.52864  86.74016       NA     NA        NA 83.48825
## 1177      NA 0.003700000  96.66975        NA       NA     NA  96.35401 88.40639
## 1180      NA 0.004000000  96.51726        NA       NA     NA        NA       NA
## 1260      NA          NA  91.38164        NA       NA     NA        NA 77.56800
## 1744      NA 0.024200000  98.32157        NA       NA     NA  97.21428 88.30516
## 1759      NA          NA  95.74352        NA       NA     NA  95.60000 85.36968
## 2222      NA 0.008700000        NA        NA       NA     NA  95.97947 90.62366
## 2362      NA 0.010200000  90.64737        NA       NA     NA  90.67018       NA
## 2530      NA          NA  92.86667        NA       NA     NA        NA 81.13421
## 2600      NA 0.001000000  98.76036        NA       NA     NA  98.08804 87.87984
## 2641      NA          NA  91.67734        NA       NA     NA        NA 80.00794
## 7581      NA 0.002500000  95.57833  86.89595 88.15148     NA        NA 82.20294
## 1178      NA 0.015900000  89.67190        NA       NA     NA  90.18057 77.45971
## 1287      NA          NA  93.17280  86.51428       NA     NA        NA 81.78800
## 1445      NA          NA        NA        NA       NA     NA        NA 73.76250
## 19561     NA          NA  88.82500        NA       NA     NA        NA 76.77298
## 2229      NA 0.005800000  93.38621        NA       NA     NA        NA 83.57037
## 2246      NA          NA  93.52000        NA       NA     NA  93.06777 86.12237
## 2312      NA 0.013400000  91.68889  82.59375       NA     NA  92.35603       NA
## 2412      NA 0.011900000  92.43640        NA       NA     NA        NA 81.09718
## 173       NA          NA  97.02378        NA       NA     NA        NA 86.40454
## 315       NA          NA  98.15457        NA       NA     NA        NA 86.22159
## 376       NA 0.005145946  99.13141        NA       NA     NA        NA       NA
## 1630      NA          NA  83.75000        NA       NA     NA        NA       NA
## 1646      NA          NA  94.15278        NA       NA     NA  93.52676 83.87014
## 1683      NA 0.006600000        NA        NA 88.62210     NA  97.02217 89.03125
## 1891      NA          NA  95.55000        NA       NA     NA  95.82594 84.38977
## 1930      NA          NA        NA  87.52857       NA     NA  91.70714 81.05556
## 2007      NA 0.001000000  94.26666        NA       NA     NA  96.04372 86.38109
## 2252      NA          NA        NA        NA       NA     NA  93.68172 80.91887
## 2471      NA          NA  91.63377        NA       NA     NA        NA 84.11120
## 2511      NA          NA  94.29549        NA       NA     NA        NA 84.20213
## 152       NA          NA  99.57500        NA       NA     NA  99.95531 88.22402
## 307       NA          NA  88.99203        NA       NA     NA  88.87443 79.74874
## 414       NA          NA  98.33935  95.61573       NA     NA  98.61120 88.70589
## 1185      NA 0.013300000  94.09798  84.79630       NA     NA        NA       NA
## 1331      NA 0.005100000  95.72114  92.97746       NA     NA  95.91870       NA
## 1351      NA          NA  93.01111        NA       NA     NA        NA 87.50000
## 1565      NA          NA  67.88889        NA       NA     NA        NA 61.00000
## 1718  0.0294          NA  80.38485        NA       NA     NA        NA       NA
## 1808  0.3030          NA  55.01250        NA       NA     NA        NA       NA
## 2013      NA 0.002200000  93.11322        NA       NA     NA  91.60000 86.92138
## 2031      NA          NA  72.62857        NA       NA     NA        NA       NA
## 2090      NA 0.033900000  92.83143        NA       NA     NA  90.96666 84.72647
## 598       NA          NA  90.12453  85.89722       NA     NA        NA       NA
## 1155      NA          NA  85.44941        NA       NA     NA  85.30000 78.57174
## 13581     NA          NA  90.68000        NA       NA     NA        NA 78.90000
## 1533      NA 0.008300000  93.21273  88.35214       NA     NA        NA 83.33954
## 2025      NA 0.009200000  95.11823  90.13248       NA     NA  95.16279 82.77695
## 2035      NA 0.003400000  93.73379        NA       NA     NA        NA 84.96577
## 2307      NA 0.004600000  92.48899        NA       NA     NA  92.25828 83.14498
## 2498      NA 0.013400000  91.10880  84.87273       NA     NA        NA       NA
## 5321      NA          NA  91.25677  85.48942       NA     NA        NA       NA
## 975       NA          NA  91.34807        NA       NA     NA        NA 81.03807
## 1040      NA          NA  90.80387        NA       NA     NA  90.69865       NA
## 1214      NA          NA  93.52139  88.66065       NA     NA        NA 80.19487
## 1612      NA          NA  62.32857        NA       NA     NA        NA       NA
## 2006      NA          NA  59.21731        NA       NA     NA        NA       NA
## 2338      NA          NA  93.76250  87.20333       NA     NA  93.64375 74.76923
## 2504      NA          NA        NA        NA       NA     NA  88.73409       NA
## 2536      NA          NA  92.45416        NA       NA     NA        NA 81.72941
## 279       NA          NA  95.04828        NA       NA     NA        NA 82.18758
## 351       NA          NA  95.77878  87.72891 85.86118     NA        NA       NA
## 1336      NA          NA  93.34889        NA       NA     NA        NA 84.70192
## 13492     NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 1356      NA 0.009400000  97.60402        NA 87.96614     NA        NA 87.07593
## 1417      NA          NA  91.70545        NA       NA     NA  91.30322 83.77451
## 15091     NA          NA  94.99487        NA       NA     NA  94.75000 84.05556
## 1542      NA 0.007000000        NA  92.22767       NA     NA  93.62870 81.19695
## 2055      NA 0.001800000  95.93546        NA       NA     NA  95.71162 87.10100
## 2273      NA          NA        NA        NA       NA     NA  93.74000 85.50000
## 2499      NA 0.015400000  93.50834        NA       NA     NA  93.32123 82.04898
## 2566      NA 0.006200000  95.32474  90.35000       NA     NA  95.15000 86.38889
## 51        NA 0.003574338  91.93625  85.38991       NA     NA  91.60005       NA
## 365       NA 0.002247411  92.80383        NA 84.94149     NA  92.38604 88.95039
## 552       NA          NA  93.32181        NA 84.27238     NA        NA 81.75242
## 630       NA          NA  93.41707  87.53676       NA     NA  93.23559 83.05162
## 1493      NA          NA  99.64166        NA       NA     NA        NA 82.24000
## 1506      NA 0.005700000 100.70000 100.21284       NA     NA        NA 91.87102
## 1514      NA          NA        NA  87.00000       NA     NA        NA 81.83333
## 1925      NA 0.011900000  95.93301        NA 92.02285     NA  96.13333 85.72456
## 2349      NA 0.004000000  90.90696        NA       NA     NA  91.80000 79.83955
## 2413      NA          NA  90.40000        NA       NA     NA  90.23846       NA
## 2629      NA 0.001800000        NA        NA       NA     NA  88.13419 74.94139
## 48        NA          NA        NA        NA       NA     NA  95.48404       NA
## 246       NA          NA  90.81014        NA       NA     NA  90.34672 79.75824
## 1428      NA          NA  99.02121        NA       NA     NA        NA       NA
## 14872     NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1503      NA 0.013300000  96.97955        NA       NA     NA  97.17244 87.47883
## 16981     NA          NA  95.07438        NA       NA     NA        NA 84.59744
## 1700      NA 0.004800000  86.45205        NA       NA     NA  86.48162 77.84715
## 2169      NA          NA  67.75555        NA       NA     NA        NA       NA
## 2178      NA 0.003300000  92.52620        NA       NA     NA        NA 85.52395
## 2626      NA 0.007100000  95.46864        NA       NA     NA        NA 82.64545
## 3951      NA          NA  92.77449        NA       NA     NA        NA       NA
## 1270      NA          NA        NA  93.90588       NA     NA        NA 87.08571
## 1315      NA          NA  94.74579        NA       NA     NA        NA       NA
## 1381      NA          NA  94.70750        NA       NA     NA        NA 85.17778
## 16531 0.2857          NA  68.23000        NA       NA     NA        NA       NA
## 1661      NA          NA  94.98465        NA       NA     NA  94.44849 85.89000
## 2027      NA 0.018600000  97.11434        NA       NA     NA        NA 88.49128
## 2128      NA 0.010800000  94.94702        NA       NA     NA        NA 84.02615
## 1220      NA 0.029600000        NA        NA       NA     NA  93.44225 85.04666
## 1369      NA          NA        NA        NA       NA     NA        NA 61.86667
## 1392      NA 0.003300000  93.23334        NA       NA     NA  94.28820 86.59954
## 1751      NA          NA  96.96948        NA       NA     NA        NA 88.36093
## 1988      NA 0.003700000  94.92273        NA       NA     NA  94.75625 84.47211
## 2153      NA 0.011500000  95.71865        NA       NA     NA        NA 85.84912
## 2167      NA          NA  95.17770        NA       NA     NA        NA       NA
## 2437      NA          NA  86.57400        NA       NA     NA        NA 78.77778
## 2454      NA          NA  91.33803        NA       NA     NA  90.49167 82.76250
## 2578      NA 0.004000000        NA  93.06764       NA     NA  98.68647       NA
## 1097      NA 0.001500000  90.69800        NA 84.44000     NA  90.92500 86.53265
## 1209      NA          NA        NA        NA       NA     NA  92.25454 80.61667
## 1335      NA          NA  94.10494        NA       NA     NA        NA 80.64000
## 1975      NA 0.022700000  94.43403        NA       NA     NA        NA 87.25792
## 2187      NA 0.004300000  94.43490  88.58333       NA     NA        NA 81.02888
## 2259      NA          NA  95.76428        NA       NA     NA        NA 86.10371
## 2341      NA          NA  93.83231        NA       NA     NA        NA 79.32297
## 2453      NA          NA  91.56563        NA       NA     NA  91.57960 82.86585
## 2522      NA 0.009000000  88.53849        NA       NA     NA        NA 83.63765
## 574       NA          NA        NA  82.26025       NA     NA  86.68522       NA
## 590       NA          NA  93.53168        NA       NA     NA        NA 85.34225
## 983       NA 0.002400000  95.68301        NA 85.56798     NA  92.53750 88.66332
## 1013      NA 0.003500000  90.42410  85.98944       NA     NA  89.89630       NA
## 2076      NA          NA  72.50204        NA       NA     NA        NA       NA
## 2158      NA          NA  94.65000        NA       NA     NA  94.07500 84.04286
## 2177      NA          NA        NA        NA       NA     NA  94.92391 85.21941
## 2324      NA 0.005000000  94.47221        NA       NA     NA  88.80000 86.17994
## 182       NA          NA        NA  92.87471       NA     NA  92.39732 84.29895
## 212       NA          NA  95.87752  92.40219       NA     NA  95.25908       NA
## 333       NA          NA  93.37123        NA       NA     NA  92.11949 82.24881
## 609       NA          NA  91.88048        NA       NA     NA        NA       NA
## 1162      NA          NA  95.76596  88.92102       NA     NA  95.47978       NA
## 1286      NA 0.007100000  96.00000        NA       NA     NA  96.04501 87.73871
## 1426      NA 0.000900000  96.54727        NA       NA     NA  96.70916       NA
## 1611      NA 0.005500000  97.89011        NA       NA     NA  97.41911 87.97143
## 1882      NA 0.013200000  93.48668        NA       NA     NA        NA 82.93880
## 1958      NA 0.004200000  98.95841        NA       NA     NA  98.88027 91.61118
## 2038      NA 0.010800000  97.25995        NA 89.63066     NA        NA 89.53793
## 2467      NA 0.010900000  94.00000        NA       NA     NA  93.66661 88.56535
## 756       NA          NA  90.47408        NA       NA     NA        NA 81.68889
## 780       NA 0.001900000  95.26243        NA       NA     NA        NA 83.38425
## 991       NA 0.001100000        NA        NA       NA     NA  92.08832 83.97032
## 1305      NA 0.003900000  96.98750        NA       NA     NA        NA 90.16667
## 1373      NA          NA  66.22500        NA       NA     NA        NA       NA
## 1459      NA          NA  93.58790  90.49600       NA     NA        NA 85.19221
## 1594      NA          NA  49.57619        NA       NA     NA        NA       NA
## 1860      NA          NA  77.60000        NA       NA     NA        NA       NA
## 613       NA          NA  94.09957        NA       NA     NA  93.93087 83.49453
## 1108      NA          NA  93.99134        NA       NA     NA  93.45449 84.69105
## 2279      NA          NA  95.75778        NA       NA     NA        NA 83.48500
## 2310      NA          NA  69.15455        NA       NA     NA        NA       NA
## 2333      NA 0.016000000  91.49693        NA       NA     NA  88.85000       NA
## 2348      NA          NA        NA        NA       NA     NA  89.13620       NA
## 2372      NA 0.024900000        NA        NA       NA     NA  92.34413 84.39132
## 2526      NA          NA        NA        NA       NA     NA  94.45334 86.17143
## 2574      NA          NA  93.97097  87.04286       NA     NA  94.33333 80.68421
## 111       NA          NA  85.86123        NA       NA     NA  86.59740 77.64666
## 1438      NA          NA  95.20455        NA       NA     NA  95.38667 87.20000
## 15041     NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 1811      NA          NA  73.92449        NA       NA     NA  88.50000       NA
## 2092      NA          NA  95.76923  93.38139       NA     NA  95.07895 82.39524
## 2131      NA          NA  61.97879        NA       NA     NA        NA       NA
## 2410      NA          NA  93.43333        NA       NA     NA        NA       NA
## 2539      NA 0.018900000  94.01855        NA       NA     NA        NA       NA
## 1111      NA          NA  85.86123        NA       NA     NA  86.59740 77.64666
## 14381     NA          NA  95.20455        NA       NA     NA  95.38667 87.20000
## 15042     NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 18111     NA          NA  73.92449        NA       NA     NA  88.50000       NA
## 20921     NA          NA  95.76923  93.38139       NA     NA  95.07895 82.39524
## 21311     NA          NA  61.97879        NA       NA     NA        NA       NA
## 24101     NA          NA  93.43333        NA       NA     NA        NA       NA
## 25391     NA 0.018900000  94.01855        NA       NA     NA        NA       NA
## 529       NA          NA  92.28572        NA       NA     NA        NA       NA
## 638       NA 0.005600000        NA        NA       NA     NA  94.03068 86.69714
## 951       NA 0.004700000  92.59129  84.66667 84.85663     NA        NA 83.81081
## 1505      NA          NA  96.55584        NA       NA     NA        NA       NA
## 1614      NA          NA  95.20289  88.96078       NA     NA        NA 84.32286
## 1927      NA 0.002700000  92.38621  90.11913       NA     NA  92.00069       NA
## 2481      NA 0.008900000  92.05287        NA       NA     NA        NA 80.07277
## 2590      NA 0.009400000  95.83620  89.44928       NA     NA        NA       NA
## 467       NA          NA  93.95523        NA       NA     NA        NA 88.75045
##         vCU_sc   vKC_sc   vEP_sc   vCH_sc vSC_sc   vKN_sc     FA_X_sc
## 479         NA       NA       NA 85.13644     NA       NA  -5.0297075
## 532   78.42673       NA       NA 84.12735     NA       NA   5.2478820
## 1032  82.56710       NA       NA 84.52335     NA       NA          NA
## 1042        NA       NA       NA 84.23864     NA       NA   8.8560785
## 1047  74.28182       NA       NA 83.23500     NA       NA   3.7902438
## 1964        NA       NA       NA 86.40000     NA       NA  -4.0049466
## 2148  63.88889       NA 42.84545       NA     NA       NA  -5.2130814
## 2154        NA       NA 51.66000       NA     NA       NA  -4.2013998
## 2192        NA       NA       NA 85.14000     NA       NA          NA
## 2241        NA       NA       NA 88.78378     NA       NA  -8.7521174
## 447         NA       NA       NA       NA     NA       NA  -6.5950881
## 490         NA 76.76105       NA 85.51531     NA       NA   5.8804569
## 496   73.35211       NA       NA 79.53403     NA       NA   5.3512106
## 923         NA 80.60000       NA 88.59259     NA       NA  -2.3483778
## 1038  77.92034       NA       NA 87.39540     NA       NA   3.2409258
## 1960        NA       NA 49.14444       NA     NA       NA          NA
## 1984        NA       NA       NA       NA     NA       NA  -4.8988364
## 1996        NA       NA 46.62727       NA     NA       NA  -3.6276833
## 2009        NA       NA       NA 84.92500     NA       NA  -7.2959000
## 2051        NA       NA       NA       NA     NA       NA  -7.5407794
## 2085  84.86667       NA       NA       NA     NA       NA  -4.7192522
## 342         NA       NA       NA 86.31949     NA       NA  -5.0854723
## 362         NA       NA       NA       NA     NA       NA  -5.0538803
## 896   73.35000       NA       NA 87.59000     NA       NA  -2.4649485
## 1195        NA       NA       NA 89.11429     NA       NA  -2.8723260
## 1389        NA       NA       NA       NA     NA       NA  -3.3213515
## 1393  77.18182       NA       NA       NA     NA       NA  -3.4633335
## 1463        NA       NA       NA 84.66339     NA       NA  -3.4559650
## 1767        NA       NA       NA 84.32500     NA       NA  -3.0340540
## 2587        NA       NA       NA       NA     NA       NA          NA
## 2607        NA       NA       NA 86.76667     NA       NA   4.5790152
## 137   81.88513       NA       NA 89.11603     NA       NA  -5.7836095
## 258         NA 76.74409       NA 85.38727     NA       NA  -4.7017261
## 377         NA       NA       NA 83.57850     NA       NA  -7.4871562
## 1581        NA       NA 52.74000       NA     NA       NA  -8.4362963
## 1640  80.88611       NA       NA       NA     NA       NA  -5.9974543
## 2382  82.39484       NA       NA       NA     NA       NA   3.8986877
## 2503  78.82891       NA       NA       NA     NA       NA   0.9951326
## 2622  82.96806       NA       NA 87.32500     NA       NA   2.2593567
## 69          NA       NA       NA       NA     NA       NA  -7.1562514
## 136   80.26201       NA       NA 88.22035     NA       NA  -3.5617165
## 1101        NA       NA       NA 81.15080     NA       NA   5.4867332
## 1268        NA 78.23147       NA 85.52110     NA       NA  -5.4461486
## 1279        NA       NA       NA 86.38494     NA       NA  -6.6726521
## 1308        NA 76.52955       NA       NA     NA       NA  -1.5786345
## 1324        NA       NA       NA       NA     NA       NA          NA
## 1330  79.42476       NA       NA 90.32832     NA       NA  -3.2544647
## 2104        NA       NA       NA 60.45000     NA       NA          NA
## 2314        NA       NA       NA       NA     NA       NA   4.8491665
## 2381  80.21500       NA       NA       NA     NA       NA   2.8952056
## 55    65.86380       NA       NA 79.09796     NA       NA  -6.3175532
## 1153  78.90000       NA       NA 77.35000     NA       NA -10.1756491
## 1439        NA       NA       NA       NA     NA       NA  -4.3573213
## 1617  79.78747       NA       NA 87.58889     NA       NA  -4.9830447
## 1653  58.30000       NA       NA       NA     NA       NA  -6.0884998
## 1737        NA       NA       NA 86.77232     NA       NA  -8.3963591
## 1926  80.63611       NA       NA 89.27738     NA       NA  -4.6509170
## 2300  81.76667       NA       NA       NA     NA       NA  -7.4250832
## 238   78.66540       NA       NA 91.24793     NA       NA  -4.7911288
## 1077  78.07678       NA       NA 87.49189     NA       NA  -0.3544069
## 1159        NA       NA       NA       NA     NA       NA  -0.4866667
## 1253        NA       NA       NA       NA     NA       NA          NA
## 1387        NA       NA       NA 85.99460     NA       NA  -7.5460226
## 1450        NA       NA       NA 86.28889     NA       NA  -7.4144000
## 1915        NA       NA       NA 84.85000     NA       NA  -6.3587931
## 2483        NA       NA       NA       NA     NA       NA   7.7712498
## 612   74.32741       NA       NA 85.92734     NA       NA   4.1625413
## 1229        NA       NA       NA       NA     NA       NA  -3.2635294
## 1231  78.23077       NA       NA 87.57500     NA       NA  -4.4487499
## 1349        NA       NA       NA 85.27708     NA       NA  -8.1850004
## 1553        NA       NA       NA 87.92500     NA       NA  -4.5824944
## 1660        NA       NA       NA 90.90000     NA       NA  -7.4766219
## 1663        NA       NA       NA 89.67688     NA       NA  -2.6569581
## 1959        NA       NA 58.30000       NA     NA       NA  -7.2845249
## 6121  74.32741       NA       NA 85.92734     NA       NA   4.1625413
## 12291       NA       NA       NA       NA     NA       NA  -3.2635294
## 12311 78.23077       NA       NA 87.57500     NA       NA  -4.4487499
## 13491       NA       NA       NA 85.27708     NA       NA  -8.1850004
## 15531       NA       NA       NA 87.92500     NA       NA  -4.5824944
## 16601       NA       NA       NA 90.90000     NA       NA  -7.4766219
## 16631       NA       NA       NA 89.67688     NA       NA  -2.6569581
## 19591       NA       NA 58.30000       NA     NA       NA  -7.2845249
## 476         NA       NA       NA 89.34089     NA       NA  -6.4197750
## 527   80.17837       NA       NA       NA     NA       NA   4.2382395
## 576   78.89109       NA       NA 87.17369     NA       NA   3.6264155
## 2047        NA       NA       NA       NA     NA       NA   4.8421860
## 2118  79.90000       NA       NA 87.80421     NA       NA  -7.1211022
## 2133        NA       NA       NA 90.26910     NA       NA  -5.6807641
## 2134        NA       NA       NA       NA     NA       NA  -5.0220455
## 2139        NA       NA       NA 91.73334     NA       NA  -3.1247615
## 2181        NA       NA       NA       NA     NA       NA  -4.9041500
## 2190  79.98529       NA       NA 84.25000     NA       NA  -2.2770852
## 2205        NA       NA       NA       NA     NA       NA  -3.2752800
## 2206        NA       NA       NA 86.22683     NA       NA  -6.1490819
## 758   74.74167       NA       NA       NA     NA       NA  -2.7670391
## 820   74.71743       NA       NA 79.70446     NA       NA          NA
## 1535  79.05093       NA       NA       NA     NA       NA  -2.5466896
## 1546  85.77900       NA       NA       NA     NA       NA  -3.9581010
## 1555        NA       NA       NA 89.01824     NA       NA  -6.4553061
## 1618        NA       NA       NA       NA     NA       NA  -6.5149999
## 1684        NA 78.72066       NA       NA     NA       NA  -2.6887342
## 1740        NA       NA       NA 89.05000     NA       NA  -3.3316667
## 1746        NA       NA       NA 90.10000     NA       NA  -4.2437500
## 2515        NA       NA       NA       NA     NA       NA          NA
## 2577        NA       NA       NA 90.62059     NA       NA   2.5055776
## 537         NA       NA       NA 81.42107     NA       NA   4.0679942
## 960         NA 80.22929       NA 74.59798     NA       NA  -2.2672372
## 1068  71.87229       NA       NA 79.62766     NA       NA   7.9045455
## 12531       NA       NA       NA       NA     NA       NA          NA
## 1301        NA       NA       NA 83.89000     NA       NA  -7.3342108
## 1487  78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1508        NA       NA       NA       NA     NA       NA  -1.2568254
## 1735  79.28334       NA       NA 85.98334     NA       NA  -6.4640627
## 2294        NA       NA       NA       NA     NA       NA  -5.0145714
## 805   77.38636       NA       NA 85.37368     NA       NA  -3.8365216
## 1563        NA 79.58400       NA 85.67174     NA       NA  -6.5428857
## 1576        NA       NA       NA       NA     NA       NA  -1.6975001
## 1578        NA       NA       NA       NA     NA       NA  -8.4384058
## 1588  56.45000       NA       NA       NA     NA       NA          NA
## 1606        NA 79.55000       NA 89.97360     NA       NA  -4.4588409
## 1644  63.40000       NA       NA       NA     NA       NA  -3.3038806
## 1650        NA       NA       NA       NA     NA       NA  -4.5717910
## 1655        NA       NA       NA       NA     NA       NA  -1.7700000
## 1679        NA       NA       NA 88.96129     NA       NA  -3.9069299
## 1698        NA       NA       NA 87.24146     NA       NA  -5.0807440
## 1712        NA       NA 43.14706       NA     NA       NA  -3.6066666
## 1722        NA       NA       NA 82.17143     NA       NA  -4.1661905
## 1745        NA       NA       NA 90.14571     NA       NA  -8.2416668
## 2562        NA       NA       NA 82.85364     NA       NA   6.4684488
## 366   81.65537       NA       NA 86.12457     NA       NA  -4.6647261
## 389         NA       NA       NA 88.71040     NA       NA  -4.9369284
## 424   82.19309       NA       NA       NA     NA       NA          NA
## 1627        NA       NA 63.20000       NA     NA       NA  -2.5303704
## 1668        NA 76.48847       NA 82.90000     NA       NA  -2.1146202
## 2123        NA       NA       NA       NA     NA       NA  -7.1387831
## 2146        NA       NA       NA 91.35556     NA       NA  -4.2165294
## 21811       NA       NA       NA       NA     NA       NA  -4.9041500
## 231   71.98229       NA       NA 84.05609     NA       NA  -3.2565808
## 592         NA       NA       NA 85.24922     NA       NA   8.8914446
## 813   72.65000       NA       NA 79.51428     NA       NA  -6.5657895
## 1088  76.27273       NA       NA 82.09828     NA       NA   6.4593630
## 1449        NA       NA       NA 90.05611     NA       NA  -6.8118551
## 1670        NA       NA       NA 88.90064     NA       NA  -4.5538034
## 1945        NA       NA       NA       NA     NA       NA  -5.2201387
## 2306  73.30000       NA       NA 73.65000     NA       NA   8.3053847
## 2527        NA       NA       NA 80.72919     NA       NA          NA
## 340         NA       NA       NA       NA     NA       NA  -0.4537656
## 429   76.71258       NA       NA 84.99414     NA       NA  -3.5093428
## 807   83.44375       NA       NA 92.01299     NA       NA  -5.9810539
## 9231        NA 80.60000       NA 88.59259     NA       NA  -2.3483778
## 1867  83.48333       NA       NA 90.68000     NA       NA  -7.8363634
## 1956  71.01667       NA       NA 83.35000     NA       NA  -1.8570667
## 2334  70.00000       NA       NA       NA     NA       NA   1.4692857
## 2450        NA       NA       NA 87.78957     NA       NA   8.1440911
## 372         NA 76.17546       NA       NA     NA       NA  -1.9373131
## 412   83.28506       NA       NA 86.77808     NA       NA  -6.0472530
## 775   75.43077       NA       NA 82.36364     NA       NA  -3.4894738
## 1358  73.50000       NA       NA 84.85714     NA       NA  -4.9660000
## 1448        NA       NA       NA 85.79231     NA       NA  -4.7154544
## 1899  74.70000       NA       NA 86.50000     NA       NA  -6.3099999
## 1939  39.30000       NA 43.10371       NA     NA       NA  -3.5840437
## 2302        NA       NA       NA       NA     NA       NA   7.9933332
## 347         NA       NA       NA       NA     NA       NA  -8.2687863
## 743   83.72405       NA       NA 91.81799     NA       NA  -6.7735033
## 1374        NA       NA       NA       NA     NA       NA  -2.1488889
## 1376  77.71569       NA       NA 79.59194     NA       NA  -1.4332836
## 14871 78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1509        NA       NA       NA 87.85714     NA       NA  -3.3066668
## 1874        NA       NA 61.46316       NA     NA       NA  -7.5528570
## 2270        NA       NA       NA 77.40244     NA       NA  -3.6382433
## 711         NA 83.43011       NA 89.83895     NA       NA  -7.5138673
## 10421       NA       NA       NA 84.23864     NA       NA   8.8560785
## 1161        NA 82.24518       NA       NA     NA       NA  -5.6996668
## 1235  83.86325       NA       NA       NA     NA       NA  -4.6866225
## 1300        NA       NA       NA       NA     NA       NA  -7.6239998
## 1320        NA       NA       NA 87.71237     NA       NA  -7.0703181
## 2238        NA       NA       NA 88.91765     NA       NA          NA
## 2569        NA       NA       NA 88.10000     NA       NA   7.0852951
## 395         NA       NA       NA 82.53656     NA       NA  -5.1562613
## 1429        NA       NA       NA 83.02727     NA       NA -10.9379543
## 1440        NA       NA       NA       NA     NA       NA  -2.2487500
## 1443  84.23958       NA       NA 84.53003     NA       NA  -4.0417276
## 1474        NA       NA       NA       NA     NA       NA  -5.6877765
## 1501        NA       NA       NA 88.86452     NA       NA  -7.6612594
## 1502        NA       NA       NA       NA     NA       NA  -8.2191663
## 1504        NA       NA       NA       NA     NA       NA  -4.5894735
## 1516  80.12941       NA       NA       NA     NA       NA  -0.8132215
## 1922        NA       NA       NA       NA     NA       NA  -3.4034246
## 222   80.36967       NA       NA 85.94244     NA       NA  -4.5744012
## 4791        NA       NA       NA 85.13644     NA       NA  -5.0297075
## 1254  79.18221       NA       NA 86.84348     NA       NA  -4.6522535
## 1343  54.40000       NA       NA       NA     NA       NA          NA
## 1671        NA       NA       NA       NA     NA       NA          NA
## 1705  82.77273       NA       NA       NA     NA       NA  -5.7468957
## 1719        NA       NA       NA       NA     NA       NA  -5.5607577
## 1830        NA       NA       NA 83.24000     NA       NA  -4.2887754
## 1172  77.18182       NA       NA       NA     NA       NA  -4.1438517
## 11951       NA       NA       NA 89.11429     NA       NA  -2.8723260
## 1311  84.13944       NA       NA       NA     NA       NA  -2.7958289
## 1313        NA       NA       NA 87.91270     NA       NA  -2.8239541
## 1353        NA       NA       NA 83.70930     NA       NA  -8.0454952
## 1360  77.65268       NA       NA 86.98125     NA       NA  -6.3100001
## 1895        NA       NA       NA 89.66111     NA       NA  -2.6280179
## 1983        NA       NA 56.32381       NA     NA       NA  -4.9046998
## 2248        NA       NA       NA 91.72934     NA       NA  -4.0547792
## 2357  82.50000       NA       NA 84.02000     NA       NA   9.2800003
## 226         NA       NA       NA 81.57428     NA       NA  -4.2312539
## 480         NA       NA       NA 85.96208     NA       NA  -4.9947579
## 845   80.03089       NA       NA 87.23306     NA       NA  -6.1173613
## 1552        NA       NA       NA 88.05000     NA       NA  -7.9087693
## 1609  82.44597       NA       NA 87.23290     NA       NA  -6.1903688
## 1703  55.45000       NA       NA       NA     NA 59.84286  -7.1900001
## 1728        NA       NA       NA       NA     NA       NA  -7.5313334
## 2145        NA       NA       NA 91.70000     NA       NA  -5.6929582
## 249   75.85863       NA       NA 85.91659     NA       NA  -5.8127728
## 251   85.31686       NA       NA       NA     NA       NA  -5.6188216
## 506   78.85744       NA       NA       NA     NA       NA   4.3518989
## 556         NA       NA       NA 81.73782     NA       NA   5.2141008
## 1208        NA       NA       NA 80.24821     NA       NA  -8.5454545
## 1283        NA       NA       NA       NA     NA       NA  -8.6461622
## 1284  81.47972       NA       NA       NA     NA       NA  -7.3302372
## 2345        NA       NA       NA 72.65035     NA       NA   9.7585545
## 2565        NA       NA       NA       NA     NA       NA   5.5255102
## 317         NA       NA       NA 87.03422     NA       NA  -4.1511127
## 335         NA       NA       NA       NA     NA       NA  -5.1161064
## 663   76.51779       NA       NA 82.87608     NA       NA   6.4098446
## 1333        NA       NA       NA 83.00000     NA       NA  -5.4110712
## 1475        NA       NA       NA 85.04545     NA       NA  -4.1994000
## 19961       NA       NA 46.62727       NA     NA       NA  -3.6276833
## 2113  82.12326       NA       NA       NA     NA       NA  -2.1258123
## 2368        NA       NA       NA 84.06956     NA       NA          NA
## 22          NA 84.03416       NA       NA     NA       NA          NA
## 63          NA 79.90302       NA       NA     NA       NA  -3.7689101
## 168         NA       NA       NA 87.52112     NA       NA  -3.0203157
## 174   80.96179       NA       NA       NA     NA       NA  -4.1666213
## 673   77.77415       NA       NA 82.91898     NA       NA   2.1187906
## 1177        NA       NA       NA 90.75625     NA       NA  -6.4512012
## 1180        NA 86.07656       NA       NA     NA       NA  -6.8534188
## 1260        NA       NA       NA 80.13239     NA       NA  -6.7257142
## 1744        NA       NA       NA       NA     NA       NA  -6.7060783
## 1759  77.71200       NA       NA 85.21395     NA       NA  -4.6977996
## 2222        NA       NA       NA       NA     NA       NA          NA
## 2362  74.62453       NA       NA 79.60000     NA       NA   1.8280262
## 2530  80.20000       NA       NA       NA     NA       NA   2.0660606
## 2600        NA       NA       NA 92.15000     NA       NA   6.8749112
## 2641        NA       NA       NA 82.03571     NA       NA   7.5061509
## 7581  74.74167       NA       NA       NA     NA       NA  -2.7670391
## 1178        NA       NA       NA 82.26667     NA       NA  -6.8792382
## 1287  76.72667       NA       NA 80.01585     NA       NA  -4.3970000
## 1445        NA       NA       NA 78.50000     NA       NA          NA
## 19561 71.01667       NA       NA 83.35000     NA       NA  -1.8570667
## 2229        NA       NA       NA 87.05843     NA       NA  -8.2351722
## 2246        NA       NA       NA 86.78334     NA       NA  -8.5118998
## 2312        NA 76.40897       NA 75.13478     NA       NA   3.0877779
## 2412        NA       NA       NA 82.37360     NA       NA   6.2445395
## 173   80.47395       NA       NA 90.31556     NA       NA  -2.9569122
## 315         NA       NA       NA 88.70443     NA       NA  -3.5381622
## 376         NA 85.78254       NA       NA     NA       NA  -3.1434742
## 1630        NA       NA 49.41250       NA     NA       NA  -4.5850000
## 1646        NA       NA       NA 89.17500     NA       NA  -6.4369443
## 1683        NA       NA       NA       NA     NA       NA          NA
## 1891        NA       NA       NA 88.20000     NA       NA  -5.5316664
## 1930        NA       NA       NA 82.93334     NA       NA          NA
## 2007        NA       NA       NA       NA     NA       NA  -5.0220334
## 2252        NA       NA       NA 88.20000     NA       NA          NA
## 2471        NA       NA       NA 91.28205     NA       NA   3.3424675
## 2511  78.29583       NA       NA       NA     NA       NA   2.6106306
## 152         NA       NA       NA       NA     NA       NA  -4.6773890
## 307         NA       NA       NA       NA     NA       NA  -2.7677858
## 414         NA       NA       NA       NA     NA       NA  -4.8324809
## 1185        NA 80.48518       NA 87.18158     NA       NA  -6.7093397
## 1331  77.81111       NA       NA 87.30685     NA       NA  -5.1858389
## 1351  79.65000       NA       NA 86.63333     NA       NA  -5.6977776
## 1565  53.20500       NA 42.90000       NA     NA       NA  -5.0622224
## 1718        NA       NA       NA 73.90000     NA       NA  -5.2045455
## 1808  40.40000       NA 44.43750       NA     NA       NA  -5.6187501
## 2013  80.84667       NA       NA 86.83878     NA       NA  -2.5307423
## 2031        NA       NA 56.45000       NA     NA       NA  -4.7201571
## 2090        NA       NA       NA 86.44118     NA       NA  -8.6457284
## 598   77.49036       NA       NA 81.96705     NA       NA   6.4552378
## 1155        NA       NA       NA       NA     NA       NA  -8.0239997
## 13581 73.50000       NA       NA 84.85714     NA       NA  -4.9660000
## 1533        NA       NA       NA 86.88378     NA       NA  -2.9690455
## 2025  73.80000       NA       NA 88.31395     NA       NA  -2.1449441
## 2035        NA       NA       NA 87.46774     NA       NA  -5.4376353
## 2307        NA       NA       NA 85.86285     NA       NA   9.2842203
## 2498  74.18750       NA       NA 82.80862     NA       NA   4.7652830
## 5321  78.42673       NA       NA 84.12735     NA       NA   5.2478820
## 975   77.46838       NA       NA 83.71871     NA       NA  -4.7090592
## 1040  74.86111       NA       NA 83.93169     NA       NA   2.7078710
## 1214        NA       NA       NA       NA     NA       NA  -4.8705780
## 1612        NA       NA       NA       NA     NA       NA  -9.1167859
## 2006        NA       NA       NA       NA     NA       NA  -4.0483846
## 2338        NA       NA       NA 81.63636     NA       NA   3.3437500
## 2504  80.06881       NA       NA       NA     NA       NA          NA
## 2536  75.25000       NA       NA 83.64286     NA       NA   5.4825001
## 279         NA       NA       NA 85.05044     NA       NA  -5.1487035
## 351         NA       NA       NA       NA     NA       NA  -4.6355635
## 1336        NA       NA       NA 87.36667     NA       NA  -2.3524445
## 13492       NA       NA       NA 85.27708     NA       NA  -8.1850004
## 1356        NA       NA       NA       NA     NA       NA  -6.0134768
## 1417        NA       NA       NA 84.54545     NA       NA  -3.3485454
## 15091       NA       NA       NA 87.85714     NA       NA  -3.3066668
## 1542        NA       NA       NA       NA     NA       NA          NA
## 2055  82.18400       NA       NA 88.44455     NA       NA  -5.4604782
## 2273        NA       NA       NA       NA     NA       NA          NA
## 2499        NA       NA       NA 87.63091     NA       NA   9.0670369
## 2566        NA       NA       NA 88.25898     NA       NA   7.4017422
## 51    74.83718       NA       NA 80.13518     NA       NA  -7.6504101
## 365         NA       NA       NA       NA     NA       NA  -7.1210972
## 552         NA       NA       NA       NA     NA       NA   0.5482774
## 630         NA       NA       NA       NA     NA       NA   8.4841608
## 1493        NA       NA       NA       NA     NA       NA  -7.1958332
## 1506        NA       NA       NA       NA     NA       NA  -2.6719999
## 1514        NA       NA       NA       NA     NA       NA          NA
## 1925        NA       NA       NA       NA     NA       NA  -5.4034475
## 2349        NA       NA       NA       NA     NA       NA   3.1058973
## 2413        NA       NA       NA 76.85000     NA       NA   4.9540001
## 2629        NA       NA       NA 82.15417     NA       NA          NA
## 48    84.28687       NA       NA       NA     NA       NA          NA
## 246         NA       NA       NA       NA     NA       NA -11.1957399
## 1428        NA       NA       NA 89.27778     NA       NA  -4.5866665
## 14872 78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1503        NA       NA       NA       NA     NA       NA  -2.4082954
## 16981       NA       NA       NA 87.24146     NA       NA  -5.0807440
## 1700        NA       NA       NA       NA     NA       NA  -7.3126846
## 2169  61.90000       NA 62.40000       NA     NA       NA  -3.3670777
## 2178  84.36522       NA       NA 78.58462     NA       NA  -4.5779210
## 2626        NA       NA       NA 85.63605     NA       NA  10.1914810
## 3951        NA       NA       NA 82.53656     NA       NA  -5.1562613
## 1270  81.06667       NA       NA       NA     NA       NA          NA
## 1315  81.62043       NA       NA 89.50000     NA       NA  -3.8456076
## 1381        NA       NA       NA 87.58182     NA       NA  -7.1242500
## 16531 58.30000       NA       NA       NA     NA       NA  -6.0884998
## 1661  80.36000       NA       NA 85.54810     NA       NA  -2.6310966
## 2027  83.31667       NA       NA 89.53428     NA       NA  -5.4224570
## 2128        NA       NA       NA 85.89462     NA       NA  -5.5502430
## 1220        NA       NA       NA 86.75102     NA       NA          NA
## 1369        NA       NA       NA 71.75555     NA       NA          NA
## 1392        NA       NA       NA       NA     NA       NA  -5.1016668
## 1751        NA       NA       NA 89.10000     NA       NA  -5.8712534
## 1988        NA       NA       NA       NA     NA       NA  -2.9109696
## 2153        NA       NA       NA 79.76283     NA       NA  -1.7196584
## 2167  82.92364       NA       NA 85.82031     NA       NA  -5.2870878
## 2437  76.00000       NA       NA 79.08152     NA       NA   4.5920001
## 2454  79.31470       NA       NA 76.06818     NA       NA   1.9194366
## 2578        NA       NA       NA       NA     NA       NA          NA
## 1097  73.35972       NA       NA 84.62000     NA       NA   0.4293128
## 1209        NA       NA       NA       NA     NA       NA          NA
## 1335  72.60000       NA       NA 88.20000     NA       NA  -3.5541975
## 1975  83.15714       NA       NA       NA     NA       NA  -3.4155763
## 2187        NA       NA       NA 84.94666     NA       NA  -5.2468330
## 2259  79.96666       NA       NA       NA     NA       NA  -3.7417856
## 2341        NA       NA       NA 84.79091     NA       NA   6.5095384
## 2453        NA       NA       NA 84.70000     NA       NA   6.1480470
## 2522  80.50986       NA       NA       NA     NA       NA  -0.5899061
## 574   71.31518       NA       NA 78.60770     NA       NA          NA
## 590         NA       NA       NA 84.14214     NA       NA   6.8317540
## 983         NA 80.31173       NA       NA     NA       NA  -3.8036766
## 1013  77.79737       NA       NA 83.79441     NA       NA   5.8859789
## 2076        NA       NA 39.20000       NA     NA       NA  -3.4570001
## 2158        NA       NA       NA       NA     NA       NA  -8.7330503
## 2177        NA       NA       NA 88.80000     NA       NA          NA
## 2324        NA       NA       NA       NA     NA       NA   5.4110687
## 182   82.65959       NA       NA 81.80261     NA       NA          NA
## 212   82.68449       NA       NA 89.63360     NA       NA  -4.8602021
## 333   79.40380       NA       NA 84.32088     NA       NA  -5.6788252
## 609   79.41834       NA       NA 80.70217     NA       NA   4.9361398
## 1162  81.00811       NA       NA 87.26667     NA       NA  -2.5763830
## 1286  82.65695       NA       NA       NA     NA       NA  -3.8599999
## 1426  81.29395       NA       NA       NA     NA       NA  -1.9739286
## 1611        NA       NA       NA 88.94237     NA       NA  -7.4713188
## 1882        NA       NA       NA 83.31707     NA       NA  -7.3544272
## 1958        NA 89.42540       NA 89.16184     NA       NA  -7.6845044
## 2038        NA       NA       NA       NA     NA       NA  -6.8227129
## 2467        NA       NA       NA 89.90000     NA       NA   4.6700001
## 756   76.75000       NA       NA 80.08000     NA       NA  -5.7848149
## 780         NA 74.75724       NA 79.85273     NA       NA  -3.6689976
## 991         NA       NA       NA 87.67378     NA       NA          NA
## 1305  85.46189       NA       NA 89.40789     NA       NA  -4.0978247
## 1373        NA       NA       NA       NA     NA       NA   0.0887500
## 1459        NA       NA       NA 84.32927     NA       NA  -4.2187690
## 1594  46.47500       NA       NA       NA     NA       NA   0.5276190
## 1860        NA       NA 53.62442       NA     NA       NA  -3.8000000
## 613         NA       NA       NA 87.08589     NA       NA   5.6250285
## 1108  74.22230       NA       NA 86.21707     NA       NA   0.8917548
## 2279        NA       NA       NA       NA     NA       NA  -3.8576887
## 2310  58.35000       NA       NA       NA     NA       NA   6.2427271
## 2333  77.22529       NA       NA       NA     NA       NA   5.2361349
## 2348  79.39007       NA       NA 81.62903     NA       NA          NA
## 2372        NA       NA       NA 87.01772     NA       NA          NA
## 2526        NA       NA       NA       NA     NA       NA          NA
## 2574        NA       NA       NA       NA     NA       NA   0.3098758
## 111   76.17540       NA       NA 81.20189     NA       NA  -2.2736122
## 1438  85.37742       NA       NA       NA     NA       NA  -5.0761365
## 15041       NA       NA       NA       NA     NA       NA  -4.5894735
## 1811  76.80000       NA       NA       NA     NA       NA  -2.2400000
## 2092        NA       NA       NA 88.08947     NA       NA  -5.7008849
## 2131        NA       NA 54.30000       NA     NA       NA  -4.5458180
## 2410  85.57778       NA       NA 87.35000     NA       NA   3.9766668
## 2539        NA 84.30407       NA 84.19192     NA       NA   6.0489725
## 1111  76.17540       NA       NA 81.20189     NA       NA  -2.2736122
## 14381 85.37742       NA       NA       NA     NA       NA  -5.0761365
## 15042       NA       NA       NA       NA     NA       NA  -4.5894735
## 18111 76.80000       NA       NA       NA     NA       NA  -2.2400000
## 20921       NA       NA       NA 88.08947     NA       NA  -5.7008849
## 21311       NA       NA 54.30000       NA     NA       NA  -4.5458180
## 24101 85.57778       NA       NA 87.35000     NA       NA   3.9766668
## 25391       NA 84.30407       NA 84.19192     NA       NA   6.0489725
## 529         NA       NA       NA       NA     NA       NA   7.9031812
## 638         NA       NA       NA 84.56328     NA       NA          NA
## 951         NA       NA       NA       NA     NA       NA  -6.7616975
## 1505  82.67419       NA       NA       NA     NA       NA  -2.8437662
## 1614        NA       NA       NA       NA     NA       NA  -1.9905781
## 1927  83.55384       NA       NA 86.25185     NA       NA  -4.1064482
## 2481  77.82400       NA       NA 87.43636     NA       NA   6.1784714
## 2590        NA       NA       NA 86.64798     NA       NA   4.4086602
## 467         NA       NA       NA 86.35191     NA       NA  -4.8928448
##           FC_X_sc   FS_X_sc FO_X_sc    SI_X_sc      SL_X_sc    CU_X_sc
## 479    0.06457363        NA      NA  -9.480494   6.89160571         NA
## 532   -1.13283924        NA      NA         NA           NA -3.6353088
## 1032           NA        NA      NA   8.850755           NA -1.7015699
## 1042           NA        NA      NA  10.859166  -1.70880005         NA
## 1047           NA        NA      NA         NA  -1.48833338 -3.0518182
## 1964           NA        NA      NA -10.202071   3.63665811         NA
## 2148           NA        NA      NA         NA           NA  4.0392668
## 2154           NA        NA      NA         NA           NA         NA
## 2192   0.71265300        NA      NA -10.825208   6.36250560         NA
## 2241           NA        NA      NA  -9.691182   0.55241945         NA
## 447            NA -7.863948      NA  -8.882976  -0.21399903         NA
## 490    1.08567317        NA      NA   9.179093           NA         NA
## 496    0.77219723        NA      NA   9.262683           NA -6.3052506
## 923            NA        NA      NA  -9.056528   3.84448284         NA
## 1038           NA        NA      NA   7.787206           NA -7.3474531
## 1960           NA        NA      NA         NA           NA         NA
## 1984           NA -9.503600      NA  -8.991100   6.91950560         NA
## 1996           NA        NA      NA         NA           NA         NA
## 2009   2.90881856        NA      NA  -9.560720           NA         NA
## 2051           NA        NA      NA  -8.337518   4.46210197         NA
## 2085           NA -6.442756      NA -10.166128   2.94212541  1.7600911
## 342            NA        NA      NA  -8.690279   3.16439627         NA
## 362            NA -5.192683      NA         NA   1.26505718         NA
## 896            NA        NA      NA         NA   3.13652171  5.6583335
## 1195           NA        NA      NA  -8.489649   4.77502518         NA
## 1389           NA        NA      NA         NA   3.07432703         NA
## 1393           NA        NA      NA         NA           NA  6.0690911
## 1463           NA        NA      NA         NA   0.17311476         NA
## 1767           NA        NA      NA         NA   3.39232145         NA
## 2587           NA        NA      NA  11.758189 -10.07232766         NA
## 2607           NA        NA      NA         NA  -3.06668317         NA
## 137            NA        NA      NA         NA  -1.54609733  3.6320961
## 258            NA        NA      NA         NA   2.69704877         NA
## 377            NA        NA      NA  -9.261600  -0.44668973         NA
## 1581           NA        NA      NA         NA           NA         NA
## 1640           NA        NA      NA         NA   4.37815777  6.5138889
## 2382           NA        NA      NA   9.208489  -0.56297777  0.3035052
## 2503           NA        NA      NA         NA  -4.45499992 -9.6336491
## 2622           NA        NA      NA         NA           NA -3.7266668
## 69    -1.50413716        NA      NA         NA   0.87248512         NA
## 136            NA        NA      NA  -8.344835   4.90132716  3.2248118
## 1101           NA        NA      NA   9.011304  -0.74584866         NA
## 1268           NA        NA      NA  -8.376438           NA         NA
## 1279           NA        NA      NA -10.530144  -0.31234043         NA
## 1308   2.58086959        NA      NA         NA   5.39199982         NA
## 1324           NA        NA      NA         NA  -3.95749998         NA
## 1330           NA        NA      NA  -7.171644   4.27551444  4.6252380
## 2104           NA        NA      NA         NA  -5.43183756         NA
## 2314           NA        NA      NA         NA  -3.37709685         NA
## 2381           NA        NA      NA   8.194468  -2.15556172 -3.1865000
## 55             NA        NA      NA -10.084506   8.28991523  6.0980761
## 1153           NA        NA      NA  -9.658132   7.57563842  6.3400002
## 1439           NA        NA      NA         NA   0.16583333         NA
## 1617           NA        NA      NA  -9.238051   1.11732880  5.7996184
## 1653           NA        NA      NA         NA           NA -0.6500000
## 1737           NA        NA      NA -11.290000  -4.84369955         NA
## 1926  -0.18700000        NA      NA  -8.349550           NA  2.9205555
## 2300           NA        NA      NA -11.011316   2.38299999  3.8221668
## 238            NA        NA      NA  -8.966091   7.17466674  5.8956275
## 1077           NA        NA      NA   5.835871  -7.46906207 -6.5394641
## 1159   2.65933329        NA      NA  -5.798750   3.11538461         NA
## 1253           NA        NA      NA         NA  -2.96833324         NA
## 1387           NA        NA      NA         NA  -3.87775499         NA
## 1450           NA        NA      NA -10.565000           NA         NA
## 1915           NA        NA      NA         NA   0.82416669         NA
## 2483           NA        NA      NA         NA  -2.49874997         NA
## 612            NA        NA      NA   7.540190  -1.87284447 -6.5111241
## 1229           NA        NA      NA         NA           NA         NA
## 1231  -0.63954544        NA      NA         NA   0.41666667  2.6007693
## 1349           NA        NA      NA -10.940919   2.29736116         NA
## 1553           NA        NA      NA  -9.292654   3.22028382         NA
## 1660           NA        NA      NA -10.472370   1.90449238         NA
## 1663   2.14829790        NA      NA         NA   4.70480292         NA
## 1959           NA        NA      NA         NA           NA         NA
## 6121           NA        NA      NA   7.540190  -1.87284447 -6.5111241
## 12291          NA        NA      NA         NA           NA         NA
## 12311 -0.63954544        NA      NA         NA   0.41666667  2.6007693
## 13491          NA        NA      NA -10.940919   2.29736116         NA
## 15531          NA        NA      NA  -9.292654   3.22028382         NA
## 16601          NA        NA      NA -10.472370   1.90449238         NA
## 16631  2.14829790        NA      NA         NA   4.70480292         NA
## 19591          NA        NA      NA         NA           NA         NA
## 476   -1.33310991        NA      NA -10.970063   7.38754082         NA
## 527            NA        NA      NA   7.287790  -1.18017685 -3.4185755
## 576   -1.46900837        NA      NA         NA           NA -5.7018589
## 2047           NA        NA      NA         NA           NA         NA
## 2118           NA        NA      NA         NA   0.73429375  7.7659402
## 2133   0.58707179        NA      NA  -9.263849  -0.41063189         NA
## 2134           NA        NA      NA         NA           NA         NA
## 2139           NA        NA      NA         NA   0.30289869         NA
## 2181           NA        NA      NA         NA   0.96696508         NA
## 2190   1.35079139        NA      NA         NA   1.73054641  0.8241324
## 2205   1.99167761        NA      NA         NA   4.25282126         NA
## 2206           NA        NA      NA  -8.594886   6.51209747         NA
## 758    1.38882595 -3.317143      NA         NA   8.38289591  6.3095835
## 820   -3.44529861        NA      NA  -9.013801   8.20200012  5.5585605
## 1535           NA        NA      NA         NA           NA  1.7070185
## 1546           NA        NA      NA         NA   0.71328468  1.2706000
## 1555  -1.05071975        NA      NA -10.140983           NA         NA
## 1618   0.05450000        NA      NA -10.008181   6.80052667         NA
## 1684           NA        NA      NA         NA  10.08249982         NA
## 1740           NA        NA      NA  -8.990000   2.38436175         NA
## 1746           NA        NA      NA         NA   8.58656216         NA
## 2515           NA        NA      NA  11.079321  -7.33735298         NA
## 2577           NA        NA      NA         NA  -2.91939614         NA
## 537            NA        NA      NA         NA  -2.82678092         NA
## 960            NA        NA      NA         NA   0.82379364         NA
## 1068   1.90056610        NA      NA         NA           NA -6.6413251
## 12531          NA        NA      NA         NA  -2.96833324         NA
## 1301   0.04613793        NA      NA -11.428104   5.91707307         NA
## 1487           NA        NA      NA         NA   5.22714296  5.5650001
## 1508   3.32789064        NA      NA         NA   1.66063294         NA
## 1735           NA        NA      NA -10.272692   1.23111110  6.1133334
## 2294           NA        NA      NA  -7.306100   0.33245000         NA
## 805            NA        NA      NA  -9.234210           NA  8.4259089
## 1563   1.12894741        NA      NA         NA           NA         NA
## 1576           NA        NA      NA         NA           NA         NA
## 1578           NA -8.053731      NA         NA   1.27999997         NA
## 1588           NA        NA      NA         NA   3.72000003  5.9299998
## 1606           NA        NA      NA         NA   6.86340296         NA
## 1644           NA        NA      NA         NA           NA  2.0400000
## 1650  -1.36222225        NA      NA         NA   8.19698370         NA
## 1655           NA        NA      NA         NA           NA         NA
## 1679           NA        NA      NA         NA   6.79725743         NA
## 1698           NA        NA      NA         NA   0.87833336         NA
## 1712           NA        NA      NA         NA           NA         NA
## 1722           NA        NA      NA -11.103611   5.51333341         NA
## 1745           NA        NA      NA -11.160139   2.24281088         NA
## 2562           NA        NA      NA         NA  -2.39490007         NA
## 366    0.36757033        NA      NA         NA   2.18271377  0.8727705
## 389            NA        NA      NA  -9.928225   3.85743525         NA
## 424            NA        NA      NA -10.018788   0.16796630  7.8039673
## 1627           NA        NA      NA         NA           NA         NA
## 1668   0.84341835        NA      NA  -7.865000   6.04900004         NA
## 2123           NA        NA      NA         NA           NA         NA
## 2146           NA        NA      NA  -9.594714   5.63375373         NA
## 21811          NA        NA      NA         NA   0.96696508         NA
## 231    2.15419155        NA      NA         NA           NA  6.4214585
## 592            NA        NA      NA  10.974662  -2.02765272         NA
## 813            NA        NA      NA         NA   1.07000000  5.6599998
## 1088   0.99301726        NA      NA         NA           NA -5.9970453
## 1449           NA        NA      NA  -9.984138   0.89477401         NA
## 1670           NA        NA      NA  -9.196520   2.22572871         NA
## 1945           NA -6.665439      NA  -8.915022   6.81928347         NA
## 2306           NA        NA      NA         NA           NA -2.4449999
## 2527   0.48295080        NA      NA   9.575562  -6.90954975         NA
## 340    2.70061017        NA      NA  -8.373565   8.34636409         NA
## 429    1.29082642        NA      NA  -8.254847   7.00696879  4.8821979
## 807            NA        NA      NA         NA   1.41059623  3.7256250
## 9231           NA        NA      NA  -9.056528   3.84448284         NA
## 1867           NA        NA      NA         NA           NA  3.0633332
## 1956           NA        NA      NA         NA  10.34870292  7.3637918
## 2334           NA        NA      NA   6.955000  -1.76666673 -2.7149999
## 2450           NA        NA      NA  11.080648  -1.59408164         NA
## 372            NA        NA      NA         NA   3.29049546         NA
## 412   -0.79439278        NA      NA         NA           NA  5.5362404
## 775    2.08999991        NA      NA         NA   3.55097552  5.8430769
## 1358           NA        NA      NA         NA   5.76000023  6.6199999
## 1448           NA        NA      NA  -7.366423   1.53585499         NA
## 1899  -2.00666666        NA      NA -11.068000   8.00842124  9.8599997
## 1939           NA        NA      NA         NA           NA -0.1512100
## 2302           NA        NA      NA  11.491153  -4.40444438         NA
## 347            NA        NA      NA -11.047113   1.37018498         NA
## 743            NA        NA      NA -10.499153  -1.53242619  1.4908861
## 1374           NA        NA      NA         NA   0.35400000         NA
## 1376           NA        NA      NA  -3.648000   2.49000001  0.6847058
## 14871          NA        NA      NA         NA   5.22714296  5.5650001
## 1509           NA        NA      NA  -6.065000  -2.02333323         NA
## 1874           NA        NA      NA         NA           NA         NA
## 2270           NA        NA      NA         NA   3.14285714         NA
## 711            NA        NA      NA -10.254800   2.26083462         NA
## 10421          NA        NA      NA  10.859166  -1.70880005         NA
## 1161  -0.35893938        NA      NA         NA           NA         NA
## 1235           NA        NA      NA         NA   0.11895018  2.2876068
## 1300           NA        NA      NA         NA           NA         NA
## 1320           NA        NA      NA         NA   0.66329893         NA
## 2238  -0.40837571        NA      NA  -9.509354   4.85178824         NA
## 2569  -0.88959483        NA      NA   8.958092  -8.72442598         NA
## 395            NA        NA      NA         NA           NA         NA
## 1429           NA        NA      NA -11.430804   5.45492775         NA
## 1440           NA        NA      NA  -9.480000   3.43249989         NA
## 1443           NA        NA      NA   8.170000           NA  1.0860417
## 1474           NA -7.284796      NA         NA   5.21879476         NA
## 1501           NA        NA      NA         NA   1.16525002         NA
## 1502           NA -5.980769      NA -10.392222   6.02637988         NA
## 1504           NA        NA      NA         NA   7.44121205         NA
## 1516   1.92999995        NA      NA         NA           NA  0.8592157
## 1922           NA        NA      NA         NA   2.41774184         NA
## 222            NA        NA      NA         NA   2.95963834  4.8670002
## 4791   0.06457363        NA      NA  -9.480494   6.89160571         NA
## 1254           NA        NA      NA  -9.513536   1.48400007  6.5087497
## 1343           NA        NA      NA         NA  -2.40499997  2.7300000
## 1671           NA -9.258479      NA  -9.820563   0.36405064         NA
## 1705           NA -6.793030      NA  -8.546666   0.75333333  3.9372729
## 1719           NA        NA      NA -10.133606  -0.19311321         NA
## 1830           NA        NA      NA         NA   0.97653844         NA
## 1172           NA        NA      NA         NA   3.89254910  6.5072729
## 11951          NA        NA      NA  -8.489649   4.77502518         NA
## 1311           NA        NA      NA  -6.910857   7.79297056  7.0321127
## 1313           NA        NA      NA  -7.473191   2.45231414         NA
## 1353   3.21785709        NA      NA -10.755000           NA         NA
## 1360           NA        NA      NA -10.427647           NA  6.3018750
## 1895           NA        NA      NA         NA   0.31525862         NA
## 1983           NA        NA      NA         NA           NA         NA
## 2248           NA        NA      NA         NA   6.69422132         NA
## 2357           NA        NA      NA         NA  -0.30420000 -2.8699999
## 226            NA        NA      NA         NA   0.51676562         NA
## 480    1.75299132        NA      NA         NA   4.90271255         NA
## 845            NA        NA      NA  -9.902070  -0.34629229  3.0242409
## 1552           NA        NA      NA -10.623334   0.33155556         NA
## 1609           NA        NA      NA -10.797602   0.55928572  5.5847126
## 1703           NA        NA      NA         NA           NA -5.5949998
## 1728           NA -6.826688      NA -10.312500  -0.23028573         NA
## 2145           NA        NA      NA         NA   2.12831766         NA
## 249            NA        NA      NA         NA   3.77250236  2.4071602
## 251            NA        NA      NA  -9.513785   0.92398812  6.1288825
## 506    2.68860021        NA      NA         NA           NA  2.3436378
## 556            NA        NA      NA   8.933243  -1.46005642         NA
## 1208           NA        NA      NA -11.507195   6.79502567         NA
## 1283           NA        NA      NA         NA   3.16335885         NA
## 1284           NA -7.660000      NA         NA   2.27208328  5.5348950
## 2345           NA        NA      NA  10.264901  -2.93987423         NA
## 2565           NA        NA      NA   8.730120  -0.08813161         NA
## 317    1.69748967        NA      NA -10.178449   9.64485467         NA
## 335            NA        NA      NA         NA   4.41154642         NA
## 663            NA        NA      NA  10.723154           NA -7.3888480
## 1333   2.48000002        NA      NA -10.252925   4.53266297         NA
## 1475           NA        NA      NA         NA   0.88882351         NA
## 19961          NA        NA      NA         NA           NA         NA
## 2113           NA        NA      NA         NA   2.42597749  2.2201116
## 2368           NA        NA      NA  10.640396  -7.47779397         NA
## 22    -0.08012361        NA      NA         NA   6.59780019         NA
## 63             NA        NA      NA         NA           NA         NA
## 168            NA        NA      NA  -7.031087   3.91434462         NA
## 174    0.62331435        NA      NA         NA           NA  4.4266854
## 673   -2.01806819        NA      NA         NA  -1.41685399 -1.5394887
## 1177           NA        NA      NA  -9.808941   1.92242432         NA
## 1180           NA        NA      NA         NA           NA         NA
## 1260           NA        NA      NA         NA   4.12079987         NA
## 1744           NA        NA      NA -11.140274   1.09917524         NA
## 1759           NA        NA      NA  -9.910000   3.66631772  8.2296002
## 2222           NA        NA      NA -10.114152   0.61492041         NA
## 2362           NA        NA      NA   6.332105           NA -2.1445284
## 2530           NA        NA      NA         NA  -9.99026329 -6.1900001
## 2600           NA        NA      NA  10.526028  -0.44406897         NA
## 2641           NA        NA      NA         NA  -0.26992699         NA
## 7581   1.38882595 -3.317143      NA         NA   8.38289591  6.3095835
## 1178           NA        NA      NA -10.937932   8.25200407         NA
## 1287  -0.59142855        NA      NA         NA   4.98546672  1.7157778
## 1445           NA        NA      NA         NA  -2.74062490         NA
## 19561          NA        NA      NA         NA  10.34870292  7.3637918
## 2229           NA        NA      NA         NA   1.41129628         NA
## 2246           NA        NA      NA -11.046364   1.25895259         NA
## 2312  -1.33187497        NA      NA   7.664681           NA         NA
## 2412           NA        NA      NA         NA  -0.61732397         NA
## 173            NA        NA      NA         NA   1.65302414  2.9762119
## 315            NA        NA      NA         NA   2.24191726         NA
## 376            NA        NA      NA         NA           NA         NA
## 1630           NA        NA      NA         NA           NA         NA
## 1646           NA        NA      NA  -9.564084   5.93854184         NA
## 1683           NA -5.839158      NA  -7.194193   0.93140626         NA
## 1891           NA        NA      NA -10.019173   1.60704543         NA
## 1930  -1.25860574        NA      NA  -8.103614   3.70576647         NA
## 2007           NA        NA      NA  -9.099295   3.38961557         NA
## 2252           NA        NA      NA  -9.542527   4.99377384         NA
## 2471           NA        NA      NA         NA  -6.13637928         NA
## 2511           NA        NA      NA         NA  -2.25021281 -8.6820831
## 152            NA        NA      NA  -8.529147   4.58190010         NA
## 307            NA        NA      NA  -7.137319   8.30210428         NA
## 414   -1.30430313        NA      NA  -9.848575   2.27236254         NA
## 1185   1.82333332        NA      NA         NA           NA         NA
## 1331  -2.29549297        NA      NA  -9.832338           NA  7.1811853
## 1351           NA        NA      NA         NA   0.61000001  2.8450000
## 1565           NA        NA      NA         NA   3.01999998  8.0589996
## 1718           NA        NA      NA         NA           NA         NA
## 1808           NA        NA      NA         NA           NA  2.2900000
## 2013           NA        NA      NA  -7.855930   2.83423661  8.7848705
## 2031           NA        NA      NA         NA           NA         NA
## 2090           NA        NA      NA -12.287734  -3.37810292         NA
## 598    1.62618824        NA      NA         NA           NA -5.1232549
## 1155           NA        NA      NA -10.214167   3.54532623         NA
## 13581          NA        NA      NA         NA   5.76000023  6.6199999
## 1533   2.41307133        NA      NA         NA   2.65116279         NA
## 2025   2.02412094        NA      NA  -7.626023   3.39496761  6.4960699
## 2035           NA        NA      NA         NA  -0.44650854         NA
## 2307           NA        NA      NA  11.650530  -0.82770334         NA
## 2498  -1.51015149        NA      NA         NA           NA -2.9931250
## 5321  -1.13283924        NA      NA         NA           NA -3.6353088
## 975            NA        NA      NA         NA   5.90894944  4.6765483
## 1040           NA        NA      NA   7.140135           NA -4.4775001
## 1214   0.54655736        NA      NA         NA   9.36384622         NA
## 1612           NA        NA      NA         NA           NA         NA
## 2006           NA        NA      NA         NA           NA         NA
## 2338  -0.58493332        NA      NA   8.699375  -0.28000001         NA
## 2504           NA        NA      NA   9.677955           NA -9.8933027
## 2536           NA        NA      NA         NA  -6.84235292 -6.9299998
## 279            NA        NA      NA         NA   5.62802753         NA
## 351    1.86851183 -8.168405      NA         NA           NA         NA
## 1336           NA        NA      NA         NA   2.31519230         NA
## 13492          NA        NA      NA -10.940919   2.29736116         NA
## 1356           NA -6.317047      NA         NA   0.94754629         NA
## 1417           NA        NA      NA  -6.893871   1.29274510         NA
## 15091          NA        NA      NA  -6.065000  -2.02333323         NA
## 1542   4.48024725        NA      NA  -2.797040   2.26526718         NA
## 2055           NA        NA      NA  -9.579909   2.44644664  3.6974721
## 2273           NA        NA      NA  -9.886880   6.16449992         NA
## 2499           NA        NA      NA  11.465693  -4.46821908         NA
## 2566   2.47164011        NA      NA  10.435500   0.14090889         NA
## 51     0.18223184        NA      NA -10.085077           NA  2.8133855
## 365            NA -3.619733      NA -10.005456   0.01158037         NA
## 552            NA  4.214800      NA         NA  -3.62510772         NA
## 630   -0.38590261        NA      NA  10.871775  -4.62109985         NA
## 1493           NA        NA      NA         NA   6.03199997         NA
## 1506   1.32467209        NA      NA         NA   3.26200643         NA
## 1514  -3.00999999        NA      NA         NA  -2.86333338         NA
## 1925           NA -5.227175      NA -11.093333   3.53166654         NA
## 2349           NA        NA      NA   6.780000  -6.10095451         NA
## 2413           NA        NA      NA   6.856154           NA         NA
## 2629           NA        NA      NA  10.428478  -6.31152456         NA
## 48             NA        NA      NA  -6.946701           NA  5.6435369
## 246            NA        NA      NA -11.430423   5.73947656         NA
## 1428           NA        NA      NA         NA           NA         NA
## 14872          NA        NA      NA         NA   5.22714296  5.5650001
## 1503           NA        NA      NA  -7.865748   0.22847059         NA
## 16981          NA        NA      NA         NA   0.87833336         NA
## 1700           NA        NA      NA  -8.248775   2.90073169         NA
## 2169           NA        NA      NA         NA           NA  1.3628600
## 2178           NA        NA      NA         NA   0.86938832  4.0984782
## 2626           NA        NA      NA         NA  -0.94429094         NA
## 3951           NA        NA      NA         NA           NA         NA
## 1270   0.09352941        NA      NA         NA   1.93999999  5.6916669
## 1315           NA        NA      NA         NA           NA -0.3788172
## 1381           NA        NA      NA         NA   4.08388901         NA
## 16531          NA        NA      NA         NA           NA -0.6500000
## 1661           NA        NA      NA  -9.989242   3.17254555  6.0919998
## 2027           NA        NA      NA         NA   2.61690260  2.9208333
## 2128           NA        NA      NA         NA   6.76144941         NA
## 1220           NA        NA      NA -10.867605  -1.53199997         NA
## 1369           NA        NA      NA         NA  -3.47555563         NA
## 1392           NA        NA      NA  -9.025949  -1.15135514         NA
## 1751           NA        NA      NA         NA   1.11821196         NA
## 1988           NA        NA      NA  -7.973563   8.07968429         NA
## 2153           NA        NA      NA         NA   3.77438489         NA
## 2167           NA        NA      NA         NA           NA  1.3793018
## 2437           NA        NA      NA         NA  -0.88944446 -1.5057143
## 2454           NA        NA      NA   5.895833  -3.23000002 -3.3897059
## 2578  -0.17930360        NA      NA   7.647202           NA         NA
## 1097           NA  5.691840      NA   5.389125  -2.49110345 -1.9582085
## 1209           NA        NA      NA  -7.878182  12.36583328         NA
## 1335           NA        NA      NA         NA   5.11779322  4.8099999
## 1975           NA        NA      NA         NA  -0.91700269  0.1561836
## 2187   0.04228033        NA      NA         NA   6.46345811         NA
## 2259           NA        NA      NA         NA   3.72203714  4.5864000
## 2341           NA        NA      NA         NA  -2.91256755         NA
## 2453           NA        NA      NA   9.011983   0.67034843         NA
## 2522           NA        NA      NA         NA  -5.08728404 -4.6305632
## 574   -0.13930778        NA      NA   9.065766           NA -7.8479489
## 590            NA        NA      NA         NA  -2.10829259         NA
## 983            NA -4.409095      NA  -7.643125   0.09367520         NA
## 1013  -0.63792621        NA      NA   8.931852           NA -4.7433062
## 2076           NA        NA      NA         NA           NA         NA
## 2158           NA        NA      NA -11.881850   0.12076929         NA
## 2177           NA        NA      NA -11.157609   0.15938835         NA
## 2324           NA        NA      NA  -9.770000   0.16671511         NA
## 182    1.83493752        NA      NA  -5.814555   4.57314969  3.1584851
## 212   -0.61352085        NA      NA  -8.681308           NA  3.5967703
## 333            NA        NA      NA -10.038546   2.82076603  4.0392567
## 609            NA        NA      NA         NA           NA -3.8253008
## 1162   2.19308406        NA      NA  -8.523860           NA  6.8816217
## 1286           NA        NA      NA  -9.046632   1.00561287  3.8815230
## 1426           NA        NA      NA  -5.655500           NA  5.0909999
## 1611           NA        NA      NA -10.394395   1.84196431         NA
## 1882           NA        NA      NA         NA   7.97885572         NA
## 1958           NA        NA      NA -10.343422   2.82480455         NA
## 2038           NA -5.585876      NA         NA   0.83022756         NA
## 2467           NA        NA      NA  10.353023   1.07259843         NA
## 756            NA        NA      NA         NA   3.13222228  5.8249998
## 780            NA        NA      NA         NA   2.99283462         NA
## 991            NA        NA      NA  -7.856512   1.44407379         NA
## 1305           NA        NA      NA         NA   1.43333340  0.8537568
## 1373           NA        NA      NA         NA           NA         NA
## 1459   0.88360001        NA      NA         NA   1.58922082         NA
## 1594           NA        NA      NA         NA           NA  5.7674999
## 1860           NA        NA      NA         NA           NA         NA
## 613            NA        NA      NA   9.350246  -3.42812990         NA
## 1108           NA        NA      NA   6.097165  -3.50239997 -5.0040419
## 2279           NA        NA      NA         NA   1.94617996         NA
## 2310           NA        NA      NA         NA           NA -3.8025000
## 2333           NA        NA      NA   8.105000           NA -1.1209195
## 2348           NA        NA      NA   9.758869           NA -7.7723406
## 2372           NA        NA      NA   9.608276  -5.41280630         NA
## 2526           NA        NA      NA  10.192667  -0.41714287         NA
## 2574  -2.09900578        NA      NA   7.318433  -4.76671560         NA
## 111            NA        NA      NA  -6.400908   3.57979454  4.0611536
## 1438           NA        NA      NA  -9.045846   0.86326529  4.8060485
## 15041          NA        NA      NA         NA   7.44121205         NA
## 1811           NA        NA      NA   7.670000           NA -2.9749999
## 2092  -2.51683719        NA      NA  -9.426447   7.13238089         NA
## 2131           NA        NA      NA         NA           NA         NA
## 2410           NA        NA      NA         NA           NA -1.1122222
## 2539           NA        NA      NA         NA           NA         NA
## 1111           NA        NA      NA  -6.400908   3.57979454  4.0611536
## 14381          NA        NA      NA  -9.045846   0.86326529  4.8060485
## 15042          NA        NA      NA         NA   7.44121205         NA
## 18111          NA        NA      NA   7.670000           NA -2.9749999
## 20921 -2.51683719        NA      NA  -9.426447   7.13238089         NA
## 21311          NA        NA      NA         NA           NA         NA
## 24101          NA        NA      NA         NA           NA -1.1122222
## 25391          NA        NA      NA         NA           NA         NA
## 529            NA        NA      NA         NA           NA         NA
## 638            NA        NA      NA  10.324194  -1.09987793         NA
## 951    1.27618885 -9.128482      NA         NA   3.95001798         NA
## 1505           NA        NA      NA         NA           NA  1.6670968
## 1614   2.52058830        NA      NA         NA   2.86771436         NA
## 1927   0.07592487        NA      NA  -8.086528           NA  4.9184614
## 2481           NA        NA      NA         NA  -8.92342696 -7.0428003
## 2590  -2.37090783        NA      NA         NA           NA         NA
## 467            NA        NA      NA         NA   2.95735703         NA
##          KC_X_sc    EP_X_sc    CH_X_sc SC_X_sc  KN_X_sc   FA_Z_sc    FC_Z_sc
## 479           NA         NA  -9.150629      NA       NA  8.781028  4.0358341
## 532           NA         NA   5.573913      NA       NA 11.469296  3.4124392
## 1032          NA         NA   7.814753      NA       NA        NA         NA
## 1042          NA         NA  10.388182      NA       NA  7.051765         NA
## 1047          NA         NA   5.028500      NA       NA 10.452683         NA
## 1964          NA         NA  -7.663469      NA       NA  9.615192         NA
## 2148          NA -1.6521182         NA      NA       NA  5.970944         NA
## 2154          NA -5.3647701         NA      NA       NA 12.666875         NA
## 2192          NA         NA  -9.285506      NA       NA        NA  4.5687052
## 2241          NA         NA -11.517757      NA       NA  6.684765         NA
## 447           NA         NA         NA      NA       NA  8.551237         NA
## 490   -4.0361935         NA   9.084586      NA       NA  7.535780  4.8773340
## 496           NA         NA   8.714021      NA       NA  9.144804  5.9214128
## 923    2.4729249         NA  -7.102950      NA       NA 10.194482         NA
## 1038          NA         NA   7.675648      NA       NA  5.873796         NA
## 1960          NA -0.3487900         NA      NA       NA        NA         NA
## 1984          NA         NA         NA      NA       NA  7.826854         NA
## 1996          NA -2.4686636         NA      NA       NA  5.087817         NA
## 2009          NA         NA  -8.620500      NA       NA  8.981625  3.5148556
## 2051          NA         NA         NA      NA       NA  1.469851         NA
## 2085          NA         NA         NA      NA       NA  9.255415         NA
## 342           NA         NA  -7.828151      NA       NA  7.961339         NA
## 362           NA         NA         NA      NA       NA 10.072837         NA
## 896           NA         NA  -6.514000      NA       NA 11.718556         NA
## 1195          NA         NA  -8.617619      NA       NA  8.271770         NA
## 1389          NA         NA         NA      NA       NA  9.689910         NA
## 1393          NA         NA         NA      NA       NA 10.205238         NA
## 1463          NA         NA  -5.322411      NA       NA 11.535000         NA
## 1767          NA         NA  -6.127500      NA       NA 12.106486         NA
## 2587          NA         NA         NA      NA       NA        NA         NA
## 2607          NA         NA   8.138400      NA       NA  8.470144         NA
## 137           NA         NA -10.725090      NA       NA 10.962865         NA
## 258    3.0282029         NA  -8.677791      NA       NA 10.541919         NA
## 377           NA         NA  -7.379315      NA       NA  7.654872         NA
## 1581          NA -2.2972000         NA      NA       NA  8.129630         NA
## 1640          NA         NA         NA      NA       NA 10.676909         NA
## 2382          NA         NA         NA      NA       NA  9.141176         NA
## 2503          NA         NA         NA      NA       NA 12.334218         NA
## 2622          NA         NA   5.513475      NA       NA 10.101539         NA
## 69            NA         NA         NA      NA       NA  9.514315  6.8404435
## 136           NA         NA  -9.861467      NA       NA  8.949117         NA
## 1101          NA         NA   7.747807      NA       NA  8.142084         NA
## 1268   2.9535663         NA  -7.379844      NA       NA  9.619490         NA
## 1279          NA         NA -10.511776      NA       NA  8.914451         NA
## 1308   3.6978410         NA         NA      NA       NA 10.012330  6.4365214
## 1324          NA         NA         NA      NA       NA        NA         NA
## 1330          NA         NA  -6.433894      NA       NA 10.292402         NA
## 2104          NA         NA  -8.057550      NA       NA        NA         NA
## 2314          NA         NA         NA      NA       NA 10.990238         NA
## 2381          NA         NA         NA      NA       NA  9.309794         NA
## 55            NA         NA  -9.378483      NA       NA  8.109108         NA
## 1153          NA         NA  -9.528571      NA       NA  2.774351         NA
## 1439          NA         NA         NA      NA       NA 10.298393         NA
## 1617          NA         NA  -8.927222      NA       NA 10.157756         NA
## 1653          NA         NA         NA      NA       NA 10.768500         NA
## 1737          NA         NA -10.871027      NA       NA  7.701418         NA
## 1926          NA         NA  -9.575774      NA       NA 10.117421  6.3930001
## 2300          NA         NA         NA      NA       NA  8.948367         NA
## 238           NA         NA  -8.929589      NA       NA  8.677804         NA
## 1077          NA         NA   6.871892      NA       NA  7.375402         NA
## 1159          NA         NA         NA      NA       NA  8.858889  2.5779999
## 1253          NA         NA         NA      NA       NA        NA         NA
## 1387          NA         NA -10.101351      NA       NA  8.757955         NA
## 1450          NA         NA -10.905556      NA       NA  8.831200         NA
## 1915          NA         NA  -4.440000      NA       NA  9.759138         NA
## 2483          NA         NA         NA      NA       NA  7.081250         NA
## 612           NA         NA   7.474927      NA       NA  9.677351         NA
## 1229          NA         NA         NA      NA       NA  6.107941         NA
## 1231          NA         NA  -9.477500      NA       NA 10.609375  6.2227270
## 1349          NA         NA -10.454524      NA       NA  3.102500         NA
## 1553          NA         NA  -8.006667      NA       NA  9.656613         NA
## 1660          NA         NA  -4.810000      NA       NA  8.474054         NA
## 1663          NA         NA  -8.025144      NA       NA 10.575315  2.3821276
## 1959          NA -3.8553832         NA      NA       NA 10.262350         NA
## 6121          NA         NA   7.474927      NA       NA  9.677351         NA
## 12291         NA         NA         NA      NA       NA  6.107941         NA
## 12311         NA         NA  -9.477500      NA       NA 10.609375  6.2227270
## 13491         NA         NA -10.454524      NA       NA  3.102500         NA
## 15531         NA         NA  -8.006667      NA       NA  9.656613         NA
## 16601         NA         NA  -4.810000      NA       NA  8.474054         NA
## 16631         NA         NA  -8.025144      NA       NA 10.575315  2.3821276
## 19591         NA -3.8553832         NA      NA       NA 10.262350         NA
## 476           NA         NA -10.425760      NA       NA  6.954498  3.6737079
## 527           NA         NA         NA      NA       NA  8.909371         NA
## 576           NA         NA   4.434944      NA       NA 10.035540  3.0002995
## 2047          NA         NA         NA      NA       NA  6.929171         NA
## 2118          NA         NA -10.244358      NA       NA  7.614488         NA
## 2133          NA         NA -10.168970      NA       NA  8.731528  3.2816411
## 2134          NA         NA         NA      NA       NA 10.081546         NA
## 2139          NA         NA  -1.196720      NA       NA 11.630964         NA
## 2181          NA         NA         NA      NA       NA  9.791100         NA
## 2190          NA         NA  -6.381270      NA       NA  9.312946  3.0662857
## 2205          NA         NA         NA      NA       NA  7.820100  5.8752180
## 2206          NA         NA  -9.305366      NA       NA  7.152196         NA
## 758           NA         NA         NA      NA       NA  9.134916  2.5801214
## 820           NA         NA  -8.523018      NA       NA        NA  7.4447759
## 1535          NA         NA         NA      NA       NA 11.057966         NA
## 1546          NA         NA         NA      NA       NA 11.003153         NA
## 1555          NA         NA  -9.433208      NA       NA  8.928844  4.2428029
## 1618          NA         NA         NA      NA       NA  6.901250  5.0770000
## 1684   5.2528168         NA         NA      NA       NA 10.262224         NA
## 1740          NA         NA  -5.201667      NA       NA  8.554000         NA
## 1746          NA         NA  -8.858000      NA       NA  9.963750         NA
## 2515          NA         NA         NA      NA       NA        NA         NA
## 2577          NA         NA   9.537970      NA       NA 10.224125         NA
## 537           NA         NA   6.104957      NA       NA  7.302373         NA
## 960    1.5894142         NA  -4.197263      NA       NA 11.048651         NA
## 1068          NA         NA   8.590532      NA       NA  7.731818  5.8656605
## 12531         NA         NA         NA      NA       NA        NA         NA
## 1301          NA         NA  -8.495000      NA       NA  6.680000  4.5436553
## 1487          NA         NA  -5.421622      NA       NA 10.030363         NA
## 1508          NA         NA         NA      NA       NA 13.125366  6.6003127
## 1735          NA         NA -10.294167      NA       NA  7.935312         NA
## 2294          NA         NA         NA      NA       NA  9.649857         NA
## 805           NA         NA  -8.980527      NA       NA  8.695652         NA
## 1563   4.2176001         NA  -5.102283      NA       NA 10.138657  2.3021054
## 1576          NA         NA         NA      NA       NA  9.960833         NA
## 1578          NA         NA         NA      NA       NA  8.158261         NA
## 1588          NA         NA         NA      NA       NA        NA         NA
## 1606   9.2150002         NA  -9.907954      NA       NA 10.229006         NA
## 1644          NA         NA         NA      NA       NA 10.504627         NA
## 1650          NA         NA         NA      NA       NA  9.888209  4.9944445
## 1655          NA         NA         NA      NA       NA  6.080000         NA
## 1679          NA         NA -10.011290      NA       NA  9.640234         NA
## 1698          NA         NA  -8.524878      NA       NA 10.169008         NA
## 1712          NA -1.0011765         NA      NA       NA  9.841667         NA
## 1722          NA         NA  -9.641428      NA       NA  5.430952         NA
## 1745          NA         NA -11.462857      NA       NA  2.781667         NA
## 2562          NA         NA   5.024736      NA       NA  9.194981         NA
## 366           NA         NA  -7.976223      NA       NA  9.306317  7.5151920
## 389           NA         NA -10.174278      NA       NA  9.373143         NA
## 424           NA         NA         NA      NA       NA        NA         NA
## 1627          NA  1.0133333         NA      NA       NA  8.938889         NA
## 1668   3.7155556         NA  -7.150000      NA       NA 10.384810  8.4988266
## 2123          NA         NA         NA      NA       NA  9.817150         NA
## 2146          NA         NA  -6.430055      NA       NA  9.462277         NA
## 21811         NA         NA         NA      NA       NA  9.791100         NA
## 231           NA         NA  -7.545797      NA       NA  9.836710  3.6850273
## 592           NA         NA  10.592851      NA       NA  6.864302         NA
## 813           NA         NA  -2.212857      NA       NA  7.533158         NA
## 1088          NA         NA   9.442974      NA       NA 11.041593  4.6074997
## 1449          NA         NA -10.901726      NA       NA  9.638176         NA
## 1670          NA         NA  -7.123121      NA       NA  9.590918         NA
## 1945          NA         NA         NA      NA       NA  7.525767         NA
## 2306          NA         NA   8.040000      NA       NA  6.921539         NA
## 2527          NA         NA   9.472541      NA       NA        NA  2.0386885
## 340           NA         NA         NA      NA       NA  8.388322  2.7303122
## 429           NA         NA  -7.731199      NA       NA  9.284637  4.8610721
## 807           NA         NA  -7.894026      NA       NA  9.787960         NA
## 9231   2.4729249         NA  -7.102950      NA       NA 10.194482         NA
## 1867          NA         NA  -8.867333      NA       NA  7.893637         NA
## 1956          NA         NA  -8.513850      NA       NA 11.057972         NA
## 2334          NA         NA         NA      NA       NA 10.148572         NA
## 2450          NA         NA   7.550890      NA       NA  6.618939         NA
## 372    7.3740542         NA         NA      NA       NA  7.729065         NA
## 412           NA         NA  -8.647297      NA       NA 10.537400  6.8793853
## 775           NA         NA  -3.998182      NA       NA  7.210526  3.8399999
## 1358          NA         NA  -7.580000      NA       NA 10.364000         NA
## 1448          NA         NA -10.564308      NA       NA  9.240000         NA
## 1899          NA         NA -10.853334      NA       NA  9.580000  5.4633331
## 1939          NA  1.2083333         NA      NA       NA  8.815812         NA
## 2302          NA         NA         NA      NA       NA  9.012500         NA
## 347           NA         NA         NA      NA       NA  6.197979         NA
## 743           NA         NA  -9.822679      NA       NA  8.118518         NA
## 1374          NA         NA         NA      NA       NA  9.195556         NA
## 1376          NA         NA  -6.310000      NA       NA 10.772537         NA
## 14871         NA         NA  -5.421622      NA       NA 10.030363         NA
## 1509          NA         NA  -7.108571      NA       NA 10.773846         NA
## 1874          NA -4.8078947         NA      NA       NA  7.722857         NA
## 2270          NA         NA  -8.560537      NA       NA 11.148554         NA
## 711    5.3080860         NA  -9.611663      NA       NA 10.491136         NA
## 10421         NA         NA  10.388182      NA       NA  7.051765         NA
## 1161   1.3964463         NA         NA      NA       NA  7.788667  6.4688336
## 1235          NA         NA         NA      NA       NA 10.452819         NA
## 1300          NA         NA         NA      NA       NA  7.478000         NA
## 1320          NA         NA  -8.761236      NA       NA  9.178035         NA
## 2238          NA         NA  -8.520117      NA       NA        NA  3.8827572
## 2569          NA         NA   8.854250      NA       NA  6.572738  0.6721078
## 395           NA         NA  -9.458655      NA       NA 11.761582         NA
## 1429          NA         NA  -9.326818      NA       NA  1.833636         NA
## 1440          NA         NA         NA      NA       NA  8.610000         NA
## 1443          NA         NA  -9.088786      NA       NA 11.512923         NA
## 1474          NA         NA         NA      NA       NA  8.412486         NA
## 1501          NA         NA  -9.525484      NA       NA  6.719407         NA
## 1502          NA         NA         NA      NA       NA  6.620476         NA
## 1504          NA         NA         NA      NA       NA  9.470000         NA
## 1516          NA         NA         NA      NA       NA  9.552953  7.7800002
## 1922          NA         NA         NA      NA       NA 10.068082         NA
## 222           NA         NA  -6.895219      NA       NA  9.974101         NA
## 4791          NA         NA  -9.150629      NA       NA  8.781028  4.0358341
## 1254          NA         NA  -8.450000      NA       NA 10.016714         NA
## 1343          NA         NA         NA      NA       NA        NA         NA
## 1671          NA         NA         NA      NA       NA        NA         NA
## 1705          NA         NA         NA      NA       NA 10.225403         NA
## 1719          NA         NA         NA      NA       NA  9.220909         NA
## 1830          NA         NA  -6.951333      NA       NA 10.364489         NA
## 1172          NA         NA         NA      NA       NA  9.240889         NA
## 11951         NA         NA  -8.617619      NA       NA  8.271770         NA
## 1311          NA         NA         NA      NA       NA  5.831551         NA
## 1313          NA         NA  -6.006984      NA       NA 10.012436         NA
## 1353          NA         NA -10.465063      NA       NA  8.660450  1.5707143
## 1360          NA         NA  -8.812500      NA       NA  5.970000         NA
## 1895          NA         NA  -6.580555      NA       NA 10.544729         NA
## 1983          NA  4.5759761         NA      NA       NA  8.346530         NA
## 2248          NA         NA  -8.782600      NA       NA  8.203936         NA
## 2357          NA         NA  10.690588      NA       NA  8.461687         NA
## 226           NA         NA  -6.864377      NA       NA  9.961509         NA
## 480           NA         NA  -8.647807      NA       NA  9.417595  3.6467022
## 845           NA         NA  -9.262397      NA       NA  9.164028         NA
## 1552          NA         NA  -6.970000      NA       NA  8.224923         NA
## 1609          NA         NA -11.189868      NA       NA  7.808850         NA
## 1703          NA         NA         NA      NA 1.072857  7.182500         NA
## 1728          NA         NA         NA      NA       NA  9.166889         NA
## 2145          NA         NA  -9.460600      NA       NA  7.909833         NA
## 249           NA         NA  -9.117382      NA       NA  9.104924         NA
## 251           NA         NA         NA      NA       NA  9.303070         NA
## 506           NA         NA         NA      NA       NA 10.782009  6.7975573
## 556           NA         NA   7.819861      NA       NA  8.394681         NA
## 1208          NA         NA -12.333393      NA       NA  6.600000         NA
## 1283          NA         NA         NA      NA       NA  8.856125         NA
## 1284          NA         NA         NA      NA       NA  8.996280         NA
## 2345          NA         NA  11.418252      NA       NA  3.170241         NA
## 2565          NA         NA         NA      NA       NA  9.277572         NA
## 317           NA         NA  -9.346519      NA       NA  7.434984  3.1384168
## 335           NA         NA         NA      NA       NA 10.359538         NA
## 663           NA         NA   8.918895      NA       NA  5.729233         NA
## 1333          NA         NA  -8.050000      NA       NA 10.461072  8.2399998
## 1475          NA         NA  -6.537273      NA       NA  9.073600         NA
## 19961         NA -2.4686636         NA      NA       NA  5.087817         NA
## 2113          NA         NA         NA      NA       NA 10.922874         NA
## 2368          NA         NA   9.919565      NA       NA        NA         NA
## 22     2.8793676         NA         NA      NA       NA        NA 10.8210984
## 63     6.2333943         NA         NA      NA       NA  9.766305         NA
## 168           NA         NA  -8.729221      NA       NA 10.953235         NA
## 174           NA         NA         NA      NA       NA 11.132362  5.7395800
## 673           NA         NA   5.579328      NA       NA 10.826123  2.5590749
## 1177          NA         NA  -9.890781      NA       NA  8.708614         NA
## 1180   4.9722692         NA         NA      NA       NA  8.272616         NA
## 1260          NA         NA  -8.743381      NA       NA  9.286531         NA
## 1744          NA         NA         NA      NA       NA 11.006078         NA
## 1759          NA         NA  -8.741163      NA       NA 10.780367         NA
## 2222          NA         NA         NA      NA       NA        NA         NA
## 2362          NA         NA   3.505753      NA       NA 10.506053         NA
## 2530          NA         NA         NA      NA       NA  7.571970         NA
## 2600          NA         NA  10.369900      NA       NA  8.490296         NA
## 2641          NA         NA   7.317607      NA       NA  9.641259         NA
## 7581          NA         NA         NA      NA       NA  9.134916  2.5801214
## 1178          NA         NA -10.340000      NA       NA  5.757429         NA
## 1287          NA         NA  -7.721159      NA       NA 11.870640  6.0399998
## 1445          NA         NA  -6.680000      NA       NA        NA         NA
## 19561         NA         NA  -8.513850      NA       NA 11.057972         NA
## 2229          NA         NA  -8.790494      NA       NA  8.307517         NA
## 2246          NA         NA  -9.840083      NA       NA  7.117467         NA
## 2312  -3.8469230         NA   6.138044      NA       NA  9.422778  1.7981250
## 2412          NA         NA   8.013760      NA       NA 10.030962         NA
## 173           NA         NA  -7.955656      NA       NA 10.333460         NA
## 315           NA         NA  -9.017524      NA       NA 10.373495         NA
## 376    3.0407815         NA         NA      NA       NA 10.822970         NA
## 1630          NA -0.2462500         NA      NA       NA  9.265000         NA
## 1646          NA         NA  -8.817500      NA       NA  7.758056         NA
## 1683          NA         NA         NA      NA       NA        NA         NA
## 1891          NA         NA -11.140000      NA       NA 10.083333         NA
## 1930          NA         NA  -9.983322      NA       NA        NA  4.4530287
## 2007          NA         NA         NA      NA       NA  2.759730         NA
## 2252          NA         NA  -6.587025      NA       NA        NA         NA
## 2471          NA         NA   8.154872      NA       NA  7.675844         NA
## 2511          NA         NA         NA      NA       NA  7.620360         NA
## 152           NA         NA         NA      NA       NA  7.184037         NA
## 307           NA         NA         NA      NA       NA  4.044169         NA
## 414           NA         NA         NA      NA       NA  7.707821  6.6045837
## 1185   4.7362965         NA  -8.601974      NA       NA 10.178922  1.5522223
## 1331          NA         NA  -9.582055      NA       NA  8.667181  5.8290609
## 1351          NA         NA  -8.430000      NA       NA  9.517778         NA
## 1565          NA  0.7800000         NA      NA       NA  9.275556         NA
## 1718          NA         NA  -6.340000      NA       NA  9.025758         NA
## 1808          NA -4.0291665         NA      NA       NA  9.633750         NA
## 2013          NA         NA  -7.810725      NA       NA  8.985479         NA
## 2031          NA -2.5055863         NA      NA       NA  6.030014         NA
## 2090          NA         NA -11.377294      NA       NA  8.014200         NA
## 598           NA         NA   9.276252      NA       NA  7.760864  4.3997871
## 1155          NA         NA         NA      NA       NA  4.631765         NA
## 13581         NA         NA  -7.580000      NA       NA 10.364000         NA
## 1533          NA         NA  -7.166216      NA       NA  9.809182  3.4060000
## 2025          NA         NA  -7.657923      NA       NA 10.603353  4.0165670
## 2035          NA         NA  -6.251097      NA       NA 10.124257         NA
## 2307          NA         NA  12.341528      NA       NA  5.792248         NA
## 2498          NA         NA   7.894483      NA       NA 10.626226  3.0353031
## 5321          NA         NA   5.573913      NA       NA 11.469296  3.4124392
## 975           NA         NA -10.260307      NA       NA  9.371486         NA
## 1040          NA         NA   7.089789      NA       NA  9.288194         NA
## 1214          NA         NA         NA      NA       NA 10.699653  4.0788525
## 1612          NA         NA         NA      NA       NA  8.964286         NA
## 2006          NA         NA         NA      NA       NA  9.502577         NA
## 2338          NA         NA   7.065227      NA       NA  6.422500  3.4492000
## 2504          NA         NA         NA      NA       NA        NA         NA
## 2536          NA         NA   8.505714      NA       NA  8.628333         NA
## 279           NA         NA  -9.797321      NA       NA 10.700194         NA
## 351           NA         NA         NA      NA       NA 10.385096  3.2450436
## 1336          NA         NA  -7.123334      NA       NA 10.291555         NA
## 13492         NA         NA -10.454524      NA       NA  3.102500         NA
## 1356          NA         NA         NA      NA       NA  9.752629         NA
## 1417          NA         NA  -8.863636      NA       NA 10.555091         NA
## 15091         NA         NA  -7.108571      NA       NA 10.773846         NA
## 1542          NA         NA         NA      NA       NA        NA  9.7967233
## 2055          NA         NA  -8.320970      NA       NA  9.227928         NA
## 2273          NA         NA         NA      NA       NA        NA         NA
## 2499          NA         NA  11.331091      NA       NA  7.512500         NA
## 2566          NA         NA   8.384205      NA       NA  8.509505  5.3615999
## 51            NA         NA  -7.981430      NA       NA  9.508821  3.5772436
## 365           NA         NA         NA      NA       NA  8.126765         NA
## 552           NA         NA         NA      NA       NA  8.780921         NA
## 630           NA         NA         NA      NA       NA  9.267497  4.8208863
## 1493          NA         NA         NA      NA       NA  8.900833         NA
## 1506          NA         NA         NA      NA       NA  8.241000  6.4955194
## 1514          NA         NA         NA      NA       NA        NA  8.6899996
## 1925          NA         NA         NA      NA       NA  9.292078         NA
## 2349          NA         NA         NA      NA       NA  8.808425         NA
## 2413          NA         NA   9.180000      NA       NA  9.058000         NA
## 2629          NA         NA   8.380884      NA       NA        NA         NA
## 48            NA         NA         NA      NA       NA        NA         NA
## 246           NA         NA         NA      NA       NA  1.758461         NA
## 1428          NA         NA  -3.850000      NA       NA  8.273838         NA
## 14872         NA         NA  -5.421622      NA       NA 10.030363         NA
## 1503          NA         NA         NA      NA       NA  7.973978         NA
## 16981         NA         NA  -8.524878      NA       NA 10.169008         NA
## 1700          NA         NA         NA      NA       NA  1.740986         NA
## 2169          NA -0.3873400         NA      NA       NA  7.750711         NA
## 2178          NA         NA  -9.621379      NA       NA 10.490291         NA
## 2626          NA         NA   9.924830      NA       NA  5.435432         NA
## 3951          NA         NA  -9.458655      NA       NA 11.761582         NA
## 1270          NA         NA         NA      NA       NA        NA  6.2276472
## 1315          NA         NA  -8.280000      NA       NA 11.665981         NA
## 1381          NA         NA  -9.424545      NA       NA  9.226750         NA
## 16531         NA         NA         NA      NA       NA 10.768500         NA
## 1661          NA         NA  -9.458228      NA       NA  8.602324         NA
## 2027          NA         NA  -7.242814      NA       NA  9.965352         NA
## 2128          NA         NA -10.685346      NA       NA 10.141744         NA
## 1220          NA         NA  -8.911224      NA       NA        NA         NA
## 1369          NA         NA  -7.748889      NA       NA        NA         NA
## 1392          NA         NA         NA      NA       NA  3.321667         NA
## 1751          NA         NA  -6.316667      NA       NA 10.935477         NA
## 1988          NA         NA         NA      NA       NA  7.200833         NA
## 2153          NA         NA  -7.869487      NA       NA 10.977753         NA
## 2167          NA         NA  -8.465359      NA       NA 11.140149         NA
## 2437          NA         NA   9.193369      NA       NA 10.394399         NA
## 2454          NA         NA   8.397500      NA       NA  9.857747         NA
## 2578          NA         NA         NA      NA       NA        NA  4.4206862
## 1097          NA         NA   6.831343      NA       NA 10.660348         NA
## 1209          NA         NA         NA      NA       NA        NA         NA
## 1335          NA         NA  -8.375000      NA       NA  8.984568         NA
## 1975          NA         NA         NA      NA       NA 10.162292         NA
## 2187          NA         NA -10.273567      NA       NA 10.613255  5.6336498
## 2259          NA         NA         NA      NA       NA  9.503250         NA
## 2341          NA         NA   8.251818      NA       NA  9.491154         NA
## 2453          NA         NA   7.820000      NA       NA  9.313046         NA
## 2522          NA         NA         NA      NA       NA  2.884038         NA
## 574           NA         NA  10.473349      NA       NA        NA  2.9696209
## 590           NA         NA   9.844383      NA       NA 10.543563         NA
## 983    3.6958419         NA         NA      NA       NA 10.011846         NA
## 1013          NA         NA   8.211564      NA       NA  8.950479  4.7440586
## 2076          NA  1.8968800         NA      NA       NA  8.972490         NA
## 2158          NA         NA         NA      NA       NA  6.817100         NA
## 2177          NA         NA -10.182300      NA       NA        NA         NA
## 2324          NA         NA         NA      NA       NA 10.027878         NA
## 182           NA         NA  -5.531065      NA       NA        NA  5.1269498
## 212           NA         NA  -9.019025      NA       NA  8.898034  4.2664498
## 333           NA         NA  -8.551387      NA       NA  9.084098         NA
## 609           NA         NA   8.639028      NA       NA  9.538371         NA
## 1162          NA         NA  -6.556190      NA       NA  8.685106  0.5360748
## 1286          NA         NA         NA      NA       NA  8.810000         NA
## 1426          NA         NA         NA      NA       NA 10.956219         NA
## 1611          NA         NA  -9.454407      NA       NA  9.583407         NA
## 1882          NA         NA -10.178293      NA       NA  7.848297         NA
## 1958   2.4293667         NA -10.841676      NA       NA  7.957708         NA
## 2038          NA         NA         NA      NA       NA  8.783179         NA
## 2467          NA         NA   9.790000      NA       NA 12.320000         NA
## 756           NA         NA  -8.256000      NA       NA  9.336667         NA
## 780    2.3321380         NA  -8.646666      NA       NA 10.603979         NA
## 991           NA         NA  -8.916159      NA       NA        NA         NA
## 1305          NA         NA  -8.425527      NA       NA 10.512922         NA
## 1373          NA         NA         NA      NA       NA  9.313125         NA
## 1459          NA         NA  -6.125732      NA       NA 11.016695  8.7067999
## 1594          NA         NA         NA      NA       NA  9.390476         NA
## 1860          NA -0.6058139         NA      NA       NA  8.935000         NA
## 613           NA         NA   6.491178      NA       NA  8.484272         NA
## 1108          NA         NA   7.383561      NA       NA  7.632139         NA
## 2279          NA         NA         NA      NA       NA 10.570266         NA
## 2310          NA         NA         NA      NA       NA  9.062727         NA
## 2333          NA         NA         NA      NA       NA 10.244601         NA
## 2348          NA         NA  10.316774      NA       NA        NA         NA
## 2372          NA         NA   9.193797      NA       NA        NA         NA
## 2526          NA         NA         NA      NA       NA        NA         NA
## 2574          NA         NA         NA      NA       NA  9.766129  1.3064685
## 111           NA         NA  -8.016481      NA       NA  6.894925         NA
## 1438          NA         NA         NA      NA       NA  6.980227         NA
## 15041         NA         NA         NA      NA       NA  9.470000         NA
## 1811          NA         NA         NA      NA       NA  6.236938         NA
## 2092          NA         NA  -8.557211      NA       NA  8.887654  7.7669997
## 2131          NA -1.7073666         NA      NA       NA  9.567091         NA
## 2410          NA         NA   7.558750      NA       NA 11.168334         NA
## 2539  -0.9134512         NA  10.043119      NA       NA 10.400200         NA
## 1111          NA         NA  -8.016481      NA       NA  6.894925         NA
## 14381         NA         NA         NA      NA       NA  6.980227         NA
## 15042         NA         NA         NA      NA       NA  9.470000         NA
## 18111         NA         NA         NA      NA       NA  6.236938         NA
## 20921         NA         NA  -8.557211      NA       NA  8.887654  7.7669997
## 21311         NA -1.7073666         NA      NA       NA  9.567091         NA
## 24101         NA         NA   7.558750      NA       NA 11.168334         NA
## 25391 -0.9134512         NA  10.043119      NA       NA 10.400200         NA
## 529           NA         NA         NA      NA       NA  9.210119         NA
## 638           NA         NA   8.785393      NA       NA        NA         NA
## 951           NA         NA         NA      NA       NA 10.834587  5.3330332
## 1505          NA         NA         NA      NA       NA  9.216493         NA
## 1614          NA         NA         NA      NA       NA 10.668960  4.3256864
## 1927          NA         NA  -5.144556      NA       NA  9.664759  7.4501391
## 2481          NA         NA   9.665636      NA       NA  8.749427         NA
## 2590          NA         NA   9.413513      NA       NA  9.714480  1.9343300
## 467           NA         NA  -8.885717      NA       NA 10.305333         NA
##          FS_Z_sc FO_Z_sc    SI_Z_sc     SL_Z_sc     CU_Z_sc    KC_Z_sc
## 479           NA      NA  4.1690082  2.24981745          NA         NA
## 532           NA      NA         NA          NA  -6.4459221         NA
## 1032          NA      NA  7.0895913          NA   1.6035269         NA
## 1042          NA      NA  3.3141666  1.13000000          NA         NA
## 1047          NA      NA         NA -0.75083335  -9.2418185         NA
## 1964          NA      NA  7.3840184  1.30147605          NA         NA
## 2148          NA      NA         NA          NA  -1.3848445         NA
## 2154          NA      NA         NA          NA          NA         NA
## 2192          NA      NA  3.4698499  4.28509988          NA         NA
## 2241          NA      NA  2.3093246  3.50977770          NA         NA
## 447   -0.3101933      NA  4.8842376 -0.96464704          NA         NA
## 490           NA      NA  5.9989437          NA          NA  -3.654700
## 496           NA      NA  6.1807360          NA  -3.3382023         NA
## 923           NA      NA  7.0361001  1.25872413          NA  -2.872060
## 1038          NA      NA  3.1624750          NA  -8.7263510         NA
## 1960          NA      NA         NA          NA          NA         NA
## 1984   3.7058499      NA  5.8056998  0.34745617          NA         NA
## 1996          NA      NA         NA          NA          NA         NA
## 2009          NA      NA  7.0009999          NA          NA         NA
## 2051          NA      NA -6.2509910  5.75611086          NA         NA
## 2085   2.7991040      NA  5.9517231  2.64509841  -3.9142512         NA
## 342           NA      NA  5.6940967 -2.55947760          NA         NA
## 362    1.6446749      NA         NA  3.66222662          NA         NA
## 896           NA      NA         NA  1.83608694  -7.0191669         NA
## 1195          NA      NA  5.3928072  0.09095000          NA         NA
## 1389          NA      NA         NA -0.06038462          NA         NA
## 1393          NA      NA         NA          NA  -9.5863634         NA
## 1463          NA      NA         NA  4.44934432          NA         NA
## 1767          NA      NA         NA  4.03428568          NA         NA
## 2587          NA      NA  2.8880811  0.40170820          NA         NA
## 2607          NA      NA         NA  0.79630566          NA         NA
## 137           NA      NA         NA  0.31244614  -3.0863930         NA
## 258           NA      NA         NA -0.66428631          NA -10.448301
## 377           NA      NA  4.8611159  0.54645169          NA         NA
## 1581          NA      NA         NA          NA          NA         NA
## 1640          NA      NA         NA -0.24763157  -0.9236111         NA
## 2382          NA      NA  6.7450360  4.08355550  -2.3165980         NA
## 2503          NA      NA         NA  3.04250002  -2.2740285         NA
## 2622          NA      NA         NA          NA   2.0866390         NA
## 69            NA      NA         NA  0.66954522          NA         NA
## 136           NA      NA  6.7295192  0.14567169  -9.0045030         NA
## 1101          NA      NA  6.4000083  0.48179981          NA         NA
## 1268          NA      NA  8.0319635          NA          NA  -6.268392
## 1279          NA      NA  5.9862355  4.14496456          NA         NA
## 1308          NA      NA         NA  3.41274986          NA -10.150114
## 1324          NA      NA         NA  7.45499992          NA         NA
## 1330          NA      NA  8.9333889  0.21837143 -11.1046666         NA
## 2104          NA      NA         NA  9.82868767          NA         NA
## 2314          NA      NA         NA -3.11451623          NA         NA
## 2381          NA      NA  6.9228723  2.74260271  -2.0907499         NA
## 55            NA      NA  4.5266738 -2.08170806  -6.5781175         NA
## 1153          NA      NA -5.3373152  5.05995602  -8.0699997         NA
## 1439          NA      NA         NA  1.61124992          NA         NA
## 1617          NA      NA  7.3325847  4.08643832  -9.8983650         NA
## 1653          NA      NA         NA          NA  -6.2300000         NA
## 1737          NA      NA  7.2216670  4.18618510          NA         NA
## 1926          NA      NA  8.7140448          NA  -4.5547223         NA
## 2300          NA      NA  5.1505790  0.62400999  -6.6738834         NA
## 238           NA      NA  6.6962425 -0.73155128  -8.6134126         NA
## 1077          NA      NA  7.2094837 -1.25027024  -4.2960715         NA
## 1159          NA      NA  9.0725002 -1.36923071          NA         NA
## 1253          NA      NA         NA 10.29833349          NA         NA
## 1387          NA      NA         NA  4.42408161          NA         NA
## 1450          NA      NA  8.4700003          NA          NA         NA
## 1915          NA      NA         NA -0.93916670          NA         NA
## 2483          NA      NA         NA -0.39250001          NA         NA
## 612           NA      NA  7.7101621  1.40190625  -9.7261466         NA
## 1229          NA      NA         NA          NA          NA         NA
## 1231          NA      NA         NA  3.30629617  -1.6853846         NA
## 1349          NA      NA  2.9287132 -0.11569444          NA         NA
## 1553          NA      NA  6.4548675 -0.16539007          NA         NA
## 1660          NA      NA  4.8104870  0.71196923          NA         NA
## 1663          NA      NA         NA  1.22591397          NA         NA
## 1959          NA      NA         NA          NA          NA         NA
## 6121          NA      NA  7.7101621  1.40190625  -9.7261466         NA
## 12291         NA      NA         NA          NA          NA         NA
## 12311         NA      NA         NA  3.30629617  -1.6853846         NA
## 13491         NA      NA  2.9287132 -0.11569444          NA         NA
## 15531         NA      NA  6.4548675 -0.16539007          NA         NA
## 16601         NA      NA  4.8104870  0.71196923          NA         NA
## 16631         NA      NA         NA  1.22591397          NA         NA
## 19591         NA      NA         NA          NA          NA         NA
## 476           NA      NA  5.1189013 -1.60317693          NA         NA
## 527           NA      NA  5.6022571  2.07344964  -8.0025223         NA
## 576           NA      NA         NA          NA  -8.9783240         NA
## 2047          NA      NA         NA          NA          NA         NA
## 2118          NA      NA         NA  0.50930314  -3.3514400         NA
## 2133          NA      NA  6.8250607 -0.17703742          NA         NA
## 2134          NA      NA         NA          NA          NA         NA
## 2139          NA      NA         NA -0.35206490          NA         NA
## 2181          NA      NA         NA  1.82736738          NA         NA
## 2190          NA      NA         NA  0.81693574  -9.0955882         NA
## 2205          NA      NA         NA  1.23312011          NA         NA
## 2206          NA      NA  1.0159084  4.20849282          NA         NA
## 758    1.8377898      NA         NA  1.80006788  -7.7904163         NA
## 820           NA      NA  7.3438659 -2.83559998  -7.4216665         NA
## 1535          NA      NA         NA          NA  -6.5367705         NA
## 1546          NA      NA         NA  2.73821175  -5.4390997         NA
## 1555          NA      NA  5.7922949          NA          NA         NA
## 1618          NA      NA  3.4331818 -0.74315789          NA         NA
## 1684          NA      NA         NA -3.33291658          NA -10.065071
## 1740          NA      NA  5.2900000 -1.14829790          NA         NA
## 1746          NA      NA         NA  1.92968750          NA         NA
## 2515          NA      NA -1.3134951 -0.44294119          NA         NA
## 2577          NA      NA         NA  2.93248045          NA         NA
## 537           NA      NA         NA  0.83041768          NA         NA
## 960           NA      NA         NA  1.53151584          NA  -8.840849
## 1068          NA      NA         NA          NA  -8.2940961         NA
## 12531         NA      NA         NA 10.29833349          NA         NA
## 1301          NA      NA  2.4303449  2.45097562          NA         NA
## 1487          NA      NA         NA  2.60469382  -5.8850002         NA
## 1508          NA      NA         NA -0.12265822          NA         NA
## 1735          NA      NA  3.7753848  1.57000001  -5.7066669         NA
## 2294          NA      NA  9.2872496  0.79869378          NA         NA
## 805           NA      NA  5.9205262          NA  -5.8209090         NA
## 1563          NA      NA         NA          NA          NA  -4.194000
## 1576          NA      NA         NA          NA          NA         NA
## 1578   0.6470149      NA         NA  3.02999997          NA         NA
## 1588          NA      NA         NA  6.99875021  -3.4500000         NA
## 1606          NA      NA         NA -0.86880593          NA  -4.975000
## 1644          NA      NA         NA          NA   1.0000000         NA
## 1650          NA      NA         NA  1.61555554          NA         NA
## 1655          NA      NA         NA          NA          NA         NA
## 1679          NA      NA         NA  1.06810125          NA         NA
## 1698          NA      NA         NA  1.72282058          NA         NA
## 1712          NA      NA         NA          NA          NA         NA
## 1722          NA      NA  0.3734722  2.23496296          NA         NA
## 1745          NA      NA  4.5183722  0.70583785          NA         NA
## 2562          NA      NA         NA  0.41868047          NA         NA
## 366           NA      NA         NA  2.45990337  -3.5450419         NA
## 389           NA      NA  5.1301011  1.20446580          NA         NA
## 424           NA      NA  3.6903221 -0.56296449  -6.1433551         NA
## 1627          NA      NA         NA          NA          NA         NA
## 1668          NA      NA  7.1050000  1.88366661          NA -10.652798
## 2123          NA      NA         NA          NA          NA         NA
## 2146          NA      NA  5.2494560  0.34218807          NA         NA
## 21811         NA      NA         NA  1.82736738          NA         NA
## 231           NA      NA         NA          NA  -7.5854168         NA
## 592           NA      NA  2.7325786  1.22238835          NA         NA
## 813           NA      NA         NA  1.59675681  -6.4900002         NA
## 1088          NA      NA         NA          NA  -8.0518182         NA
## 1449          NA      NA  6.8825862  3.07757051          NA         NA
## 1670          NA      NA  6.8220352  2.16939694          NA         NA
## 1945   3.6274879      NA  6.5188916  1.89301149          NA         NA
## 2306          NA      NA         NA          NA  -5.6999998         NA
## 2527          NA      NA  0.5561735 -3.76594585          NA         NA
## 340           NA      NA  6.0658107 -0.76727608          NA         NA
## 429           NA      NA  6.4373975  0.70978049  -4.9576198         NA
## 807           NA      NA         NA  3.35834683  -1.3300000         NA
## 9231          NA      NA  7.0361001  1.25872413          NA  -2.872060
## 1867          NA      NA         NA          NA  -2.5133333         NA
## 1956          NA      NA         NA -0.81343785 -10.5833333         NA
## 2334          NA      NA  8.8800001  2.23333327  -7.1050000         NA
## 2450          NA      NA  3.7615961 -0.32122449          NA         NA
## 372           NA      NA         NA  0.81214614          NA  -5.266870
## 412           NA      NA         NA          NA  -3.9584404         NA
## 775           NA      NA         NA -1.45243901  -5.3315383         NA
## 1358          NA      NA         NA  2.03999996  -5.2600002         NA
## 1448          NA      NA  8.6617884  2.64808283          NA         NA
## 1899          NA      NA  4.8413335 -0.32000000  -7.2600002         NA
## 1939          NA      NA         NA          NA   8.9050703         NA
## 2302          NA      NA  4.5292309 -1.41611110          NA         NA
## 347           NA      NA  4.4948946  0.82637012          NA         NA
## 743           NA      NA  4.5949428  2.31966484  -1.9621518         NA
## 1374          NA      NA         NA -4.20400009          NA         NA
## 1376          NA      NA 11.2260002  1.32000005  -7.7427452         NA
## 14871         NA      NA         NA  2.60469382  -5.8850002         NA
## 1509          NA      NA 10.0649996  2.25333341          NA         NA
## 1874          NA      NA         NA          NA          NA         NA
## 2270          NA      NA         NA  2.66789050          NA         NA
## 711           NA      NA  8.5703998  0.56623671          NA  -6.693226
## 10421         NA      NA  3.3141666  1.13000000          NA         NA
## 1161          NA      NA         NA          NA          NA  -7.904986
## 1235          NA      NA         NA -2.71350532  -6.7391451         NA
## 1300          NA      NA         NA          NA          NA         NA
## 1320          NA      NA         NA  0.62835052          NA         NA
## 2238          NA      NA  3.2675209  2.32842950          NA         NA
## 2569          NA      NA  1.2355803 -1.41879900          NA         NA
## 395           NA      NA         NA          NA          NA         NA
## 1429          NA      NA -2.0939080  0.58637680          NA         NA
## 1440          NA      NA  5.4800000  0.62000000          NA         NA
## 1443          NA      NA  6.3600001          NA   0.8124306         NA
## 1474   2.5745918      NA         NA  1.04492305          NA         NA
## 1501          NA      NA         NA  1.09816666          NA         NA
## 1502  -0.5546154      NA  1.9911556  3.39996425          NA         NA
## 1504          NA      NA         NA -0.49666665          NA         NA
## 1516          NA      NA         NA          NA  -7.2766664         NA
## 1922          NA      NA         NA  0.54290322          NA         NA
## 222           NA      NA         NA  3.01940123  -4.4778005         NA
## 4791          NA      NA  4.1690082  2.24981745          NA         NA
## 1254          NA      NA  6.8407185  3.85361909  -9.9552401         NA
## 1343          NA      NA         NA  9.09500027   5.2600002         NA
## 1671   3.2463044      NA  5.3711876  0.20443037          NA         NA
## 1705   2.3964646      NA 10.2049999  0.13666666  -6.5920452         NA
## 1719          NA      NA  5.9789458  1.00902514          NA         NA
## 1830          NA      NA         NA  0.41769229          NA         NA
## 1172          NA      NA         NA  0.75411763  -5.2654544         NA
## 11951         NA      NA  5.3928072  0.09095000          NA         NA
## 1311          NA      NA  4.6340951 -0.18292080  -8.3859158         NA
## 1313          NA      NA  8.1750001  0.12785124          NA         NA
## 1353          NA      NA  8.5141665          NA          NA         NA
## 1360          NA      NA  4.6782352          NA  -3.9992858         NA
## 1895          NA      NA         NA -2.11043101          NA         NA
## 1983          NA      NA         NA          NA          NA         NA
## 2248          NA      NA         NA  0.99722139          NA         NA
## 2357          NA      NA         NA  0.31459999  -0.3300000         NA
## 226           NA      NA         NA -0.24257764          NA         NA
## 480           NA      NA         NA -0.21990603          NA         NA
## 845           NA      NA  5.9659901  1.59013530  -4.3696858         NA
## 1552          NA      NA  6.8066667 -0.21644444          NA         NA
## 1609          NA      NA  3.6846577  4.35642854  -1.4538506         NA
## 1703          NA      NA         NA          NA   7.8649998         NA
## 1728   3.1932450      NA  9.3275003  3.64228581          NA         NA
## 2145          NA      NA         NA -0.09018647          NA         NA
## 249           NA      NA         NA  2.06933675  -2.2387913         NA
## 251           NA      NA  4.6819606 -1.56846224  -6.0073767         NA
## 506           NA      NA         NA          NA   0.3324056         NA
## 556           NA      NA  6.6352765  2.61626901          NA         NA
## 1208          NA      NA  2.3436584  4.41228922          NA         NA
## 1283          NA      NA         NA -2.94450378          NA         NA
## 1284   5.3583336      NA         NA -1.89354165  -3.6554894         NA
## 2345          NA      NA -2.2069802  0.36213838          NA         NA
## 2565          NA      NA  7.9903616  3.80189140          NA         NA
## 317           NA      NA  4.1458048  0.85729176          NA         NA
## 335           NA      NA         NA  0.39122791          NA         NA
## 663           NA      NA  0.7251758          NA   0.4230110         NA
## 1333          NA      NA  6.5911318  0.21637393          NA         NA
## 1475          NA      NA         NA  1.07000003          NA         NA
## 19961         NA      NA         NA          NA          NA         NA
## 2113          NA      NA         NA  1.58464126  -5.0225117         NA
## 2368          NA      NA  4.5614285 -0.16323530          NA         NA
## 22            NA      NA         NA  0.10504615          NA  -5.602843
## 63            NA      NA         NA          NA          NA  -9.070234
## 168           NA      NA  7.8594973  4.15871991          NA         NA
## 174           NA      NA         NA          NA  -5.6880816         NA
## 673           NA      NA         NA  1.36766110  -6.6202576         NA
## 1177          NA      NA  5.9609856  2.91565661          NA         NA
## 1180          NA      NA         NA          NA          NA  -3.128279
## 1260          NA      NA         NA -0.32439999          NA         NA
## 1744          NA      NA  6.2835163  3.53103087          NA         NA
## 1759          NA      NA  7.5000000 -0.10812275  -6.1306000         NA
## 2222          NA      NA  1.3849509  0.44741076          NA         NA
## 2362          NA      NA 10.3864917          NA  -3.9656602         NA
## 2530          NA      NA         NA  0.46815792  -7.6900001         NA
## 2600          NA      NA  5.8419616  2.31554901          NA         NA
## 2641          NA      NA         NA  2.68095245          NA         NA
## 7581   1.8377898      NA         NA  1.80006788  -7.7904163         NA
## 1178          NA      NA  2.5641905 -2.86584700          NA         NA
## 1287          NA      NA         NA  0.34626666  -7.6277778         NA
## 1445          NA      NA         NA  6.98562479          NA         NA
## 19561         NA      NA         NA -0.81343785 -10.5833333         NA
## 2229          NA      NA         NA  3.37428707          NA         NA
## 2246          NA      NA  2.8475702  0.22760790          NA         NA
## 2312          NA      NA  7.8578721          NA          NA  -5.107436
## 2412          NA      NA         NA  2.20422535          NA         NA
## 173           NA      NA         NA -1.24437604  -6.2553407         NA
## 315           NA      NA         NA  0.81053594          NA         NA
## 376           NA      NA         NA          NA          NA  -5.109643
## 1630          NA      NA         NA          NA          NA         NA
## 1646          NA      NA  5.0630987 -1.54069445          NA         NA
## 1683   2.1380000      NA  8.9859881  4.60203123          NA         NA
## 1891          NA      NA  6.5821804 -0.67784093          NA         NA
## 1930          NA      NA  4.2689998  2.35577774          NA         NA
## 2007          NA      NA  2.4468546 -1.64257050          NA         NA
## 2252          NA      NA  1.6417204 -0.57868680          NA         NA
## 2471          NA      NA         NA -1.99068961          NA         NA
## 2511          NA      NA         NA  0.66659574  -5.2654168         NA
## 152           NA      NA  4.3954035  2.89173739          NA         NA
## 307           NA      NA  0.5952149  1.01034401          NA         NA
## 414           NA      NA  4.7495222  0.22798342          NA         NA
## 1185          NA      NA         NA          NA          NA  -5.894815
## 1331          NA      NA  5.8799741          NA  -4.3214817         NA
## 1351          NA      NA         NA  4.71000004  -0.6450000         NA
## 1565          NA      NA         NA 10.77000046   2.5740000         NA
## 1718          NA      NA         NA          NA          NA         NA
## 1808          NA      NA         NA          NA  -0.7900000         NA
## 2013          NA      NA  4.0621600  1.76487784  -4.7732001         NA
## 2031          NA      NA         NA          NA          NA         NA
## 2090          NA      NA  7.4667333  3.55913229          NA         NA
## 598           NA      NA         NA          NA   1.6305966         NA
## 1155          NA      NA -1.9316667  0.09358695          NA         NA
## 13581         NA      NA         NA  2.03999996  -5.2600002         NA
## 1533          NA      NA         NA -0.97651167          NA         NA
## 2025          NA      NA  8.4866979  3.53655847  -6.2491398         NA
## 2035          NA      NA         NA  1.61261613          NA         NA
## 2307          NA      NA  4.5098675  0.88358851          NA         NA
## 2498          NA      NA         NA          NA  -7.0743752         NA
## 5321          NA      NA         NA          NA  -6.4459221         NA
## 975           NA      NA         NA  1.20975059  -5.3243483         NA
## 1040          NA      NA  7.7293239          NA  -7.5862503         NA
## 1214          NA      NA         NA -1.91358972          NA         NA
## 1612          NA      NA         NA          NA          NA         NA
## 2006          NA      NA         NA          NA          NA         NA
## 2338          NA      NA  3.9974999 -2.90153856          NA         NA
## 2504          NA      NA  2.2538636          NA  -4.0173395         NA
## 2536          NA      NA         NA -2.37941181  -6.8699999         NA
## 279           NA      NA         NA  1.07526148          NA         NA
## 351    5.0805368      NA         NA          NA          NA         NA
## 1336          NA      NA         NA  1.16250001          NA         NA
## 13492         NA      NA  2.9287132 -0.11569444          NA         NA
## 1356   3.5218109      NA         NA -0.25495370          NA         NA
## 1417          NA      NA  8.6435488  1.62843143          NA         NA
## 15091         NA      NA 10.0649996  2.25333341          NA         NA
## 1542          NA      NA 11.5225562 -3.02137395          NA         NA
## 2055          NA      NA  6.2956540  1.15338999  -3.7879759         NA
## 2273          NA      NA  1.6193840 -1.87203328          NA         NA
## 2499          NA      NA  3.7783075 -0.41047945          NA         NA
## 2566          NA      NA  7.0254502  0.52131499          NA         NA
## 51            NA      NA  7.6015631          NA  -7.9652947         NA
## 365    2.4914830      NA  4.6032090  4.44501017          NA         NA
## 552    6.7779891      NA         NA -0.95318439          NA         NA
## 630           NA      NA  6.2146907  2.40441701          NA         NA
## 1493          NA      NA         NA  3.94000015          NA         NA
## 1506          NA      NA         NA  0.91159233          NA         NA
## 1514          NA      NA         NA  7.55666669          NA         NA
## 1925   2.2206985      NA  3.9633334  3.01947369          NA         NA
## 2349          NA      NA 11.5500002  1.59690906          NA         NA
## 2413          NA      NA  8.9853844          NA          NA         NA
## 2629          NA      NA  2.2829412  1.47379135          NA         NA
## 48            NA      NA  9.4552337          NA  -2.5749502         NA
## 246           NA      NA -2.3258682  1.01509855          NA         NA
## 1428          NA      NA         NA          NA          NA         NA
## 14872         NA      NA         NA  2.60469382  -5.8850002         NA
## 1503          NA      NA  4.3207873 -2.56564708          NA         NA
## 16981         NA      NA         NA  1.72282058          NA         NA
## 1700          NA      NA -6.0357095  3.33764218          NA         NA
## 2169          NA      NA         NA          NA  -2.3772099         NA
## 2178          NA      NA         NA  2.41515541  -1.1880826         NA
## 2626          NA      NA         NA -0.03039509          NA         NA
## 3951          NA      NA         NA          NA          NA         NA
## 1270          NA      NA         NA  1.08571427  -8.2966665         NA
## 1315          NA      NA         NA          NA  -4.3679570         NA
## 1381          NA      NA         NA -0.31444444          NA         NA
## 16531         NA      NA         NA          NA  -6.2300000         NA
## 1661          NA      NA  5.5740911 -0.70200001  -8.7019997         NA
## 2027          NA      NA         NA  1.72578195  -2.0708667         NA
## 2128          NA      NA         NA -0.71369311          NA         NA
## 1220          NA      NA  5.3607040  1.20399996          NA         NA
## 1369          NA      NA         NA  9.20888858          NA         NA
## 1392          NA      NA  3.9703335  0.61443928          NA         NA
## 1751          NA      NA         NA  1.40238407          NA         NA
## 1988          NA      NA  6.4843750 -0.76187897          NA         NA
## 2153          NA      NA         NA  2.61513283          NA         NA
## 2167          NA      NA         NA          NA  -8.1380726         NA
## 2437          NA      NA         NA  2.02277777  -1.7903572         NA
## 2454          NA      NA  8.8733336  2.56281257 -11.1600001         NA
## 2578          NA      NA  9.1519495          NA          NA         NA
## 1097   7.2729599      NA 10.2305002  4.26449373  -8.9507324         NA
## 1209          NA      NA  4.6563637 -1.11833334          NA         NA
## 1335          NA      NA         NA -2.20703451  -3.7800000         NA
## 1975          NA      NA         NA -2.17060927  -5.2626572         NA
## 2187          NA      NA         NA  4.40598932          NA         NA
## 2259          NA      NA         NA  0.18202333  -7.7455997         NA
## 2341          NA      NA         NA -0.50202705          NA         NA
## 2453          NA      NA  7.4331726  0.21815331          NA         NA
## 2522          NA      NA         NA  1.82191354  -2.2508450         NA
## 574           NA      NA  6.5534772          NA   2.2630951         NA
## 590           NA      NA         NA  1.07062103          NA         NA
## 983    2.6110673      NA  7.5428877  0.59160786          NA  -6.927551
## 1013          NA      NA  7.0370370          NA  -1.6197769         NA
## 2076          NA      NA         NA          NA          NA         NA
## 2158          NA      NA  1.6130650  0.61290141          NA         NA
## 2177          NA      NA  5.1111450  1.37218453          NA         NA
## 2324          NA      NA  2.7600000  1.22014538          NA         NA
## 182           NA      NA  5.1865725  0.01948992  -7.0685104         NA
## 212           NA      NA  6.8958546          NA  -6.0025622         NA
## 333           NA      NA  4.2662630  1.58237673  -6.5982340         NA
## 609           NA      NA         NA          NA  -7.3863705         NA
## 1162          NA      NA  6.6271692          NA  -5.9891890         NA
## 1286          NA      NA  3.8373413 -0.50222581  -7.4515896         NA
## 1426          NA      NA  9.5370412          NA  -7.0866050         NA
## 1611          NA      NA  6.1277069  0.43357144          NA         NA
## 1882          NA      NA         NA  1.46044770          NA         NA
## 1958          NA      NA  4.5497753  0.13046715          NA  -4.382469
## 2038   1.6287737      NA         NA  4.51349982          NA         NA
## 2467          NA      NA  5.6527408  3.11511807          NA         NA
## 756           NA      NA         NA -2.53111119  -4.6550002         NA
## 780           NA      NA         NA  2.71604331          NA  -4.650621
## 991           NA      NA  5.4792813  0.71963040          NA         NA
## 1305          NA      NA         NA  4.62833341  -2.9057838         NA
## 1373          NA      NA         NA          NA          NA         NA
## 1459          NA      NA         NA  2.72324679          NA         NA
## 1594          NA      NA         NA          NA  -0.8725000         NA
## 1860          NA      NA         NA          NA          NA         NA
## 613           NA      NA  4.2307387 -1.75102491          NA         NA
## 1108          NA      NA  6.4337242  0.45890262  -9.4075260         NA
## 2279          NA      NA         NA -1.28637505          NA         NA
## 2310          NA      NA         NA          NA  -3.5225000         NA
## 2333          NA      NA  9.6549997          NA  -6.6327585         NA
## 2348          NA      NA  3.6400000          NA  -1.1800000         NA
## 2372          NA      NA  4.2998297 -2.24147952          NA         NA
## 2526          NA      NA  2.7560000 -3.76285716          NA         NA
## 2574          NA      NA  7.5588334 -1.61429997          NA         NA
## 111           NA      NA  6.2185050  1.73134088  -3.8193466         NA
## 1438          NA      NA  4.8056922 -2.80469373  -7.1598388         NA
## 15041         NA      NA         NA -0.49666665          NA         NA
## 1811          NA      NA  7.1700001          NA  -0.0500000         NA
## 2092          NA      NA  5.4011054  3.25790950          NA         NA
## 2131          NA      NA         NA          NA          NA         NA
## 2410          NA      NA         NA          NA   2.5255555         NA
## 2539          NA      NA         NA          NA          NA  -4.821709
## 1111          NA      NA  6.2185050  1.73134088  -3.8193466         NA
## 14381         NA      NA  4.8056922 -2.80469373  -7.1598388         NA
## 15042         NA      NA         NA -0.49666665          NA         NA
## 18111         NA      NA  7.1700001          NA  -0.0500000         NA
## 20921         NA      NA  5.4011054  3.25790950          NA         NA
## 21311         NA      NA         NA          NA          NA         NA
## 24101         NA      NA         NA          NA   2.5255555         NA
## 25391         NA      NA         NA          NA          NA  -4.821709
## 529           NA      NA         NA          NA          NA         NA
## 638           NA      NA  4.4663516  2.80286949          NA         NA
## 951    5.2393494      NA         NA -0.60772430          NA         NA
## 1505          NA      NA         NA          NA  -3.6467743         NA
## 1614          NA      NA         NA -0.34057143          NA         NA
## 1927          NA      NA  6.9648611          NA  -0.3080250         NA
## 2481          NA      NA         NA  2.68816899  -7.0452002         NA
## 2590          NA      NA         NA          NA          NA         NA
## 467           NA      NA         NA  4.28899862          NA         NA
##          EP_Z_sc      CH_Z_sc SC_Z_sc  KN_Z_sc     VAA_CU     VAA_FA    VAA_FF
## 479           NA  4.873554845      NA       NA         NA         NA -4.220307
## 532           NA  8.445819536      NA       NA -10.439675         NA -5.503564
## 1032          NA  4.016098861      NA       NA  -8.503144         NA -4.395590
## 1042          NA  0.076363634      NA       NA         NA         NA -5.329944
## 1047          NA  7.376000214      NA       NA  -9.697313         NA -4.736300
## 1964          NA  5.922815176      NA       NA         NA         NA -4.571680
## 2148   5.5439453           NA      NA       NA -10.813121  -7.709798        NA
## 2154  11.5139000           NA      NA       NA         NA  -8.600181        NA
## 2192          NA  3.822126770      NA       NA         NA         NA        NA
## 2241          NA  1.663702681      NA       NA         NA         NA -4.301831
## 447           NA           NA      NA       NA         NA         NA -5.023799
## 490           NA  3.479235155      NA       NA         NA         NA -5.371977
## 496           NA  4.124891145      NA       NA  -9.976131         NA -5.301384
## 923           NA  3.999469145      NA       NA         NA         NA -4.524544
## 1038          NA  1.173849321      NA       NA -10.607567         NA -5.514302
## 1960   8.5675998           NA      NA       NA         NA         NA        NA
## 1984          NA           NA      NA       NA         NA         NA -4.199851
## 1996   7.0349093           NA      NA       NA         NA  -9.438118        NA
## 2009          NA  0.845791658      NA       NA         NA         NA -5.213357
## 2051          NA           NA      NA       NA         NA         NA -2.304854
## 2085          NA           NA      NA       NA  -8.999121         NA -4.370546
## 342           NA  2.516948301      NA       NA         NA         NA -5.576477
## 362           NA           NA      NA       NA         NA         NA -4.668358
## 896           NA  6.930000305      NA       NA -11.288947         NA -4.634212
## 1195          NA  6.183809371      NA       NA         NA         NA -5.215904
## 1389          NA           NA      NA       NA         NA         NA -5.372892
## 1393          NA           NA      NA       NA -11.406131         NA -5.387593
## 1463          NA 10.137232100      NA       NA         NA         NA -5.047279
## 1767          NA  8.202500343      NA       NA         NA         NA -4.700908
## 2587          NA           NA      NA       NA         NA         NA        NA
## 2607          NA  3.012010998      NA       NA         NA         NA -4.212988
## 137           NA  5.020539138      NA       NA  -9.218025         NA -4.439885
## 258           NA  3.744594228      NA       NA         NA         NA -4.657035
## 377           NA  3.787383674      NA       NA         NA         NA -5.265474
## 1581   9.6347998           NA      NA       NA         NA  -5.182467        NA
## 1640          NA           NA      NA       NA  -8.854233         NA -4.333805
## 2382          NA           NA      NA       NA -10.026580         NA -6.184612
## 2503          NA           NA      NA       NA  -9.304003         NA -4.742802
## 2622          NA  5.477775097      NA       NA  -8.267001         NA -5.230448
## 69            NA           NA      NA       NA -11.491533         NA -4.245610
## 136           NA  4.700587254      NA       NA -10.680298         NA -5.308922
## 1101          NA  5.444545481      NA       NA         NA         NA -5.604778
## 1268          NA  5.141406059      NA       NA         NA         NA -4.984217
## 1279          NA  1.991814691      NA       NA         NA         NA -4.663342
## 1308          NA           NA      NA       NA         NA         NA -4.753719
## 1324          NA           NA      NA       NA         NA         NA        NA
## 1330          NA  6.146460069      NA       NA -11.161870         NA -4.741093
## 2104          NA  9.422800064      NA       NA         NA -10.755453        NA
## 2314          NA           NA      NA       NA         NA         NA -4.480753
## 2381          NA           NA      NA       NA  -8.251133         NA -4.640221
## 55            NA  2.502860431      NA       NA -11.625089         NA -5.326631
## 1153          NA -4.314285823      NA       NA         NA         NA -3.759983
## 1439          NA           NA      NA       NA         NA         NA -5.127782
## 1617          NA  5.807777829      NA       NA -10.211156         NA -4.549005
## 1653          NA           NA      NA       NA -16.262107  -7.937362        NA
## 1737          NA  2.161919594      NA       NA         NA         NA -4.717651
## 1926          NA  4.769226074      NA       NA  -8.964371         NA -4.808064
## 2300          NA           NA      NA       NA  -9.418337         NA -5.768037
## 238           NA  3.450893100      NA       NA -10.605438         NA -4.757290
## 1077          NA  6.823783668      NA       NA  -9.554804         NA -5.459722
## 1159          NA           NA      NA       NA         NA         NA -5.412476
## 1253          NA           NA      NA       NA         NA         NA        NA
## 1387          NA  5.358108108      NA       NA         NA         NA -4.821611
## 1450          NA  2.114444521      NA       NA         NA         NA -3.942716
## 1915          NA  4.235000134      NA       NA         NA         NA -5.360000
## 2483          NA           NA      NA       NA         NA         NA -5.869268
## 612           NA  5.351728153      NA       NA -11.280222         NA -5.284991
## 1229          NA           NA      NA       NA         NA  -8.766105        NA
## 1231          NA  7.077499866      NA       NA  -9.631246         NA -5.006247
## 1349          NA  0.328392846      NA       NA         NA         NA -3.865909
## 1553          NA  5.803333282      NA       NA         NA         NA -4.415162
## 1660          NA  7.960000038      NA       NA         NA         NA -4.995363
## 1663          NA  6.784971381      NA       NA         NA         NA -4.394984
## 1959  10.7809830           NA      NA       NA         NA  -7.265346        NA
## 6121          NA  5.351728153      NA       NA -11.280222         NA -5.284991
## 12291         NA           NA      NA       NA         NA  -8.766105        NA
## 12311         NA  7.077499866      NA       NA  -9.631246         NA -5.006247
## 13491         NA  0.328392846      NA       NA         NA         NA -3.865909
## 15531         NA  5.803333282      NA       NA         NA         NA -4.415162
## 16601         NA  7.960000038      NA       NA         NA         NA -4.995363
## 16631         NA  6.784971381      NA       NA         NA         NA -4.394984
## 19591 10.7809830           NA      NA       NA         NA  -7.265346        NA
## 476           NA  0.587771599      NA       NA         NA         NA -4.052861
## 527           NA           NA      NA       NA -10.964815         NA -5.682529
## 576           NA  3.759925456      NA       NA  -9.971332         NA -5.320864
## 2047          NA           NA      NA       NA         NA -14.410769        NA
## 2118          NA  4.442642051      NA       NA         NA         NA -4.742238
## 2133          NA  4.406394598      NA       NA         NA         NA -5.072382
## 2134          NA           NA      NA       NA         NA  -6.271774        NA
## 2139          NA 10.631366730      NA       NA         NA         NA -5.208356
## 2181          NA           NA      NA       NA         NA         NA -4.871913
## 2190          NA  7.813839722      NA       NA -10.289677         NA -5.554273
## 2205          NA           NA      NA       NA         NA         NA -6.284264
## 2206          NA  0.076357803      NA       NA         NA         NA -4.131482
## 758           NA           NA      NA       NA -10.668065         NA -5.324072
## 820           NA  5.108280853      NA       NA -10.519809         NA -5.600880
## 1535          NA           NA      NA       NA  -9.850666         NA -4.430012
## 1546          NA           NA      NA       NA -10.118943         NA -4.464090
## 1555          NA  2.554779820      NA       NA         NA         NA -5.198144
## 1618          NA           NA      NA       NA         NA         NA -4.570648
## 1684          NA           NA      NA       NA         NA         NA -4.635513
## 1740          NA  6.704999924      NA       NA         NA         NA -5.174359
## 1746          NA  4.045999908      NA       NA         NA         NA -4.940552
## 2515          NA           NA      NA       NA         NA         NA        NA
## 2577          NA  5.745999953      NA       NA         NA         NA -5.274048
## 537           NA  3.986961940      NA       NA         NA         NA -5.720418
## 960           NA  8.929030293      NA       NA         NA         NA -4.770200
## 1068          NA  3.997659561      NA       NA -11.074522         NA -5.489004
## 12531         NA           NA      NA       NA         NA         NA        NA
## 1301          NA -0.306999993      NA       NA         NA         NA -4.696078
## 1487          NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1508          NA           NA      NA       NA -10.117679         NA -5.231375
## 1735          NA  2.390000025      NA       NA  -9.701488         NA -5.091646
## 2294          NA           NA      NA       NA         NA         NA -4.923186
## 805           NA  1.947894649      NA       NA  -9.975006         NA -4.706986
## 1563          NA  5.074891464      NA       NA         NA         NA -4.288570
## 1576          NA           NA      NA       NA         NA -11.044205        NA
## 1578          NA           NA      NA       NA         NA         NA -4.672783
## 1588          NA           NA      NA       NA -10.996832         NA        NA
## 1606          NA  1.635973638      NA       NA         NA         NA -4.289790
## 1644          NA           NA      NA       NA         NA -10.640909        NA
## 1650          NA           NA      NA       NA         NA         NA -4.776615
## 1655          NA           NA      NA       NA -14.103274  -6.240165        NA
## 1679          NA  3.439193479      NA       NA         NA         NA -4.823610
## 1698          NA  3.936097680      NA       NA         NA         NA -4.453029
## 1712   6.4376472           NA      NA       NA         NA  -6.772910        NA
## 1722          NA -3.591428484      NA       NA         NA         NA -4.471178
## 1745          NA  3.505714344      NA       NA         NA         NA -6.318825
## 2562          NA  1.171463568      NA       NA         NA         NA -5.092343
## 366           NA  5.005811143      NA       NA  -9.025195         NA -4.646252
## 389           NA  1.464265101      NA       NA         NA         NA -4.889734
## 424           NA           NA      NA       NA  -9.636036         NA -5.553007
## 1627   9.9066664           NA      NA       NA         NA  -5.049945        NA
## 1668          NA  1.669999957      NA       NA         NA         NA        NA
## 2123          NA           NA      NA       NA         NA -10.629171        NA
## 2146          NA  0.293454435      NA       NA         NA         NA -4.535273
## 21811         NA           NA      NA       NA         NA         NA -4.871913
## 231           NA  4.001031184      NA       NA -11.014451         NA -4.594588
## 592           NA -0.302422989      NA       NA         NA         NA -4.863577
## 813           NA  3.795714242      NA       NA -10.956021         NA -6.104386
## 1088          NA  8.520344701      NA       NA -11.634963         NA -5.559729
## 1449          NA  5.614028601      NA       NA         NA         NA -5.319866
## 1670          NA  3.108407573      NA       NA         NA         NA -4.573071
## 1945          NA           NA      NA       NA         NA         NA -5.412420
## 2306          NA  5.210000038      NA       NA -10.517032  -6.952709        NA
## 2527          NA  0.005621621      NA       NA         NA         NA        NA
## 340           NA           NA      NA       NA         NA         NA -4.954759
## 429           NA  5.538785815      NA       NA -10.359540         NA -5.106900
## 807           NA  3.870389468      NA       NA  -8.104561         NA -4.179390
## 9231          NA  3.999469145      NA       NA         NA         NA -4.524544
## 1867          NA  2.056000010      NA       NA  -8.549517         NA -4.818989
## 1956          NA  2.997849941      NA       NA -11.215586         NA -5.475330
## 2334          NA           NA      NA       NA -11.112517         NA -6.315432
## 2450          NA  0.625552125      NA       NA         NA         NA -4.789751
## 372           NA           NA      NA       NA         NA         NA -4.850977
## 412           NA  4.846441940      NA       NA         NA         NA -4.353950
## 775           NA  2.736363671      NA       NA  -8.714671         NA -4.640147
## 1358          NA  4.954285758      NA       NA -12.414409         NA -6.604662
## 1448          NA  3.918153733      NA       NA         NA         NA -4.607757
## 1899          NA  4.770000140      NA       NA  -8.722673         NA -4.072062
## 1939   3.4876963           NA      NA       NA         NA  -6.044874        NA
## 2302          NA           NA      NA       NA         NA         NA -5.476056
## 347           NA           NA      NA       NA         NA         NA -4.510356
## 743           NA  2.353447883      NA       NA  -8.532929         NA -4.696392
## 1374          NA           NA      NA       NA         NA         NA -5.778091
## 1376          NA  5.760806668      NA       NA -10.891675         NA -5.292933
## 14871         NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1509          NA  7.914285932      NA       NA         NA         NA -4.389427
## 1874   6.9199998           NA      NA       NA         NA  -6.638622        NA
## 2270          NA  2.421304959      NA       NA         NA         NA -4.332554
## 711           NA  6.047102323      NA       NA         NA         NA -4.129930
## 10421         NA  0.076363634      NA       NA         NA         NA -5.329944
## 1161          NA           NA      NA       NA         NA         NA -6.668750
## 1235          NA           NA      NA       NA  -9.972024         NA -5.258212
## 1300          NA           NA      NA       NA         NA  -7.998063        NA
## 1320          NA  2.252150505      NA       NA         NA         NA -5.064268
## 2238          NA  1.410341151      NA       NA         NA         NA        NA
## 2569          NA  1.077356656      NA       NA         NA         NA -4.799717
## 395           NA  2.242582224      NA       NA         NA         NA -4.738345
## 1429          NA -4.757272894      NA       NA         NA         NA -3.410361
## 1440          NA           NA      NA       NA         NA         NA -5.233207
## 1443          NA  6.233067034      NA       NA  -8.171292         NA -4.879215
## 1474          NA           NA      NA       NA         NA         NA -4.586814
## 1501          NA -0.037096773      NA       NA         NA         NA -5.386968
## 1502          NA           NA      NA       NA         NA         NA -3.686156
## 1504          NA           NA      NA       NA         NA         NA -4.721997
## 1516          NA           NA      NA       NA -10.073730         NA -4.693522
## 1922          NA           NA      NA       NA         NA         NA -4.363320
## 222           NA  5.752807228      NA       NA  -9.208234         NA -4.419014
## 4791          NA  4.873554845      NA       NA         NA         NA -4.220307
## 1254          NA  4.493478195      NA       NA -10.431276         NA -4.499160
## 1343          NA           NA      NA       NA -11.399667  -5.519554        NA
## 1671          NA           NA      NA       NA         NA         NA        NA
## 1705          NA           NA      NA       NA  -9.354853         NA -4.673614
## 1719          NA           NA      NA       NA         NA         NA -4.433957
## 1830          NA  2.777999878      NA       NA         NA         NA -5.303823
## 1172          NA           NA      NA       NA  -8.968598         NA -4.849424
## 11951         NA  6.183809371      NA       NA         NA         NA -5.215904
## 1311          NA           NA      NA       NA  -9.998525         NA -5.226359
## 1313          NA  4.932063511      NA       NA         NA         NA -4.823918
## 1353          NA -2.284589990      NA       NA         NA         NA -4.304745
## 1360          NA  4.579999924      NA       NA  -9.191716         NA -4.905090
## 1895          NA  6.655000051      NA       NA         NA         NA -5.189989
## 1983  11.1174048           NA      NA       NA         NA  -6.186480        NA
## 2248          NA  0.201158663      NA       NA         NA         NA -4.879906
## 2357          NA  5.639999928      NA       NA  -8.068710         NA -5.114883
## 226           NA  5.690764034      NA       NA  -9.523365         NA -4.688657
## 480           NA  3.903328621      NA       NA         NA         NA -4.317724
## 845           NA  3.974462840      NA       NA  -9.974303         NA -4.666556
## 1552          NA  5.760000229      NA       NA         NA         NA -5.179404
## 1609          NA  2.242763118      NA       NA  -7.615738         NA -4.028795
## 1703          NA           NA      NA 4.081429 -11.574626 -10.474548        NA
## 1728          NA           NA      NA       NA         NA         NA -4.754157
## 2145          NA  0.143960997      NA       NA         NA         NA -5.084793
## 249           NA  2.125848504      NA       NA  -8.564519         NA -3.957019
## 251           NA           NA      NA       NA  -9.911020         NA -5.213394
## 506           NA           NA      NA       NA         NA         NA        NA
## 556           NA  4.020783380      NA       NA  -9.896974         NA -4.631990
## 1208          NA  2.514285769      NA       NA         NA         NA -5.073508
## 1283          NA           NA      NA       NA         NA         NA -4.888592
## 1284          NA           NA      NA       NA  -8.962186         NA -4.768868
## 2345          NA -0.235454533      NA       NA         NA         NA -5.673766
## 2565          NA           NA      NA       NA         NA         NA -5.301020
## 317           NA  2.220689361      NA       NA         NA         NA -4.827159
## 335           NA           NA      NA       NA         NA         NA -4.318847
## 663           NA -1.294711963      NA       NA  -8.116269         NA -4.113409
## 1333          NA  3.089999914      NA       NA         NA         NA -5.503804
## 1475          NA  3.336363706      NA       NA         NA         NA -5.282384
## 19961  7.0349093           NA      NA       NA         NA  -9.438118        NA
## 2113          NA           NA      NA       NA -10.052602         NA -4.642433
## 2368          NA  2.629782635      NA       NA         NA         NA        NA
## 22            NA           NA      NA       NA         NA         NA -4.467612
## 63            NA           NA      NA       NA         NA         NA -4.574879
## 168           NA  8.034452804      NA       NA  -8.926458         NA -4.737968
## 174           NA           NA      NA       NA  -9.054480         NA -4.272592
## 673           NA  6.394467666      NA       NA -10.507148         NA -5.183278
## 1177          NA  4.409687519      NA       NA         NA         NA -4.324642
## 1180          NA           NA      NA       NA         NA         NA -3.611487
## 1260          NA  2.941830917      NA       NA         NA         NA -5.797818
## 1744          NA           NA      NA       NA         NA         NA -4.478747
## 1759          NA  7.789069597      NA       NA  -9.364091         NA -3.997093
## 2222          NA           NA      NA       NA         NA         NA        NA
## 2362          NA 10.438630400      NA       NA -10.348619         NA -5.733556
## 2530          NA           NA      NA       NA -11.281889         NA -5.221042
## 2600          NA  5.151000023      NA       NA         NA         NA -5.027743
## 2641          NA  3.133710589      NA       NA         NA         NA -5.458663
## 7581          NA           NA      NA       NA -10.668065         NA -5.324072
## 1178          NA -0.806666692      NA       NA         NA         NA -3.430012
## 1287          NA  4.833658358      NA       NA -10.263240         NA -4.891947
## 1445          NA  6.829999924      NA       NA         NA         NA        NA
## 19561         NA  2.997849941      NA       NA -11.215586         NA -5.475330
## 2229          NA  2.290741653      NA       NA         NA         NA -5.324077
## 2246          NA  2.863516808      NA       NA         NA         NA -4.308438
## 2312          NA  8.252608590      NA       NA         NA         NA -5.350558
## 2412          NA  6.800799805      NA       NA         NA         NA -5.438602
## 173           NA  7.053590117      NA       NA  -9.603340         NA -4.819740
## 315           NA  5.741198419      NA       NA         NA         NA -4.360760
## 376           NA           NA      NA       NA         NA         NA -5.232676
## 1630   6.4825001           NA      NA       NA         NA  -6.901444        NA
## 1646          NA  4.559999943      NA       NA         NA         NA -3.891499
## 1683          NA           NA      NA       NA         NA         NA -4.573952
## 1891          NA  4.563999939      NA       NA         NA         NA -3.986599
## 1930          NA -2.558177736      NA       NA         NA         NA        NA
## 2007          NA           NA      NA       NA         NA         NA -7.064996
## 2252          NA  5.296050072      NA       NA         NA         NA        NA
## 2471          NA  2.703846076      NA       NA         NA         NA -5.006621
## 2511          NA           NA      NA       NA  -9.037828         NA -3.804071
## 152           NA           NA      NA       NA         NA         NA -4.269497
## 307           NA           NA      NA       NA         NA         NA -4.250655
## 414           NA           NA      NA       NA         NA         NA -4.764302
## 1185          NA  6.935526396      NA       NA         NA         NA -4.055587
## 1331          NA  0.671438348      NA       NA -10.104827         NA -4.969092
## 1351          NA  4.698333422      NA       NA  -8.988858         NA -4.737952
## 1565   8.0299997           NA      NA       NA -13.197219  -9.430115 -4.878466
## 1718          NA  5.150000095      NA       NA         NA  -6.928225        NA
## 1808   8.3041668           NA      NA       NA -20.798319 -11.837257        NA
## 2013          NA  1.941691807      NA       NA  -9.443322         NA -5.047242
## 2031   5.6448635           NA      NA       NA         NA  -7.412693        NA
## 2090          NA  4.286735086      NA       NA         NA         NA -5.042974
## 598           NA  0.030957262      NA       NA  -7.652652         NA -4.373824
## 1155          NA           NA      NA       NA         NA         NA -3.439985
## 13581         NA  4.954285758      NA       NA -12.414409         NA -6.604662
## 1533          NA  3.434053988      NA       NA         NA         NA -4.772747
## 2025          NA  7.486914820      NA       NA         NA         NA -4.566206
## 2035          NA  8.800193541      NA       NA         NA         NA -5.594347
## 2307          NA  4.140486081      NA       NA         NA         NA -4.607128
## 2498          NA  6.505862006      NA       NA  -9.655062         NA -4.525008
## 5321          NA  8.445819536      NA       NA -10.439675         NA -5.503564
## 975           NA  3.249340596      NA       NA  -9.783916         NA        NA
## 1040          NA  5.221760495      NA       NA -10.286175         NA -4.716659
## 1214          NA           NA      NA       NA         NA         NA -4.285992
## 1612          NA           NA      NA       NA         NA  -9.809322        NA
## 2006          NA           NA      NA       NA         NA -10.892978        NA
## 2338          NA  7.155000166      NA       NA         NA         NA -6.139885
## 2504          NA           NA      NA       NA         NA         NA        NA
## 2536          NA  3.231428691      NA       NA  -8.804754         NA -5.040150
## 279           NA  5.306369845      NA       NA         NA         NA -4.206335
## 351           NA           NA      NA       NA  -9.757308         NA -4.303551
## 1336          NA  8.216666540      NA       NA         NA         NA -5.712292
## 13492         NA  0.328392846      NA       NA         NA         NA -3.865909
## 1356          NA           NA      NA       NA         NA         NA -4.868767
## 1417          NA  3.962727287      NA       NA         NA         NA -5.438849
## 15091         NA  7.914285932      NA       NA         NA         NA -4.389427
## 1542          NA           NA      NA       NA         NA         NA        NA
## 2055          NA  3.480316766      NA       NA  -8.575737         NA -3.903880
## 2273          NA           NA      NA       NA         NA         NA        NA
## 2499          NA  0.155999999      NA       NA         NA         NA -4.796617
## 2566          NA  4.393230732      NA       NA         NA         NA -5.071432
## 51            NA  4.066927239      NA       NA -10.960955         NA -5.478012
## 365           NA           NA      NA       NA         NA         NA -5.568272
## 552           NA           NA      NA       NA         NA         NA -4.809481
## 630           NA           NA      NA       NA         NA         NA -4.296733
## 1493          NA           NA      NA       NA         NA         NA -4.185570
## 1506          NA           NA      NA       NA         NA         NA -6.219780
## 1514          NA           NA      NA       NA         NA  -4.980896        NA
## 1925          NA           NA      NA       NA         NA         NA -4.954665
## 2349          NA           NA      NA       NA         NA         NA -5.044344
## 2413          NA  6.034999847      NA       NA         NA         NA -4.485569
## 2629          NA  3.615733306      NA       NA         NA         NA        NA
## 48            NA           NA      NA       NA  -8.636386         NA -4.461560
## 246           NA           NA      NA       NA         NA         NA -3.336956
## 1428          NA  5.278888702      NA       NA         NA         NA -5.322725
## 14872         NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1503          NA           NA      NA       NA         NA         NA -4.623603
## 16981         NA  3.936097680      NA       NA         NA         NA -4.453029
## 1700          NA           NA      NA       NA         NA         NA -2.159984
## 2169   6.9944601           NA      NA       NA -16.420350  -9.178850        NA
## 2178          NA  2.231450979      NA       NA  -7.127040         NA -4.143423
## 2626          NA  2.940414948      NA       NA         NA         NA -5.851830
## 3951          NA  2.242582224      NA       NA         NA         NA -4.738345
## 1270          NA           NA      NA       NA -11.031031         NA        NA
## 1315          NA  6.269999981      NA       NA  -9.753140         NA -5.560247
## 1381          NA  3.078181874      NA       NA         NA         NA -4.862559
## 16531         NA           NA      NA       NA -16.262107  -7.937362        NA
## 1661          NA  3.164177231      NA       NA -10.004884         NA -5.330917
## 2027          NA  5.530114310      NA       NA  -8.186560         NA -4.400403
## 2128          NA  6.201969088      NA       NA         NA         NA -4.152002
## 1220          NA  1.572040791      NA       NA         NA         NA        NA
## 1369          NA  9.885555691      NA       NA         NA  -6.260255        NA
## 1392          NA           NA      NA       NA         NA         NA -5.531105
## 1751          NA  6.620000203      NA       NA         NA         NA -5.004587
## 1988          NA           NA      NA       NA         NA         NA -5.407345
## 2153          NA  6.560017544      NA       NA         NA         NA -5.199680
## 2167          NA  8.509000063      NA       NA  -9.715987         NA -4.813036
## 2437          NA  5.412717405      NA       NA  -9.096731         NA -5.393156
## 2454          NA  6.964773005      NA       NA         NA         NA -5.131899
## 2578          NA           NA      NA       NA         NA         NA        NA
## 1097          NA  8.931514195      NA       NA -11.456367  -7.932813 -5.360789
## 1209          NA           NA      NA       NA         NA         NA        NA
## 1335          NA  4.619999886      NA       NA -10.566838         NA -4.122916
## 1975          NA           NA      NA       NA  -8.949420         NA -4.949257
## 2187          NA  3.743199921      NA       NA         NA         NA -4.176553
## 2259          NA           NA      NA       NA  -9.941048         NA -4.655967
## 2341          NA  8.592726968      NA       NA         NA         NA -5.709538
## 2453          NA  7.743333181      NA       NA         NA         NA -6.066946
## 2522          NA           NA      NA       NA -10.036687         NA -7.453345
## 574           NA  2.722950545      NA       NA  -7.906071         NA        NA
## 590           NA  5.420457932      NA       NA -10.386717         NA -4.936708
## 983           NA           NA      NA       NA         NA         NA -4.957324
## 1013          NA  4.216312685      NA       NA  -8.761300         NA -5.082791
## 2076   3.6948900           NA      NA       NA         NA  -7.959687        NA
## 2158          NA           NA      NA       NA         NA         NA -4.627980
## 2177          NA  3.654157094      NA       NA         NA         NA        NA
## 2324          NA           NA      NA       NA         NA         NA -5.240524
## 182           NA  3.989821758      NA       NA  -9.888412         NA        NA
## 212           NA  4.082004062      NA       NA  -9.896730         NA -5.464066
## 333           NA  2.868460640      NA       NA  -9.986021         NA -4.944134
## 609           NA  5.013349937      NA       NA  -9.522418         NA -4.762290
## 1162          NA  4.084761847      NA       NA  -8.697743         NA -4.731559
## 1286          NA           NA      NA       NA  -9.999821         NA -7.521144
## 1426          NA           NA      NA       NA -10.074462         NA -5.073893
## 1611          NA  6.004067631      NA       NA         NA         NA -4.618970
## 1882          NA -0.525121968      NA       NA         NA         NA -4.141356
## 1958          NA  3.859204129      NA       NA         NA         NA -4.446592
## 2038          NA           NA      NA       NA         NA         NA -4.725638
## 2467          NA  5.130000114      NA       NA         NA         NA -2.652042
## 756           NA  3.209999847      NA       NA  -8.135382         NA -4.381351
## 780           NA  2.929090835      NA       NA         NA         NA -4.867240
## 991           NA  4.366975738      NA       NA         NA         NA        NA
## 1305          NA  5.174736826      NA       NA  -8.683033         NA -4.997015
## 1373          NA           NA      NA       NA         NA  -9.426294        NA
## 1459          NA  7.584756246      NA       NA         NA         NA -5.004751
## 1594          NA           NA      NA       NA -18.672369 -14.231179        NA
## 1860   8.5765118           NA      NA       NA         NA  -8.335572        NA
## 613           NA  7.024479956      NA       NA         NA         NA -4.763316
## 1108          NA  2.884551258      NA       NA -11.283953         NA -5.482660
## 2279          NA           NA      NA       NA         NA         NA -4.222604
## 2310          NA           NA      NA       NA -12.825948  -8.381259        NA
## 2333          NA           NA      NA       NA  -9.991076         NA -4.208741
## 2348          NA  0.994193539      NA       NA  -7.381788         NA -4.638189
## 2372          NA  2.594683490      NA       NA         NA         NA        NA
## 2526          NA           NA      NA       NA         NA         NA        NA
## 2574          NA           NA      NA       NA         NA         NA -4.976675
## 111           NA  4.585693263      NA       NA  -9.426685         NA -5.800314
## 1438          NA           NA      NA       NA -10.023947         NA -5.557865
## 15041         NA           NA      NA       NA         NA         NA -4.721997
## 1811          NA           NA      NA       NA         NA  -7.549848        NA
## 2092          NA  0.657484205      NA       NA         NA         NA -4.233742
## 2131   0.2643344           NA      NA       NA         NA  -9.082009        NA
## 2410          NA  5.496250153      NA       NA         NA         NA -5.448682
## 2539          NA  4.914589046      NA       NA         NA         NA -5.174343
## 1111          NA  4.585693263      NA       NA  -9.426685         NA -5.800314
## 14381         NA           NA      NA       NA -10.023947         NA -5.557865
## 15042         NA           NA      NA       NA         NA         NA -4.721997
## 18111         NA           NA      NA       NA         NA  -7.549848        NA
## 20921         NA  0.657484205      NA       NA         NA         NA -4.233742
## 21311  0.2643344           NA      NA       NA         NA  -9.082009        NA
## 24101         NA  5.496250153      NA       NA         NA         NA -5.448682
## 25391         NA  4.914589046      NA       NA         NA         NA -5.174343
## 529           NA           NA      NA       NA  -7.041407         NA -4.056743
## 638           NA  4.356768303      NA       NA         NA         NA        NA
## 951           NA           NA      NA       NA         NA         NA -3.988033
## 1505          NA           NA      NA       NA  -8.830023         NA -5.231250
## 1614          NA           NA      NA       NA         NA         NA -4.659317
## 1927          NA  3.803444474      NA       NA  -8.730762         NA -4.611033
## 2481          NA  1.889272794      NA       NA -10.099826         NA -4.688442
## 2590          NA  3.104858192      NA       NA         NA         NA -4.502353
## 467           NA  3.027999638      NA       NA         NA         NA -4.759966
##          VAA_SI     VAA_SL    VAA_CH     VAA_CS    VAA_FC     VAA_EP     VAA_PO
## 479   -5.319435  -6.462639 -6.647003         NA -5.696469         NA         NA
## 532          NA         NA -7.080462         NA -7.687160         NA         NA
## 1032  -4.978308  -7.474785 -7.226552         NA        NA         NA         NA
## 1042  -6.299472  -7.920063 -8.037998         NA        NA         NA         NA
## 1047         NA  -8.054935 -6.284832         NA        NA         NA         NA
## 1964  -5.619103  -7.964791 -6.852106         NA        NA         NA -3.8140207
## 2148         NA         NA        NA         NA        NA -17.721043         NA
## 2154         NA         NA        NA         NA        NA -11.527160         NA
## 2192  -5.783140         NA -6.602878         NA -4.781871         NA         NA
## 2241  -6.031177  -6.631532 -6.642904         NA        NA         NA         NA
## 447   -5.931150  -7.455802        NA         NA        NA         NA         NA
## 490   -5.837100         NA -7.442976         NA -6.376980         NA         NA
## 496   -6.144301         NA -7.715914         NA -6.130486         NA         NA
## 923   -6.305010  -7.634776 -6.928042         NA        NA         NA         NA
## 1038  -6.752508         NA -7.871126         NA        NA         NA         NA
## 1960         NA         NA        NA         NA        NA -14.165625         NA
## 1984  -5.230493  -7.355088        NA         NA        NA         NA         NA
## 1996         NA         NA        NA         NA        NA -14.821934         NA
## 2009  -5.320948         NA -7.347404         NA -7.048153         NA         NA
## 2051  -4.651500  -3.010192        NA         NA        NA         NA -1.5054169
## 2085  -5.895972  -6.350197        NA         NA        NA         NA         NA
## 342   -6.261025  -9.429125 -8.121352         NA        NA         NA         NA
## 362   -5.781527  -6.673307        NA         NA        NA         NA         NA
## 896          NA  -7.724796 -6.798687         NA        NA         NA         NA
## 1195  -6.250890  -8.359066 -7.027175         NA        NA         NA -1.4228290
## 1389         NA  -8.687171        NA         NA        NA         NA         NA
## 1393         NA         NA        NA         NA        NA         NA         NA
## 1463         NA  -7.910758 -6.645316         NA        NA         NA         NA
## 1767         NA  -7.512893 -7.281485         NA        NA         NA         NA
## 2587  -6.590359  -8.182986        NA         NA        NA         NA         NA
## 2607         NA  -6.752779 -7.801539         NA        NA         NA         NA
## 137          NA  -7.909244 -6.938580         NA        NA         NA -2.9027999
## 258          NA  -8.202377 -7.102502         NA        NA         NA -4.2488104
## 377   -6.049519  -6.131113 -7.280573         NA        NA         NA         NA
## 1581         NA         NA        NA         NA        NA -12.357331         NA
## 1640         NA  -7.203019        NA         NA        NA         NA         NA
## 2382  -6.491858  -8.362375        NA         NA        NA         NA         NA
## 2503         NA  -8.872718        NA         NA        NA         NA         NA
## 2622         NA         NA -5.704545         NA        NA         NA         NA
## 69           NA  -7.788434 -7.158394         NA -5.366412         NA         NA
## 136   -6.253975  -8.350689 -7.189398         NA -6.711175         NA         NA
## 1101  -6.436879  -9.365204 -8.370179         NA        NA         NA         NA
## 1268  -5.729410         NA -7.619714         NA        NA         NA         NA
## 1279  -6.203642  -7.012510 -7.889392         NA        NA         NA         NA
## 1308         NA  -7.414332        NA         NA -5.891662         NA         NA
## 1324         NA  -9.973237        NA         NA        NA         NA         NA
## 1330  -5.296545  -8.272405 -7.071807         NA        NA         NA         NA
## 2104         NA         NA        NA         NA        NA         NA         NA
## 2314         NA  -8.652433        NA         NA        NA         NA         NA
## 2381  -5.649400  -7.407964        NA         NA        NA         NA         NA
## 55    -6.448515  -9.139090 -8.433089         NA        NA         NA         NA
## 1153  -5.680031  -4.506710 -7.111249         NA        NA         NA         NA
## 1439         NA  -8.042077        NA         NA        NA         NA         NA
## 1617  -5.187179  -6.614205 -6.408383         NA        NA         NA         NA
## 1653         NA         NA        NA         NA        NA         NA         NA
## 1737  -5.445111  -6.849854 -7.285425         NA        NA         NA         NA
## 1926  -5.388374  -7.755279 -6.923991         NA -5.999591         NA         NA
## 2300  -6.078090  -7.083642        NA         NA        NA         NA         NA
## 238   -5.935884  -8.150939 -7.322607         NA        NA         NA         NA
## 1077  -5.897242  -8.839094 -6.739449         NA        NA         NA         NA
## 1159  -5.978536  -9.059363        NA         NA -7.568257         NA         NA
## 1253         NA  -6.956056        NA         NA        NA         NA         NA
## 1387  -6.667955  -7.254610 -7.301606         NA        NA         NA         NA
## 1450  -4.045779         NA -6.414605         NA        NA         NA         NA
## 1915         NA  -7.993122 -8.178571         NA        NA         NA         NA
## 2483         NA  -8.449907        NA         NA        NA         NA         NA
## 612   -5.656265  -8.046524 -7.107561         NA        NA         NA         NA
## 1229         NA         NA        NA         NA        NA         NA         NA
## 1231         NA  -7.905443 -7.493430         NA -6.406901         NA         NA
## 1349  -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 1553  -5.241311  -8.026668 -6.581591         NA        NA         NA         NA
## 1660  -5.840211  -7.618938 -8.569469         NA        NA         NA         NA
## 1663         NA  -8.277978 -6.953044         NA -7.328720         NA         NA
## 1959         NA         NA        NA         NA        NA  -9.861529         NA
## 6121  -5.656265  -8.046524 -7.107561         NA        NA         NA         NA
## 12291        NA         NA        NA         NA        NA         NA         NA
## 12311        NA  -7.905443 -7.493430         NA -6.406901         NA         NA
## 13491 -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 15531 -5.241311  -8.026668 -6.581591         NA        NA         NA         NA
## 16601 -5.840211  -7.618938 -8.569469         NA        NA         NA         NA
## 16631        NA  -8.277978 -6.953044         NA -7.328720         NA         NA
## 19591        NA         NA        NA         NA        NA  -9.861529         NA
## 476   -4.403719         NA -6.597826         NA -5.315120         NA         NA
## 527   -6.872606  -8.117729 -7.814831         NA        NA         NA         NA
## 576   -6.080974         NA -7.727112         NA -7.412321         NA         NA
## 2047         NA         NA        NA         NA        NA         NA         NA
## 2118         NA  -7.933158 -6.914863         NA        NA         NA         NA
## 2133  -6.175587  -8.052441 -7.037243         NA -7.768482         NA         NA
## 2134         NA         NA        NA         NA        NA         NA         NA
## 2139         NA  -8.931365 -4.527853         NA        NA         NA         NA
## 2181         NA  -7.844351        NA         NA        NA         NA         NA
## 2190         NA  -8.375083 -7.858136         NA -7.673683         NA         NA
## 2205         NA  -7.647957        NA         NA -5.410230         NA         NA
## 2206  -5.957776         NA -7.015228         NA        NA         NA         NA
## 758          NA  -9.482789        NA         NA -7.344369         NA         NA
## 820   -5.646828  -9.135567 -7.749083         NA -4.707360         NA -5.7222260
## 1535         NA         NA        NA         NA        NA         NA         NA
## 1546         NA  -8.149111        NA         NA        NA         NA         NA
## 1555  -6.149410         NA -7.718390         NA -7.200415         NA         NA
## 1618  -6.525707  -9.064558        NA         NA -5.694541         NA         NA
## 1684         NA  -8.652933        NA         NA        NA         NA         NA
## 1740         NA  -8.705338 -6.421699         NA        NA         NA         NA
## 1746         NA  -7.527387 -6.927134         NA        NA         NA         NA
## 2515  -6.343056  -7.859390        NA         NA        NA         NA         NA
## 2577         NA  -7.992779 -6.915029         NA        NA         NA         NA
## 537   -6.830021  -8.353209 -7.546165         NA -6.172986         NA         NA
## 960          NA  -8.283015 -7.342779         NA        NA         NA         NA
## 1068         NA         NA -7.705216         NA -6.011460         NA         NA
## 12531        NA  -6.956056        NA         NA        NA         NA         NA
## 1301  -5.911844  -7.826324 -7.803100         NA -5.991294         NA         NA
## 1487         NA  -7.385388        NA         NA        NA         NA         NA
## 1508         NA         NA        NA         NA -7.705238         NA         NA
## 1735  -6.372454  -7.690430 -7.841585         NA        NA         NA         NA
## 2294  -5.303682  -7.844937        NA         NA        NA         NA         NA
## 805   -6.303089         NA -7.906812         NA        NA         NA         NA
## 1563         NA  -7.582192 -7.023815         NA -6.709711         NA         NA
## 1576         NA         NA        NA         NA        NA         NA         NA
## 1578         NA  -7.784817        NA         NA        NA         NA         NA
## 1588         NA  -7.711333        NA         NA        NA         NA         NA
## 1606         NA         NA -7.503849         NA        NA         NA         NA
## 1644         NA         NA        NA         NA        NA         NA         NA
## 1650         NA  -8.386143        NA         NA -5.527999         NA         NA
## 1655         NA         NA        NA         NA        NA         NA         NA
## 1679         NA  -7.918896 -6.829096         NA        NA         NA         NA
## 1698         NA  -7.584662 -6.593736         NA        NA         NA         NA
## 1712         NA         NA        NA         NA        NA -16.890521         NA
## 1722  -5.229269  -5.886854 -6.848571         NA        NA         NA         NA
## 1745  -5.531203  -7.720096 -6.584669         NA        NA         NA         NA
## 2562         NA  -7.932176 -7.841058         NA        NA         NA         NA
## 366          NA  -6.859804 -7.185214         NA -5.349626         NA         NA
## 389   -5.892940  -7.854492 -7.784136         NA        NA         NA         NA
## 424   -5.890648  -7.554387        NA         NA -3.964023         NA         NA
## 1627         NA         NA        NA         NA        NA  -9.522015         NA
## 1668  -5.231991  -7.613779 -7.020230         NA -4.975792         NA         NA
## 2123         NA         NA        NA         NA        NA         NA         NA
## 2146  -5.729897  -8.313199 -8.851836         NA        NA         NA         NA
## 21811        NA  -7.844351        NA         NA        NA         NA         NA
## 231          NA  -7.921641 -7.447840         NA -6.842825         NA         NA
## 592   -6.158243  -7.680637 -7.772469         NA        NA         NA         NA
## 813          NA  -8.378410 -7.629322         NA        NA         NA         NA
## 1088         NA         NA -7.468767         NA -7.236637         NA         NA
## 1449  -6.672459  -7.483129 -7.192439         NA        NA         NA         NA
## 1670  -5.306016  -7.248451 -6.836473         NA        NA         NA         NA
## 1945  -6.129729  -8.861554        NA         NA        NA         NA         NA
## 2306         NA         NA -9.459287         NA        NA         NA         NA
## 2527  -6.334046  -8.634111 -7.739360         NA -6.908688         NA         NA
## 340   -5.654331         NA -7.492058         NA -6.949021         NA         NA
## 429   -6.111334  -9.032206 -7.517489         NA -6.538711         NA         NA
## 807          NA  -7.027094 -6.752716         NA        NA         NA         NA
## 9231  -6.305010  -7.634776 -6.928042         NA        NA         NA         NA
## 1867         NA         NA -7.894903         NA        NA         NA         NA
## 1956         NA         NA -6.918713         NA        NA         NA         NA
## 2334  -7.035445  -8.098878        NA         NA        NA         NA         NA
## 2450  -5.774911  -8.090325 -7.685387         NA        NA         NA         NA
## 372   -6.410409  -7.751039 -6.860563 -12.695015 -6.312616         NA -2.1807439
## 412          NA         NA -6.559870         NA -5.544935         NA         NA
## 775          NA  -7.700476 -6.743651         NA -2.356645         NA         NA
## 1358         NA  -7.141780 -8.472010         NA        NA         NA         NA
## 1448  -5.201188  -7.435845 -6.906850         NA        NA         NA         NA
## 1899  -6.594848  -8.389929 -6.037107         NA -5.605251         NA         NA
## 1939         NA         NA        NA         NA        NA -18.557509         NA
## 2302  -5.973490  -8.747630        NA         NA        NA         NA         NA
## 347   -5.604504  -7.349595        NA         NA        NA         NA         NA
## 743   -5.963767  -7.229406 -7.335046         NA        NA         NA         NA
## 1374         NA  -8.663042        NA         NA        NA         NA         NA
## 1376         NA         NA -7.905103         NA -5.315043         NA         NA
## 14871        NA  -7.385388        NA         NA        NA         NA         NA
## 1509         NA  -8.089926 -5.709705         NA        NA         NA         NA
## 1874         NA         NA        NA         NA        NA  -9.661315         NA
## 2270         NA  -7.074627 -8.318489         NA        NA         NA         NA
## 711   -4.572750  -7.570465 -6.475651         NA        NA         NA         NA
## 10421 -6.299472  -7.920063 -8.037998         NA        NA         NA         NA
## 1161         NA         NA        NA         NA -6.574096         NA         NA
## 1235         NA  -9.016854        NA         NA        NA         NA         NA
## 1300         NA         NA        NA         NA        NA         NA         NA
## 1320         NA  -8.313573 -7.515030         NA        NA         NA         NA
## 2238  -6.473584  -7.558200 -7.476014         NA -5.841284         NA         NA
## 2569  -5.911376         NA -6.491002         NA -7.424577         NA         NA
## 395          NA         NA -8.620551         NA        NA         NA         NA
## 1429  -5.137913  -5.514184 -6.424001         NA        NA         NA         NA
## 1440  -5.314769  -8.426999        NA         NA        NA         NA         NA
## 1443         NA         NA -8.044933  -6.250968        NA         NA         NA
## 1474         NA  -7.755912        NA         NA        NA         NA         NA
## 1501         NA  -7.765434 -7.472889         NA        NA         NA         NA
## 1502  -5.042599  -5.572055        NA         NA        NA         NA         NA
## 1504         NA  -8.143085 -8.746427         NA        NA         NA         NA
## 1516         NA         NA        NA         NA -2.625721         NA         NA
## 1922         NA  -7.682923        NA         NA        NA         NA         NA
## 222          NA  -7.360230 -6.902845         NA        NA         NA         NA
## 4791  -5.319435  -6.462639 -6.647003         NA -5.696469         NA         NA
## 1254  -5.240192  -6.728757 -6.725591         NA        NA         NA         NA
## 1343         NA         NA        NA         NA        NA         NA         NA
## 1671  -6.263508  -8.034139        NA         NA        NA         NA         NA
## 1705  -5.571803  -7.786621        NA         NA        NA         NA         NA
## 1719  -6.093545  -8.371393        NA         NA        NA         NA         NA
## 1830         NA  -8.263231 -7.643130         NA        NA         NA         NA
## 1172         NA  -7.973397        NA         NA        NA         NA         NA
## 11951 -6.250890  -8.359066 -7.027175         NA        NA         NA -1.4228290
## 1311  -5.768906  -7.325653        NA         NA        NA         NA         NA
## 1313  -5.236180  -7.774518 -6.577099         NA        NA         NA         NA
## 1353         NA  -6.445263 -8.194542         NA        NA         NA         NA
## 1360  -5.914574         NA -6.876642         NA        NA         NA -3.3277109
## 1895         NA  -8.977593 -6.987047         NA        NA         NA         NA
## 1983         NA         NA        NA         NA        NA -10.682830         NA
## 2248         NA         NA -7.589932         NA        NA         NA         NA
## 2357         NA  -8.021163 -7.297114         NA        NA         NA         NA
## 226          NA  -7.874508 -7.490196         NA        NA         NA         NA
## 480   -5.130671  -8.192087 -6.645688         NA -6.456958         NA         NA
## 845   -5.909635  -8.187169 -7.233903         NA        NA         NA         NA
## 1552  -6.020711  -8.547908 -6.220478         NA        NA         NA         NA
## 1609  -5.830192  -5.931220 -6.721058         NA        NA         NA         NA
## 1703         NA         NA        NA         NA        NA         NA         NA
## 1728  -5.366612  -6.933412        NA         NA        NA         NA         NA
## 2145         NA  -7.615637 -5.522073         NA        NA         NA         NA
## 249          NA  -7.415371 -6.524950         NA        NA         NA         NA
## 251   -6.688235  -8.187544        NA         NA        NA         NA         NA
## 506   -5.829058         NA        NA         NA -7.344279         NA         NA
## 556   -5.894291  -7.461410 -7.801021         NA        NA         NA         NA
## 1208  -6.609844  -7.018641 -7.691807         NA        NA         NA         NA
## 1283         NA  -9.354484        NA         NA        NA         NA         NA
## 1284         NA  -8.575457        NA         NA        NA         NA         NA
## 2345  -7.011918  -7.918105 -8.467533         NA        NA         NA         NA
## 2565  -5.907047  -7.368853        NA         NA        NA         NA         NA
## 317   -6.030845         NA -6.764016         NA -5.997724         NA         NA
## 335          NA  -8.345132 -4.717651         NA        NA         NA         NA
## 663   -6.681344         NA -7.842637         NA        NA         NA         NA
## 1333  -6.451832  -8.773864        NA         NA        NA         NA         NA
## 1475         NA  -8.002377 -7.204258         NA        NA         NA         NA
## 19961        NA         NA        NA         NA        NA -14.821934         NA
## 2113         NA  -7.675503        NA         NA        NA         NA         NA
## 2368  -6.343418  -8.235996 -7.492667         NA        NA         NA         NA
## 22           NA  -8.795795        NA         NA -5.252309         NA         NA
## 63           NA         NA        NA         NA        NA         NA         NA
## 168   -5.858935  -7.617101 -6.790453         NA        NA         NA         NA
## 174   -5.441371         NA        NA         NA -5.899072         NA         NA
## 673          NA  -7.914921 -7.226867         NA -7.783689         NA         NA
## 1177  -5.189729  -6.856579 -6.281646         NA -6.375606         NA         NA
## 1180         NA         NA        NA         NA        NA         NA         NA
## 1260         NA  -7.998777 -8.868680         NA        NA         NA         NA
## 1744  -5.208853  -6.938769        NA         NA        NA         NA         NA
## 1759  -3.689993  -7.818218 -6.209757         NA        NA         NA         NA
## 2222  -6.408523  -7.410849        NA         NA        NA         NA         NA
## 2362  -6.066550         NA -7.765544         NA        NA         NA         NA
## 2530         NA  -8.178814        NA         NA        NA         NA         NA
## 2600  -5.444747  -7.509798 -7.017995         NA        NA         NA         NA
## 2641         NA  -8.432455 -7.728107         NA        NA         NA         NA
## 7581         NA  -9.482789        NA         NA -7.344369         NA         NA
## 1178  -4.915425  -7.265872 -5.982246         NA        NA         NA         NA
## 1287         NA  -8.361991 -8.094805         NA -6.173796         NA         NA
## 1445         NA  -7.963784 -6.947113         NA        NA         NA         NA
## 19561        NA         NA -6.918713         NA        NA         NA         NA
## 2229         NA  -7.660359 -7.403409         NA        NA         NA         NA
## 2246  -5.912760  -7.377432 -6.975020         NA        NA         NA         NA
## 2312  -6.268279         NA -8.046073         NA -8.048872         NA         NA
## 2412         NA  -8.107995 -7.503841         NA        NA         NA         NA
## 173          NA  -8.800038 -6.339570         NA        NA         NA         NA
## 315          NA  -7.833358 -6.254654         NA        NA         NA         NA
## 376          NA -10.471863        NA         NA        NA         NA         NA
## 1630         NA         NA        NA         NA        NA -13.157723         NA
## 1646  -5.152577  -7.379989 -7.131462         NA        NA         NA         NA
## 1683         NA  -6.696915        NA         NA        NA         NA -4.6649278
## 1891  -5.680992  -8.025225 -7.494495         NA        NA         NA         NA
## 1930  -4.213348         NA -8.203013         NA -4.723535         NA         NA
## 2007  -7.254436  -8.938922        NA         NA        NA         NA         NA
## 2252  -6.403483  -8.027435 -8.072940         NA        NA         NA         NA
## 2471         NA  -7.788243 -6.130004         NA        NA         NA         NA
## 2511         NA  -6.987368        NA         NA        NA         NA         NA
## 152   -5.812242  -7.597093        NA         NA -6.402351         NA         NA
## 307   -5.334508         NA        NA         NA        NA         NA         NA
## 414   -5.823369  -8.334530        NA         NA -5.195765         NA         NA
## 1185         NA  -8.316109 -6.545207         NA -6.727611         NA         NA
## 1331  -5.886963         NA -7.692612         NA -6.463905         NA         NA
## 1351         NA  -6.213589 -7.951576         NA        NA         NA         NA
## 1565         NA  -9.459113        NA         NA        NA -15.866977         NA
## 1718         NA         NA -5.524144         NA        NA         NA         NA
## 1808         NA         NA        NA         NA        NA -16.811323         NA
## 2013  -6.296661  -7.702716 -7.930589         NA        NA         NA         NA
## 2031         NA         NA        NA         NA        NA -10.900717         NA
## 2090  -5.530322  -7.688984 -7.207683         NA        NA         NA         NA
## 598   -5.917668         NA -7.278634         NA -5.669922         NA         NA
## 1155  -5.928713  -6.112395        NA         NA        NA         NA         NA
## 13581        NA  -7.141780 -8.472010         NA        NA         NA         NA
## 1533         NA  -8.471982 -7.608576         NA -6.684066         NA         NA
## 2025  -5.385442  -7.873924 -6.763069         NA -6.829727         NA         NA
## 2035         NA  -9.020390 -7.407927         NA        NA         NA         NA
## 2307  -5.593322  -7.399952 -6.387522         NA        NA         NA         NA
## 2498         NA         NA -6.220933         NA -6.710759         NA         NA
## 5321         NA         NA -7.080462         NA -7.687160         NA         NA
## 975          NA  -8.136291 -7.418633         NA        NA         NA         NA
## 1040  -5.115311         NA -7.126457         NA        NA         NA         NA
## 1214         NA  -8.777440        NA         NA -6.178247         NA         NA
## 1612         NA         NA        NA         NA        NA         NA         NA
## 2006         NA         NA        NA         NA        NA         NA         NA
## 2338  -7.267217  -9.775545 -7.963711         NA -6.857940         NA         NA
## 2504  -7.539241  -9.037968        NA         NA        NA         NA         NA
## 2536         NA  -9.080892 -7.376556         NA        NA         NA         NA
## 279          NA  -8.367802 -6.186172         NA        NA         NA         NA
## 351          NA         NA        NA         NA -6.984242         NA         NA
## 1336         NA  -8.561631 -6.330391         NA        NA         NA         NA
## 13492 -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 1356         NA  -7.790555        NA         NA        NA         NA         NA
## 1417  -5.876210  -8.074195 -7.391518         NA        NA         NA         NA
## 15091        NA  -8.089926 -5.709705         NA        NA         NA         NA
## 1542  -5.672410  -9.948255        NA         NA -5.891446         NA         NA
## 2055         NA  -7.538930 -7.053668         NA        NA         NA         NA
## 2273  -6.533938  -7.922369        NA         NA        NA         NA         NA
## 2499  -5.939543  -7.704237 -7.332714         NA        NA         NA         NA
## 2566  -5.767506  -7.481984 -6.913345         NA -8.031598         NA         NA
## 51    -6.096737  -9.635336 -8.381436         NA -7.362796         NA         NA
## 365   -7.096155  -7.756386        NA         NA        NA         NA         NA
## 552          NA  -8.085004        NA         NA        NA         NA         NA
## 630   -5.043680  -7.349152 -5.814875         NA -5.381337         NA         NA
## 1493         NA  -6.711012        NA         NA        NA         NA         NA
## 1506         NA  -7.748174        NA         NA -5.683369         NA         NA
## 1514         NA         NA        NA         NA        NA         NA         NA
## 1925         NA  -6.957347        NA         NA        NA         NA         NA
## 2349  -7.571104  -8.370746        NA         NA        NA         NA         NA
## 2413  -5.093138         NA -8.583211         NA        NA         NA         NA
## 2629  -6.427033  -7.488013 -6.716314         NA        NA         NA         NA
## 48           NA         NA        NA         NA        NA         NA         NA
## 246   -5.229781  -5.469122 -6.600453         NA        NA         NA         NA
## 1428         NA         NA -6.613245         NA        NA         NA         NA
## 14872        NA  -7.385388        NA         NA        NA         NA         NA
## 1503  -5.737944  -8.258674        NA         NA        NA         NA         NA
## 16981        NA  -7.584662 -6.593736         NA        NA         NA         NA
## 1700  -4.460505  -3.340059        NA         NA        NA         NA -0.6463055
## 2169         NA         NA        NA         NA        NA  -9.193464         NA
## 2178         NA  -7.380499 -8.065920         NA        NA         NA         NA
## 2626         NA  -8.779209 -7.538739         NA        NA         NA         NA
## 3951         NA         NA -8.620551         NA        NA         NA         NA
## 1270         NA  -9.209931        NA         NA -6.225634         NA         NA
## 1315         NA         NA -7.685148         NA        NA         NA         NA
## 1381         NA  -7.949644 -7.208279         NA        NA         NA         NA
## 16531        NA         NA        NA         NA        NA         NA         NA
## 1661  -6.018023  -7.856276 -7.433795         NA        NA         NA         NA
## 2027         NA  -6.746904 -6.356973         NA        NA         NA         NA
## 2128         NA         NA -6.702232         NA        NA         NA         NA
## 1220  -6.178499  -7.147083 -7.747310         NA        NA         NA         NA
## 1369         NA         NA        NA         NA        NA -10.195046         NA
## 1392  -6.590529  -8.298011        NA         NA        NA         NA         NA
## 1751         NA  -8.254354 -5.994026         NA        NA         NA         NA
## 1988  -6.535353  -7.367275        NA         NA        NA         NA         NA
## 2153         NA  -8.093723 -7.594162         NA        NA         NA         NA
## 2167         NA         NA -6.265995         NA        NA         NA         NA
## 2437         NA  -8.896514 -8.158591         NA        NA         NA         NA
## 2454  -5.666897  -7.579357 -7.140580         NA        NA         NA         NA
## 2578  -5.707481         NA        NA         NA -7.890440         NA         NA
## 1097  -5.760302  -7.673908 -6.677944         NA        NA         NA         NA
## 1209  -7.023344         NA        NA         NA        NA         NA         NA
## 1335         NA  -8.204107 -6.040210         NA        NA         NA         NA
## 1975         NA  -8.878801        NA         NA        NA         NA         NA
## 2187         NA         NA -6.268891         NA -5.894485         NA         NA
## 2259         NA  -7.700654        NA         NA        NA         NA         NA
## 2341         NA  -9.992689 -7.371123         NA        NA         NA         NA
## 2453  -6.477584  -9.581538 -6.669389         NA        NA         NA         NA
## 2522         NA  -8.590813        NA         NA        NA         NA         NA
## 574   -5.387112         NA -7.725979         NA -5.618511         NA         NA
## 590          NA  -7.779286 -7.392944         NA        NA         NA         NA
## 983   -6.019212  -7.916529        NA         NA        NA         NA         NA
## 1013  -5.667369         NA -7.066013 -10.608431 -6.456938         NA         NA
## 2076         NA         NA        NA         NA        NA -18.645366         NA
## 2158  -5.467082  -6.905338        NA         NA        NA         NA         NA
## 2177  -5.802012  -7.526248 -6.669631         NA        NA         NA         NA
## 2324         NA  -8.280388        NA         NA        NA         NA         NA
## 182   -6.454504  -8.538163 -7.153104         NA -6.066532         NA         NA
## 212   -6.153786         NA -7.745637         NA -6.670691         NA         NA
## 333   -6.416407  -8.230641 -7.959287         NA        NA         NA         NA
## 609          NA         NA -6.959100         NA        NA         NA         NA
## 1162  -5.299328         NA -5.875430         NA -7.155103         NA         NA
## 1286  -6.738909  -8.259631        NA         NA        NA         NA         NA
## 1426  -5.135894         NA        NA         NA        NA         NA         NA
## 1611  -5.416782  -7.953044 -7.164198         NA        NA         NA         NA
## 1882         NA  -6.706965 -7.459861         NA        NA         NA         NA
## 1958  -4.827181  -7.411925 -6.394717         NA        NA         NA         NA
## 2038         NA  -6.966627        NA         NA        NA         NA         NA
## 2467  -6.784867  -8.334487        NA         NA        NA         NA         NA
## 756          NA         NA -6.873113         NA        NA         NA         NA
## 780          NA  -8.132917 -7.425450         NA        NA         NA         NA
## 991   -5.266414  -7.773085 -6.556167         NA        NA         NA         NA
## 1305         NA  -7.092250 -6.924751         NA        NA         NA         NA
## 1373         NA         NA        NA         NA        NA         NA         NA
## 1459         NA  -7.463284 -6.873451         NA -6.038685         NA         NA
## 1594         NA         NA        NA         NA        NA         NA         NA
## 1860         NA         NA        NA         NA        NA -12.756990         NA
## 613   -6.161680  -8.254413 -6.258057         NA        NA         NA         NA
## 1108  -6.038617  -7.536615 -7.335672         NA        NA         NA         NA
## 2279         NA  -7.915876        NA         NA        NA         NA         NA
## 2310         NA         NA        NA         NA        NA         NA         NA
## 2333  -5.850501         NA        NA         NA        NA         NA         NA
## 2348  -5.790581         NA -6.923053         NA        NA         NA         NA
## 2372  -6.923685  -8.499992 -7.871884         NA        NA         NA         NA
## 2526  -5.569102 -10.063057        NA         NA        NA         NA         NA
## 2574  -5.622447  -9.514810        NA         NA -8.119077         NA         NA
## 111   -6.048502  -8.081265 -7.249896         NA        NA         NA         NA
## 1438  -5.998412  -8.376606        NA         NA        NA         NA         NA
## 15041        NA  -8.143085 -8.746427         NA        NA         NA         NA
## 1811         NA         NA        NA         NA        NA  -8.310037         NA
## 2092  -5.684062         NA -7.412887         NA -4.824857         NA         NA
## 2131         NA         NA        NA         NA        NA -13.696087         NA
## 2410         NA  -7.952405 -7.669649         NA        NA         NA         NA
## 2539         NA         NA -7.686127         NA        NA         NA         NA
## 1111  -6.048502  -8.081265 -7.249896         NA        NA         NA         NA
## 14381 -5.998412  -8.376606        NA         NA        NA         NA         NA
## 15042        NA  -8.143085 -8.746427         NA        NA         NA         NA
## 18111        NA         NA        NA         NA        NA  -8.310037         NA
## 20921 -5.684062         NA -7.412887         NA -4.824857         NA         NA
## 21311        NA         NA        NA         NA        NA -13.696087         NA
## 24101        NA  -7.952405 -7.669649         NA        NA         NA         NA
## 25391        NA         NA -7.686127         NA        NA         NA         NA
## 529          NA         NA        NA         NA        NA         NA         NA
## 638   -5.919234  -6.823135 -6.871089         NA        NA         NA         NA
## 951          NA  -7.848443        NA         NA -5.858205         NA         NA
## 1505         NA         NA        NA         NA        NA         NA         NA
## 1614         NA  -7.810438        NA         NA -6.873909         NA         NA
## 1927  -5.918769         NA -7.865453         NA -5.536519         NA         NA
## 2481         NA         NA -7.241421         NA        NA         NA         NA
## 2590         NA         NA -7.065073         NA -6.862710         NA         NA
## 467          NA  -6.565631 -7.769103         NA        NA         NA         NA
##          VAA_ST    VAA_FS     VAA_KC    VAA_SV VAA_NA VAA_FO   VAA_KN VAA_SC
## 479          NA        NA         NA        NA     NA     NA       NA     NA
## 532          NA        NA         NA        NA     NA     NA       NA     NA
## 1032         NA        NA         NA        NA     NA     NA       NA     NA
## 1042         NA        NA         NA        NA     NA     NA       NA     NA
## 1047         NA        NA         NA        NA     NA     NA       NA     NA
## 1964  -8.043058        NA         NA        NA     NA     NA       NA     NA
## 2148         NA        NA         NA        NA     NA     NA       NA     NA
## 2154         NA        NA         NA        NA     NA     NA       NA     NA
## 2192  -6.321652        NA         NA        NA     NA     NA       NA     NA
## 2241         NA        NA         NA        NA     NA     NA       NA     NA
## 447          NA -8.035338         NA        NA     NA     NA       NA     NA
## 490          NA        NA  -9.101946        NA     NA     NA       NA     NA
## 496          NA        NA         NA        NA     NA     NA       NA     NA
## 923          NA        NA  -9.154909        NA     NA     NA       NA     NA
## 1038         NA        NA         NA        NA     NA     NA       NA     NA
## 1960         NA        NA         NA        NA     NA     NA       NA     NA
## 1984         NA -6.800109         NA        NA     NA     NA       NA     NA
## 1996         NA        NA         NA        NA     NA     NA       NA     NA
## 2009         NA        NA         NA        NA     NA     NA       NA     NA
## 2051         NA        NA         NA        NA     NA     NA       NA     NA
## 2085  -7.186719 -7.494193         NA        NA     NA     NA       NA     NA
## 342          NA        NA         NA        NA     NA     NA       NA     NA
## 362   -8.515428 -8.268034         NA        NA     NA     NA       NA     NA
## 896          NA        NA         NA        NA     NA     NA       NA     NA
## 1195         NA        NA         NA        NA     NA     NA       NA     NA
## 1389         NA        NA         NA        NA     NA     NA       NA     NA
## 1393         NA        NA         NA        NA     NA     NA       NA     NA
## 1463         NA        NA         NA        NA     NA     NA       NA     NA
## 1767         NA        NA         NA        NA     NA     NA       NA     NA
## 2587         NA        NA         NA        NA     NA     NA       NA     NA
## 2607  -7.715550        NA         NA        NA     NA     NA       NA     NA
## 137          NA        NA         NA        NA     NA     NA       NA     NA
## 258          NA        NA -11.359082        NA     NA     NA       NA     NA
## 377          NA        NA         NA        NA     NA     NA       NA     NA
## 1581         NA        NA         NA        NA     NA     NA       NA     NA
## 1640         NA        NA         NA        NA     NA     NA       NA     NA
## 2382         NA        NA         NA        NA     NA     NA       NA     NA
## 2503         NA        NA         NA        NA     NA     NA       NA     NA
## 2622         NA        NA         NA        NA     NA     NA       NA     NA
## 69           NA        NA         NA        NA     NA     NA       NA     NA
## 136          NA        NA         NA        NA     NA     NA       NA     NA
## 1101         NA        NA         NA        NA     NA     NA       NA     NA
## 1268         NA        NA -10.360080        NA     NA     NA       NA     NA
## 1279         NA        NA         NA        NA     NA     NA       NA     NA
## 1308         NA        NA -11.283924        NA     NA     NA       NA     NA
## 1324         NA        NA         NA        NA     NA     NA       NA     NA
## 1330         NA        NA         NA        NA     NA     NA       NA     NA
## 2104         NA        NA         NA        NA     NA     NA       NA     NA
## 2314         NA        NA         NA        NA     NA     NA       NA     NA
## 2381         NA        NA         NA        NA     NA     NA       NA     NA
## 55           NA        NA         NA        NA     NA     NA       NA     NA
## 1153         NA        NA         NA        NA     NA     NA       NA     NA
## 1439         NA        NA         NA        NA     NA     NA       NA     NA
## 1617         NA        NA         NA        NA     NA     NA       NA     NA
## 1653         NA        NA         NA        NA     NA     NA       NA     NA
## 1737         NA        NA         NA        NA     NA     NA       NA     NA
## 1926         NA        NA         NA        NA     NA     NA       NA     NA
## 2300         NA        NA         NA        NA     NA     NA       NA     NA
## 238   -8.420025        NA         NA        NA     NA     NA       NA     NA
## 1077         NA        NA         NA        NA     NA     NA       NA     NA
## 1159         NA        NA         NA        NA     NA     NA       NA     NA
## 1253         NA        NA         NA        NA     NA     NA       NA     NA
## 1387         NA        NA         NA        NA     NA     NA       NA     NA
## 1450         NA        NA         NA        NA     NA     NA       NA     NA
## 1915         NA        NA         NA        NA     NA     NA       NA     NA
## 2483         NA        NA         NA        NA     NA     NA       NA     NA
## 612          NA        NA         NA        NA     NA     NA       NA     NA
## 1229         NA        NA         NA        NA     NA     NA       NA     NA
## 1231         NA        NA         NA        NA     NA     NA       NA     NA
## 1349         NA        NA         NA        NA     NA     NA       NA     NA
## 1553         NA        NA         NA        NA     NA     NA       NA     NA
## 1660         NA        NA         NA        NA     NA     NA       NA     NA
## 1663         NA        NA         NA        NA     NA     NA       NA     NA
## 1959         NA        NA         NA        NA     NA     NA       NA     NA
## 6121         NA        NA         NA        NA     NA     NA       NA     NA
## 12291        NA        NA         NA        NA     NA     NA       NA     NA
## 12311        NA        NA         NA        NA     NA     NA       NA     NA
## 13491        NA        NA         NA        NA     NA     NA       NA     NA
## 15531        NA        NA         NA        NA     NA     NA       NA     NA
## 16601        NA        NA         NA        NA     NA     NA       NA     NA
## 16631        NA        NA         NA        NA     NA     NA       NA     NA
## 19591        NA        NA         NA        NA     NA     NA       NA     NA
## 476   -7.075162        NA         NA        NA     NA     NA       NA     NA
## 527          NA        NA         NA        NA     NA     NA       NA     NA
## 576          NA        NA         NA        NA     NA     NA       NA     NA
## 2047         NA        NA         NA        NA     NA     NA       NA     NA
## 2118         NA        NA         NA        NA     NA     NA       NA     NA
## 2133         NA        NA         NA        NA     NA     NA       NA     NA
## 2134         NA        NA         NA        NA     NA     NA       NA     NA
## 2139         NA        NA         NA        NA     NA     NA       NA     NA
## 2181         NA        NA         NA        NA     NA     NA       NA     NA
## 2190         NA        NA         NA        NA     NA     NA       NA     NA
## 2205         NA        NA         NA        NA     NA     NA       NA     NA
## 2206  -6.372481        NA         NA        NA     NA     NA       NA     NA
## 758   -7.548482 -7.947459         NA        NA     NA     NA       NA     NA
## 820   -8.505236        NA         NA        NA     NA     NA       NA     NA
## 1535         NA        NA         NA        NA     NA     NA       NA     NA
## 1546         NA        NA         NA        NA     NA     NA       NA     NA
## 1555         NA        NA         NA        NA     NA     NA       NA     NA
## 1618         NA        NA         NA        NA     NA     NA       NA     NA
## 1684         NA        NA -10.729325        NA     NA     NA       NA     NA
## 1740         NA        NA         NA        NA     NA     NA       NA     NA
## 1746         NA        NA         NA        NA     NA     NA       NA     NA
## 2515         NA        NA         NA        NA     NA     NA       NA     NA
## 2577         NA        NA         NA        NA     NA     NA       NA     NA
## 537          NA        NA         NA        NA     NA     NA       NA     NA
## 960          NA        NA -10.429241        NA     NA     NA       NA     NA
## 1068         NA        NA         NA        NA     NA     NA       NA     NA
## 12531        NA        NA         NA        NA     NA     NA       NA     NA
## 1301         NA        NA         NA        NA     NA     NA       NA     NA
## 1487         NA -7.710415         NA        NA     NA     NA       NA     NA
## 1508         NA        NA         NA        NA     NA     NA       NA     NA
## 1735         NA        NA         NA        NA     NA     NA       NA     NA
## 2294         NA        NA         NA        NA     NA     NA       NA     NA
## 805          NA        NA         NA        NA     NA     NA       NA     NA
## 1563         NA -6.911211  -9.175095        NA     NA     NA       NA     NA
## 1576         NA        NA         NA        NA     NA     NA       NA     NA
## 1578         NA -7.760931         NA        NA     NA     NA       NA     NA
## 1588         NA        NA         NA        NA     NA     NA       NA     NA
## 1606  -8.434876        NA         NA        NA     NA     NA       NA     NA
## 1644         NA        NA         NA        NA     NA     NA       NA     NA
## 1650         NA        NA         NA        NA     NA     NA       NA     NA
## 1655         NA        NA         NA        NA     NA     NA       NA     NA
## 1679         NA        NA         NA        NA     NA     NA       NA     NA
## 1698         NA        NA         NA        NA     NA     NA       NA     NA
## 1712         NA        NA         NA        NA     NA     NA       NA     NA
## 1722         NA        NA         NA        NA     NA     NA       NA     NA
## 1745         NA        NA         NA        NA     NA     NA       NA     NA
## 2562  -9.044401        NA         NA        NA     NA     NA       NA     NA
## 366   -8.282454        NA         NA        NA     NA     NA       NA     NA
## 389   -8.704740        NA         NA        NA     NA     NA       NA     NA
## 424          NA        NA         NA        NA     NA     NA       NA     NA
## 1627         NA        NA         NA        NA     NA     NA       NA     NA
## 1668         NA        NA         NA        NA     NA     NA       NA     NA
## 2123         NA        NA         NA        NA     NA     NA       NA     NA
## 2146  -8.057200        NA         NA        NA     NA     NA       NA     NA
## 21811        NA        NA         NA        NA     NA     NA       NA     NA
## 231          NA        NA         NA        NA     NA     NA       NA     NA
## 592          NA        NA         NA        NA     NA     NA       NA     NA
## 813          NA        NA         NA        NA     NA     NA       NA     NA
## 1088         NA        NA         NA        NA     NA     NA       NA     NA
## 1449         NA        NA         NA        NA     NA     NA       NA     NA
## 1670         NA        NA         NA        NA     NA     NA       NA     NA
## 1945         NA -8.032507         NA        NA     NA     NA       NA     NA
## 2306         NA        NA         NA        NA     NA     NA       NA     NA
## 2527  -8.706810        NA         NA        NA     NA     NA       NA     NA
## 340   -8.562262        NA         NA        NA     NA     NA       NA     NA
## 429          NA        NA         NA        NA     NA     NA       NA     NA
## 807          NA        NA         NA        NA     NA     NA       NA     NA
## 9231         NA        NA  -9.154909        NA     NA     NA       NA     NA
## 1867         NA        NA         NA        NA     NA     NA       NA     NA
## 1956  -8.771885        NA         NA        NA     NA     NA       NA     NA
## 2334         NA        NA         NA        NA     NA     NA       NA     NA
## 2450         NA        NA         NA        NA     NA     NA       NA     NA
## 372          NA        NA  -9.861827        NA     NA     NA       NA     NA
## 412          NA        NA         NA -8.498808     NA     NA       NA     NA
## 775          NA        NA         NA        NA     NA     NA       NA     NA
## 1358         NA        NA         NA        NA     NA     NA       NA     NA
## 1448         NA        NA         NA        NA     NA     NA       NA     NA
## 1899         NA        NA         NA        NA     NA     NA       NA     NA
## 1939         NA        NA         NA        NA     NA     NA       NA     NA
## 2302         NA        NA         NA        NA     NA     NA       NA     NA
## 347          NA        NA         NA        NA     NA     NA       NA     NA
## 743          NA        NA         NA        NA     NA     NA       NA     NA
## 1374         NA        NA         NA        NA     NA     NA       NA     NA
## 1376         NA        NA         NA        NA     NA     NA       NA     NA
## 14871        NA -7.710415         NA        NA     NA     NA       NA     NA
## 1509         NA        NA         NA        NA     NA     NA       NA     NA
## 1874         NA        NA         NA        NA     NA     NA       NA     NA
## 2270         NA        NA         NA        NA     NA     NA       NA     NA
## 711          NA        NA  -9.412718        NA     NA     NA       NA     NA
## 10421        NA        NA         NA        NA     NA     NA       NA     NA
## 1161         NA        NA -10.697997        NA     NA     NA       NA     NA
## 1235         NA        NA         NA        NA     NA     NA       NA     NA
## 1300         NA        NA         NA        NA     NA     NA       NA     NA
## 1320         NA        NA         NA        NA     NA     NA       NA     NA
## 2238         NA        NA         NA        NA     NA     NA       NA     NA
## 2569  -8.173584        NA         NA        NA     NA     NA       NA     NA
## 395          NA        NA         NA        NA     NA     NA       NA     NA
## 1429         NA        NA         NA        NA     NA     NA       NA     NA
## 1440         NA        NA         NA        NA     NA     NA       NA     NA
## 1443         NA        NA         NA        NA     NA     NA       NA     NA
## 1474         NA -7.445049         NA        NA     NA     NA       NA     NA
## 1501         NA        NA         NA        NA     NA     NA       NA     NA
## 1502         NA -6.250733         NA        NA     NA     NA       NA     NA
## 1504         NA        NA         NA        NA     NA     NA       NA     NA
## 1516         NA        NA         NA        NA     NA     NA       NA     NA
## 1922         NA        NA         NA        NA     NA     NA       NA     NA
## 222          NA        NA         NA        NA     NA     NA       NA     NA
## 4791         NA        NA         NA        NA     NA     NA       NA     NA
## 1254         NA        NA         NA        NA     NA     NA       NA     NA
## 1343         NA        NA         NA        NA     NA     NA       NA     NA
## 1671         NA -7.439348         NA        NA     NA     NA       NA     NA
## 1705         NA -7.527794         NA        NA     NA     NA       NA     NA
## 1719         NA        NA         NA        NA     NA     NA       NA     NA
## 1830         NA        NA         NA        NA     NA     NA       NA     NA
## 1172         NA        NA         NA        NA     NA     NA       NA     NA
## 11951        NA        NA         NA        NA     NA     NA       NA     NA
## 1311         NA        NA         NA        NA     NA     NA       NA     NA
## 1313         NA        NA         NA        NA     NA     NA       NA     NA
## 1353         NA        NA         NA        NA     NA     NA       NA     NA
## 1360         NA        NA         NA        NA     NA     NA       NA     NA
## 1895         NA        NA         NA        NA     NA     NA       NA     NA
## 1983         NA        NA         NA        NA     NA     NA       NA     NA
## 2248  -7.643745        NA         NA        NA     NA     NA       NA     NA
## 2357         NA        NA         NA        NA     NA     NA       NA     NA
## 226          NA        NA         NA        NA     NA     NA       NA     NA
## 480          NA        NA         NA        NA     NA     NA       NA     NA
## 845          NA        NA         NA        NA     NA     NA       NA     NA
## 1552         NA        NA         NA        NA     NA     NA       NA     NA
## 1609         NA        NA         NA        NA     NA     NA       NA     NA
## 1703         NA        NA         NA        NA     NA     NA -10.9068     NA
## 1728         NA -7.765454         NA        NA     NA     NA       NA     NA
## 2145         NA        NA         NA        NA     NA     NA       NA     NA
## 249          NA        NA         NA        NA     NA     NA       NA     NA
## 251          NA        NA         NA        NA     NA     NA       NA     NA
## 506          NA        NA  -9.766771        NA     NA     NA       NA     NA
## 556          NA        NA         NA        NA     NA     NA       NA     NA
## 1208         NA        NA         NA        NA     NA     NA       NA     NA
## 1283         NA        NA         NA        NA     NA     NA       NA     NA
## 1284         NA -6.479658         NA        NA     NA     NA       NA     NA
## 2345         NA        NA         NA        NA     NA     NA       NA     NA
## 2565         NA        NA         NA        NA     NA     NA       NA     NA
## 317   -7.710955        NA         NA        NA     NA     NA       NA     NA
## 335          NA        NA         NA        NA     NA     NA       NA     NA
## 663          NA        NA         NA        NA     NA     NA       NA     NA
## 1333         NA        NA         NA        NA     NA     NA       NA     NA
## 1475         NA        NA         NA        NA     NA     NA       NA     NA
## 19961        NA        NA         NA        NA     NA     NA       NA     NA
## 2113         NA        NA         NA        NA     NA     NA       NA     NA
## 2368         NA        NA         NA        NA     NA     NA       NA     NA
## 22           NA        NA -10.408832        NA     NA     NA       NA     NA
## 63           NA        NA  -9.894465        NA     NA     NA       NA     NA
## 168          NA        NA         NA        NA     NA     NA       NA     NA
## 174          NA        NA         NA        NA     NA     NA       NA     NA
## 673          NA        NA         NA        NA     NA     NA       NA     NA
## 1177         NA        NA         NA        NA     NA     NA       NA     NA
## 1180         NA        NA  -8.023257        NA     NA     NA       NA     NA
## 1260  -8.215911        NA -10.347939        NA     NA     NA       NA     NA
## 1744         NA        NA         NA        NA     NA     NA       NA     NA
## 1759         NA        NA         NA        NA     NA     NA       NA     NA
## 2222         NA        NA         NA        NA     NA     NA       NA     NA
## 2362         NA        NA         NA        NA     NA     NA       NA     NA
## 2530         NA        NA         NA        NA     NA     NA       NA     NA
## 2600         NA        NA         NA        NA     NA     NA       NA     NA
## 2641         NA        NA         NA        NA     NA     NA       NA     NA
## 7581  -7.548482 -7.947459         NA        NA     NA     NA       NA     NA
## 1178         NA        NA         NA        NA     NA     NA       NA     NA
## 1287         NA        NA         NA        NA     NA     NA       NA     NA
## 1445         NA        NA         NA        NA     NA     NA       NA     NA
## 19561 -8.771885        NA         NA        NA     NA     NA       NA     NA
## 2229         NA        NA         NA        NA     NA     NA       NA     NA
## 2246         NA        NA         NA        NA     NA     NA       NA     NA
## 2312         NA        NA -10.315744        NA     NA     NA       NA     NA
## 2412         NA        NA         NA        NA     NA     NA       NA     NA
## 173   -7.872315        NA         NA        NA     NA     NA       NA     NA
## 315          NA        NA         NA        NA     NA     NA       NA     NA
## 376          NA        NA -10.016949        NA     NA     NA       NA     NA
## 1630         NA        NA         NA        NA     NA     NA       NA     NA
## 1646         NA        NA         NA        NA     NA     NA       NA     NA
## 1683         NA -6.998342         NA        NA     NA     NA       NA     NA
## 1891         NA        NA         NA        NA     NA     NA       NA     NA
## 1930  -6.477060        NA         NA        NA     NA     NA       NA     NA
## 2007  -9.094069        NA         NA        NA     NA     NA       NA     NA
## 2252         NA        NA         NA        NA     NA     NA       NA     NA
## 2471         NA        NA         NA        NA     NA     NA       NA     NA
## 2511         NA        NA         NA        NA     NA     NA       NA     NA
## 152          NA        NA         NA        NA     NA     NA       NA     NA
## 307   -6.446788        NA         NA        NA     NA     NA       NA     NA
## 414          NA        NA         NA        NA     NA     NA       NA     NA
## 1185         NA        NA  -8.957861        NA     NA     NA       NA     NA
## 1331         NA        NA         NA        NA     NA     NA       NA     NA
## 1351         NA        NA         NA        NA     NA     NA       NA     NA
## 1565         NA        NA         NA        NA     NA     NA       NA     NA
## 1718         NA        NA         NA        NA     NA     NA       NA     NA
## 1808         NA        NA         NA        NA     NA     NA       NA     NA
## 2013         NA        NA         NA        NA     NA     NA       NA     NA
## 2031         NA        NA         NA        NA     NA     NA       NA     NA
## 2090         NA        NA         NA        NA     NA     NA       NA     NA
## 598          NA        NA         NA        NA     NA     NA       NA     NA
## 1155         NA        NA         NA        NA     NA     NA       NA     NA
## 13581        NA        NA         NA        NA     NA     NA       NA     NA
## 1533         NA        NA         NA        NA     NA     NA       NA     NA
## 2025         NA        NA         NA        NA     NA     NA       NA     NA
## 2035         NA        NA         NA        NA     NA     NA       NA     NA
## 2307         NA        NA         NA        NA     NA     NA       NA     NA
## 2498         NA        NA         NA        NA     NA     NA       NA     NA
## 5321         NA        NA         NA        NA     NA     NA       NA     NA
## 975          NA        NA         NA        NA     NA     NA       NA     NA
## 1040         NA        NA         NA        NA     NA     NA       NA     NA
## 1214         NA        NA         NA        NA     NA     NA       NA     NA
## 1612         NA        NA         NA        NA     NA     NA       NA     NA
## 2006         NA        NA         NA        NA     NA     NA       NA     NA
## 2338         NA        NA         NA        NA     NA     NA       NA     NA
## 2504         NA        NA         NA        NA     NA     NA       NA     NA
## 2536         NA        NA         NA        NA     NA     NA       NA     NA
## 279   -7.387135        NA         NA        NA     NA     NA       NA     NA
## 351          NA -7.025611         NA        NA     NA     NA       NA     NA
## 1336         NA        NA         NA        NA     NA     NA       NA     NA
## 13492        NA        NA         NA        NA     NA     NA       NA     NA
## 1356         NA -7.699630         NA        NA     NA     NA       NA     NA
## 1417         NA        NA         NA        NA     NA     NA       NA     NA
## 15091        NA        NA         NA        NA     NA     NA       NA     NA
## 1542         NA        NA         NA        NA     NA     NA       NA     NA
## 2055         NA        NA         NA        NA     NA     NA       NA     NA
## 2273         NA        NA         NA        NA     NA     NA       NA     NA
## 2499         NA        NA         NA        NA     NA     NA       NA     NA
## 2566         NA        NA         NA        NA     NA     NA       NA     NA
## 51           NA        NA         NA        NA     NA     NA       NA     NA
## 365          NA -8.796052         NA        NA     NA     NA       NA     NA
## 552          NA -7.001125         NA        NA     NA     NA       NA     NA
## 630          NA        NA         NA        NA     NA     NA       NA     NA
## 1493         NA        NA         NA        NA     NA     NA       NA     NA
## 1506         NA        NA         NA        NA     NA     NA       NA     NA
## 1514         NA        NA         NA        NA     NA     NA       NA     NA
## 1925         NA -7.198972         NA        NA     NA     NA       NA     NA
## 2349         NA        NA         NA        NA     NA     NA       NA     NA
## 2413         NA        NA         NA        NA     NA     NA       NA     NA
## 2629         NA        NA         NA        NA     NA     NA       NA     NA
## 48           NA        NA         NA        NA     NA     NA       NA     NA
## 246          NA        NA         NA        NA     NA     NA       NA     NA
## 1428         NA        NA         NA        NA     NA     NA       NA     NA
## 14872        NA -7.710415         NA        NA     NA     NA       NA     NA
## 1503         NA        NA         NA        NA     NA     NA       NA     NA
## 16981        NA        NA         NA        NA     NA     NA       NA     NA
## 1700         NA        NA         NA        NA     NA     NA       NA     NA
## 2169         NA        NA         NA        NA     NA     NA       NA     NA
## 2178         NA        NA         NA        NA     NA     NA       NA     NA
## 2626         NA        NA         NA        NA     NA     NA       NA     NA
## 3951         NA        NA         NA        NA     NA     NA       NA     NA
## 1270         NA        NA         NA        NA     NA     NA       NA     NA
## 1315         NA        NA         NA        NA     NA     NA       NA     NA
## 1381         NA        NA         NA        NA     NA     NA       NA     NA
## 16531        NA        NA         NA        NA     NA     NA       NA     NA
## 1661         NA        NA         NA        NA     NA     NA       NA     NA
## 2027         NA        NA         NA        NA     NA     NA       NA     NA
## 2128  -7.819695        NA         NA        NA     NA     NA       NA     NA
## 1220         NA        NA         NA        NA     NA     NA       NA     NA
## 1369         NA        NA         NA        NA     NA     NA       NA     NA
## 1392         NA        NA         NA        NA     NA     NA       NA     NA
## 1751         NA        NA         NA        NA     NA     NA       NA     NA
## 1988  -8.496103        NA         NA        NA     NA     NA       NA     NA
## 2153         NA        NA         NA        NA     NA     NA       NA     NA
## 2167         NA        NA         NA        NA     NA     NA       NA     NA
## 2437         NA        NA         NA        NA     NA     NA       NA     NA
## 2454  -7.951446        NA -11.154080        NA     NA     NA       NA     NA
## 2578         NA        NA         NA        NA     NA     NA       NA     NA
## 1097         NA -6.491652         NA        NA     NA     NA       NA     NA
## 1209  -9.261232        NA         NA        NA     NA     NA       NA     NA
## 1335         NA        NA         NA        NA     NA     NA       NA     NA
## 1975         NA        NA         NA        NA     NA     NA       NA     NA
## 2187  -6.674630        NA         NA        NA     NA     NA       NA     NA
## 2259  -7.979760        NA         NA        NA     NA     NA       NA     NA
## 2341         NA        NA         NA        NA     NA     NA       NA     NA
## 2453         NA        NA         NA        NA     NA     NA       NA     NA
## 2522         NA        NA         NA        NA     NA     NA       NA     NA
## 574          NA        NA         NA        NA     NA     NA       NA     NA
## 590          NA        NA         NA        NA     NA     NA       NA     NA
## 983          NA -7.749021 -10.288022        NA     NA     NA       NA     NA
## 1013         NA        NA         NA        NA     NA     NA       NA     NA
## 2076         NA        NA         NA        NA     NA     NA       NA     NA
## 2158         NA        NA         NA        NA     NA     NA       NA     NA
## 2177         NA        NA         NA        NA     NA     NA       NA     NA
## 2324         NA        NA         NA        NA     NA     NA       NA     NA
## 182          NA -9.295352         NA        NA     NA     NA       NA     NA
## 212          NA        NA         NA        NA     NA     NA       NA     NA
## 333          NA        NA         NA        NA     NA     NA       NA     NA
## 609          NA        NA         NA        NA     NA     NA       NA     NA
## 1162         NA        NA         NA        NA     NA     NA       NA     NA
## 1286         NA        NA         NA        NA     NA     NA       NA     NA
## 1426         NA        NA         NA        NA     NA     NA       NA     NA
## 1611         NA        NA         NA        NA     NA     NA       NA     NA
## 1882         NA        NA         NA        NA     NA     NA       NA     NA
## 1958         NA        NA  -8.226483        NA     NA     NA       NA     NA
## 2038         NA -7.196425         NA        NA     NA     NA       NA     NA
## 2467         NA        NA         NA        NA     NA     NA       NA     NA
## 756          NA        NA         NA        NA     NA     NA       NA     NA
## 780          NA        NA -10.165334        NA     NA     NA       NA     NA
## 991   -7.048578        NA         NA        NA     NA     NA       NA     NA
## 1305         NA        NA         NA        NA     NA     NA       NA     NA
## 1373         NA        NA         NA        NA     NA     NA       NA     NA
## 1459         NA        NA         NA        NA     NA     NA       NA     NA
## 1594         NA        NA         NA        NA     NA     NA       NA     NA
## 1860         NA        NA         NA        NA     NA     NA       NA     NA
## 613          NA        NA         NA        NA     NA     NA       NA     NA
## 1108  -8.143129        NA         NA        NA     NA     NA       NA     NA
## 2279         NA        NA         NA        NA     NA     NA       NA     NA
## 2310         NA        NA         NA        NA     NA     NA       NA     NA
## 2333         NA        NA         NA        NA     NA     NA       NA     NA
## 2348         NA        NA         NA        NA     NA     NA       NA     NA
## 2372         NA        NA         NA        NA     NA     NA       NA     NA
## 2526         NA        NA         NA        NA     NA     NA       NA     NA
## 2574         NA        NA         NA        NA     NA     NA       NA     NA
## 111          NA        NA         NA        NA     NA     NA       NA     NA
## 1438         NA        NA         NA        NA     NA     NA       NA     NA
## 15041        NA        NA         NA        NA     NA     NA       NA     NA
## 1811         NA        NA         NA        NA     NA     NA       NA     NA
## 2092  -6.489118        NA         NA        NA     NA     NA       NA     NA
## 2131         NA        NA         NA        NA     NA     NA       NA     NA
## 2410         NA        NA         NA        NA     NA     NA       NA     NA
## 2539         NA        NA  -9.722376        NA     NA     NA       NA     NA
## 1111         NA        NA         NA        NA     NA     NA       NA     NA
## 14381        NA        NA         NA        NA     NA     NA       NA     NA
## 15042        NA        NA         NA        NA     NA     NA       NA     NA
## 18111        NA        NA         NA        NA     NA     NA       NA     NA
## 20921 -6.489118        NA         NA        NA     NA     NA       NA     NA
## 21311        NA        NA         NA        NA     NA     NA       NA     NA
## 24101        NA        NA         NA        NA     NA     NA       NA     NA
## 25391        NA        NA  -9.722376        NA     NA     NA       NA     NA
## 529          NA        NA         NA        NA     NA     NA       NA     NA
## 638   -7.904158        NA         NA        NA     NA     NA       NA     NA
## 951          NA -6.877107         NA        NA     NA     NA       NA     NA
## 1505         NA        NA         NA        NA     NA     NA       NA     NA
## 1614         NA        NA         NA        NA     NA     NA       NA     NA
## 1927         NA        NA         NA        NA     NA     NA       NA     NA
## 2481  -7.332727        NA         NA        NA     NA     NA       NA     NA
## 2590         NA        NA         NA        NA     NA     NA       NA     NA
## 467          NA        NA         NA        NA     NA     NA       NA     NA
##            HAA_CU     HAA_FA       HAA_FF       HAA_SI     HAA_SL        HAA_CH
## 479            NA         NA  0.941673595 -0.133927775  3.9385803 -2.131247e-02
## 532   -2.79514512         NA -0.985289071           NA         NA -5.516859e-01
## 1032  -6.62950789         NA -2.454791422 -2.187539177 -4.5264838 -1.990771e+00
## 1042           NA         NA -2.761093141 -1.726661074 -4.5489017 -2.051141e+00
## 1047  -1.70334667         NA -0.328063155           NA -1.9430976  3.415837e-01
## 1964           NA         NA  1.513358180 -0.102042504  3.5466679  2.109372e-01
## 2148   3.08841248  1.9272425           NA           NA         NA            NA
## 2154           NA  0.6028275           NA           NA         NA            NA
## 2192           NA         NA           NA  0.059713800         NA  2.353687e-01
## 2241           NA         NA  1.766476513  1.268468641  4.0494907  8.053315e-01
## 447            NA         NA  0.666560267 -0.040259282  2.1800857            NA
## 490            NA         NA -2.069853692 -1.363284775         NA -1.203079e+00
## 496   -4.48394711         NA -2.449594483 -1.351629798         NA -1.439139e+00
## 923            NA         NA  1.660084467 -0.067020552  3.2739521  4.314922e-01
## 1038  -2.88139722         NA -0.810274214  0.264534720         NA  2.876279e-01
## 1960           NA         NA           NA           NA         NA            NA
## 1984           NA         NA  0.842747974 -0.668291891  3.7974916            NA
## 1996           NA  1.0618433           NA           NA         NA            NA
## 2009           NA         NA  0.303868314  0.924523410         NA -7.481502e-01
## 2051           NA         NA  2.997939860  2.882111347  5.3906092            NA
## 2085   2.30023306         NA  1.374141539 -0.045272494  3.0532601            NA
## 342            NA         NA  0.124015669 -1.049719675  1.9035715 -7.253332e-01
## 362            NA         NA  0.142372690 -1.109146290  1.5783074            NA
## 896    2.81559676         NA  1.463575965           NA  3.1736539  8.209007e-01
## 1195           NA         NA  2.993340746  1.198514462  4.4070491  9.281329e-01
## 1389           NA         NA  0.682744354           NA  2.4179042            NA
## 1393   1.96306944         NA  1.124352664           NA         NA            NA
## 1463           NA         NA -0.241261886           NA  0.8749400 -4.694368e-01
## 1767           NA         NA  0.888676202           NA  1.9182073 -4.026519e-02
## 2587           NA         NA           NA -1.725763134 -7.0663235            NA
## 2607           NA         NA -1.452315980           NA -3.5914047 -7.944713e-01
## 137    3.27953559         NA  0.732602954           NA  2.2883055 -2.612100e-01
## 258            NA         NA  0.221483089           NA  2.6024394  3.504514e-05
## 377            NA         NA  1.010604100  0.053014293  2.2530621  7.508682e-01
## 1581           NA  1.0627948           NA           NA         NA            NA
## 1640   3.00378918         NA  1.087051404           NA  3.2803426            NA
## 2382  -1.87033107         NA -1.567052395  0.214848645 -2.4578959            NA
## 2503  -3.71548021         NA -1.601297004           NA -3.3483341            NA
## 2622  -4.41325160         NA -2.440971643           NA         NA -5.105574e-01
## 69     3.85168889         NA  1.092948542           NA  3.3232967 -4.974654e-01
## 136    2.48454075         NA  1.588900174  0.260011092  3.6729859 -3.644724e-02
## 1101           NA         NA -1.787588190 -0.823674303 -3.1375999 -6.395632e-01
## 1268           NA         NA  1.426539434  0.235846435         NA  2.196724e-01
## 1279           NA         NA  2.811091913  1.577022336  4.3327691  1.701669e+00
## 1308           NA         NA  1.483213087           NA  3.5515031            NA
## 1324           NA         NA           NA           NA  0.2229007            NA
## 1330   2.34742671         NA  0.599102777 -0.332657462  2.5366909  1.887720e-02
## 2104           NA  0.4161308           NA           NA         NA            NA
## 2314           NA         NA -0.334147404           NA -2.2545985            NA
## 2381  -2.61552217         NA -2.356783165 -0.822690108 -3.5031913            NA
## 55     4.91134839         NA  2.732314273  1.727616314  5.9477690  1.698794e+00
## 1153           NA         NA  0.826960116  0.542335503  4.6675307  1.140579e+00
## 1439           NA         NA  0.599275495           NA  1.7534196            NA
## 1617   2.32743293         NA -0.027681594 -0.547841046  1.8967082 -6.163605e-01
## 1653   4.93380431  0.7175860           NA           NA         NA            NA
## 1737           NA         NA  0.665626865  0.287597686  2.0728608  1.674027e-01
## 1926   2.20533783         NA  0.928099631 -0.354952830  3.4158909 -6.160340e-01
## 2300   3.48460469         NA  1.270142169  0.306756561  3.0189242            NA
## 238    2.94445629         NA  1.453311035  0.276535679  3.1378423  2.911893e-01
## 1077  -2.47104906         NA -2.216656613 -0.668297949 -3.5221508 -4.835219e-01
## 1159           NA         NA  0.803043359 -0.740517172  1.1350629            NA
## 1253           NA         NA           NA           NA  2.7792116            NA
## 1387           NA         NA  0.720094970  0.533133709  1.9974380 -4.156572e-01
## 1450           NA         NA  2.058067008  1.882279748         NA -3.161164e-01
## 1915           NA         NA  0.982447142           NA  3.1514427  1.678535e+00
## 2483           NA         NA -1.877513913           NA -4.5200322            NA
## 612   -1.74600403         NA -0.022494590  0.795210645 -2.0699675  7.690467e-01
## 1229           NA  0.8153432           NA           NA         NA            NA
## 1231   1.79145535         NA  0.083530008           NA  2.1496910 -6.294115e-01
## 1349           NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 1553           NA         NA  1.085999724 -0.525224313  2.3243129 -6.137730e-01
## 1660           NA         NA  0.499333551 -0.642388430  2.4489235  3.609878e+00
## 1663           NA         NA  0.922263006           NA  3.5920903 -3.231377e-01
## 1959           NA  1.1089697           NA           NA         NA            NA
## 6121  -1.74600403         NA -0.022494590  0.795210645 -2.0699675  7.690467e-01
## 12291          NA  0.8153432           NA           NA         NA            NA
## 12311  1.79145535         NA  0.083530008           NA  2.1496910 -6.294115e-01
## 13491          NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 15531          NA         NA  1.085999724 -0.525224313  2.3243129 -6.137730e-01
## 16601          NA         NA  0.499333551 -0.642388430  2.4489235  3.609878e+00
## 16631          NA         NA  0.922263006           NA  3.5920903 -3.231377e-01
## 19591          NA  1.1089697           NA           NA         NA            NA
## 476            NA         NA  1.566586920  1.097705513         NA  5.175240e-01
## 527   -2.80058954         NA -1.688615387 -0.649086879 -2.8549173 -7.499630e-01
## 576   -1.96278628         NA -0.737945071  0.779543243         NA -5.931532e-01
## 2047           NA  2.4784361           NA           NA         NA            NA
## 2118           NA         NA  0.925045986           NA  2.3927602  1.507722e-01
## 2133           NA         NA  1.382729724  0.259503220  2.7274116  2.201036e-01
## 2134           NA  1.5001114           NA           NA         NA            NA
## 2139           NA         NA  0.535724108           NA  1.1746979  8.974869e-01
## 2181           NA         NA  0.594609464           NA  2.2207308            NA
## 2190   1.84527574         NA  1.620432304           NA  2.5962984  1.312920e+00
## 2205           NA         NA -0.234249256           NA  1.7704169            NA
## 2206           NA         NA  1.674315829  0.413675863         NA  1.659032e-01
## 758    3.03104047         NA  1.693427041           NA  2.1839911            NA
## 820    3.13139936         NA  0.183171367  0.259650451  4.7444108  2.547286e-01
## 1535   1.99778853         NA  0.955235767           NA         NA            NA
## 1546   2.27667945         NA  1.312874036           NA  3.0205693            NA
## 1555           NA         NA  0.712275555 -0.497360326         NA -2.681937e-01
## 1618           NA         NA  2.165570365  1.577411094  5.5979346            NA
## 1684           NA         NA  1.326952662           NA  3.8868997            NA
## 1740           NA         NA  1.128682609           NA  2.7448226  9.334429e-02
## 1746           NA         NA  0.708423912           NA  3.5791656 -5.814023e-01
## 2515           NA         NA           NA -1.768530261 -5.3718074            NA
## 2577           NA         NA -1.471500293           NA -2.7371286 -5.352239e-01
## 537            NA         NA -1.861158245 -0.588996316 -2.9313685 -5.208097e-01
## 960            NA         NA  1.330750911           NA  2.6004252  1.962470e-01
## 1068  -3.66092371         NA -1.051640526           NA         NA -3.624533e-01
## 12531          NA         NA           NA           NA  2.7792116            NA
## 1301           NA         NA  2.045884836  0.799441984  4.3703990  6.024262e-01
## 1487   4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1508   1.41470491         NA  0.466413879           NA         NA            NA
## 1735   3.37270096         NA  1.461058523  0.073243762  3.4368343  1.754329e-01
## 2294           NA         NA  0.714498601  1.372001268  1.9832304            NA
## 805    4.14592075         NA  1.890904626  0.488519390         NA  2.176840e-01
## 1563           NA         NA  0.766303269           NA  3.5281220  2.324857e-01
## 1576           NA  2.3459318           NA           NA         NA            NA
## 1578           NA         NA  1.481475011           NA  2.6165486            NA
## 1588   2.69353331         NA           NA           NA  2.9669543            NA
## 1606           NA         NA  1.062217810           NA         NA  2.410172e-04
## 1644           NA  1.3916490           NA           NA         NA            NA
## 1650           NA         NA  1.724551755           NA  4.9929958            NA
## 1655   2.55162044  2.0899519           NA           NA         NA            NA
## 1679           NA         NA  0.929647253           NA  3.3370684 -7.679074e-01
## 1698           NA         NA  1.766206568           NA  3.1299639  3.480108e-01
## 1712           NA  0.7086224           NA           NA         NA            NA
## 1722           NA         NA  3.401514479  1.852286992  5.5607631  6.597828e-01
## 1745           NA         NA -0.268107471 -0.547091300  3.1076762 -7.268255e-01
## 2562           NA         NA -1.940127444           NA -3.5190064 -2.518129e+00
## 366    1.46756523         NA  0.617349318           NA  2.1784868 -1.582496e-01
## 389            NA         NA  0.437477919 -0.763437691  2.3167965 -5.386824e-01
## 424    4.53239539         NA  2.204817700  1.009028399  3.3556818            NA
## 1627           NA  1.7263639           NA           NA         NA            NA
## 1668           NA         NA           NA  0.634167254  3.8073056 -1.875957e+00
## 2123           NA  1.9158934           NA           NA         NA            NA
## 2146           NA         NA  1.302577873  0.268305740  3.3050448  1.399604e+00
## 21811          NA         NA  0.594609464           NA  2.2207308            NA
## 231    3.20322323         NA  1.215010526           NA  2.6023065  3.146427e-01
## 592            NA         NA -2.372808793 -1.562723236 -4.9433828 -1.564068e+00
## 813    2.68861846         NA  1.121459371           NA  2.9389448  6.184236e-01
## 1088  -2.69243710         NA  0.088326449           NA         NA  1.217188e+00
## 1449           NA         NA  1.465738925  0.577459532  3.5477776  9.563342e-01
## 1670           NA         NA  1.066498637 -0.307424355  3.0576992  6.024393e-01
## 1945           NA         NA  2.164861582  0.869103780  4.5832253            NA
## 2306  -3.97121714 -2.4399355           NA           NA         NA -1.215474e+00
## 2527           NA         NA           NA -0.573913642 -2.9534264 -4.833125e-02
## 340            NA         NA  2.742887729  1.328617569         NA  9.907386e-01
## 429    2.65031986         NA  1.217236338  0.018791093  3.9446358 -1.337401e-01
## 807    2.37880520         NA  0.937104055           NA  2.8139143  1.191982e-01
## 9231           NA         NA  1.660084467 -0.067020552  3.2739521  4.314922e-01
## 1867   2.86298923         NA  0.699011607           NA         NA  1.205064e+00
## 1956   2.90140254         NA  1.641188707           NA         NA  5.619054e-01
## 2334  -1.65369203         NA -1.675578198 -0.391939272 -1.7077214            NA
## 2450           NA         NA -3.480877582 -2.144167852 -5.6015109 -2.763498e+00
## 372            NA         NA  2.352922222  1.062031494  3.8627317  7.644029e-01
## 412            NA         NA  1.206592184           NA         NA  4.943371e-01
## 775    3.50007337         NA  1.324551800           NA  3.4006060  7.613663e-01
## 1358   4.12904783         NA  1.161573106           NA  2.4435741  1.357922e+00
## 1448           NA         NA  1.350712835  1.670398318  4.0646853  8.590944e-01
## 1899   2.78307223         NA  1.484776712  0.087600179  5.1903772  8.182698e-02
## 1939           NA  1.5297760           NA           NA         NA            NA
## 2302           NA         NA -1.622634100 -0.314962884 -3.8997041            NA
## 347            NA         NA  1.154227105  0.161027144  2.9059192            NA
## 743    2.81525568         NA  1.350154163  0.341320892  2.6981910  5.899702e-01
## 1374           NA         NA  0.766904981           NA  1.8077304            NA
## 1376   0.04569396         NA -0.048491019           NA         NA -1.302247e+00
## 14871  4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1509           NA         NA  0.539210919           NA  2.0037420  5.099840e-02
## 1874           NA  0.2540832           NA           NA         NA            NA
## 2270           NA         NA -0.091710128           NA  2.2887277 -1.025860e+00
## 711            NA         NA  0.913966719  0.257275855  3.5590154  3.204177e-01
## 10421          NA         NA -2.761093141 -1.726661074 -4.5489017 -2.051141e+00
## 1161           NA         NA  1.275860183           NA         NA            NA
## 1235   3.25662045         NA  1.365549136           NA  2.6925240            NA
## 1300           NA  1.6959511           NA           NA         NA            NA
## 1320           NA         NA -0.056362556           NA  2.1629873 -7.662521e-01
## 2238           NA         NA           NA  1.145860637  4.2067935  1.121193e+00
## 2569           NA         NA -1.621950813 -1.015002068         NA -3.763497e-01
## 395            NA         NA  1.758964404           NA         NA  7.399828e-01
## 1429           NA         NA  3.111587913  2.555217661  6.3878554  2.858091e+00
## 1440           NA         NA  2.166625331 -0.429144274  3.7024979            NA
## 1443   3.68221689         NA  1.985975307           NA         NA  5.944290e-01
## 1474           NA         NA  1.237334356           NA  3.6870936            NA
## 1501           NA         NA  0.960097487           NA  2.7608964  4.911133e-02
## 1502           NA         NA  2.236173648  1.712152315  5.3734047            NA
## 1504           NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 1516   1.28487838         NA  1.284331811           NA         NA            NA
## 1922           NA         NA  1.292352929           NA  2.8620104            NA
## 222    2.75068758         NA  0.893049389           NA  3.3582098 -4.347267e-01
## 4791           NA         NA  0.941673595 -0.133927775  3.9385803 -2.131247e-02
## 1254   2.72550300         NA  0.387392222 -0.666220473  2.2325578 -4.410985e-01
## 1343   2.25552839  2.9079684           NA           NA         NA            NA
## 1671           NA         NA           NA  0.399605040  3.4077800            NA
## 1705   3.13325238         NA  1.089344731  1.648310705  3.7802234            NA
## 1719           NA         NA  1.546520311 -0.106495284  2.6198758            NA
## 1830           NA         NA  2.101382726           NA  3.4112995  1.038819e+00
## 1172   1.94809634         NA  1.335533559           NA  2.7223107            NA
## 11951          NA         NA  2.993340746  1.198514462  4.4070491  9.281329e-01
## 1311   3.34957250         NA  1.128435118  0.530933944  3.4060674            NA
## 1313           NA         NA  1.095623084 -0.266757779  2.6530242  3.341514e-01
## 1353           NA         NA  1.015690231           NA  4.1596897  7.858891e-01
## 1360   4.31397273         NA  1.472373132  1.145273930         NA  1.612172e+00
## 1895           NA         NA  1.248067230           NA  2.0108112 -8.013053e-02
## 1983           NA -0.6560229           NA           NA         NA            NA
## 2248           NA         NA  1.964219030           NA         NA  1.167869e+00
## 2357  -3.99219476         NA -1.875259209           NA -4.4424172 -1.367519e+00
## 226    2.66426147         NA  1.042454632           NA  1.8036144  5.841555e-02
## 480            NA         NA  1.179543749 -0.723838694  3.5959783  3.060430e-01
## 845    3.14696463         NA  1.495312073  0.750014513  3.2588820  4.439540e-01
## 1552           NA         NA -0.558023534  0.075401519  1.6441517 -2.330604e-01
## 1609   4.57470168         NA  1.681245357  0.330238368  3.7481272  4.322529e-01
## 1703   1.17838153  1.3891349           NA           NA         NA            NA
## 1728           NA         NA  1.030243145  0.666182133  2.8877622            NA
## 2145           NA         NA  1.688365056           NA  2.9682372 -1.309974e+00
## 249    3.25485954         NA  1.823010216           NA  4.0010828  8.505658e-01
## 251    2.96337587         NA  0.662632151 -0.334127541  2.7737195            NA
## 506            NA         NA           NA -1.023496705         NA            NA
## 556   -2.23008386         NA -1.303282736  0.603647753 -2.8957967  3.195651e-01
## 1208           NA         NA  2.094213532  1.067441431  5.0800022  1.436241e-01
## 1283           NA         NA  2.008601197           NA  4.3590428            NA
## 1284   2.95175179         NA  0.158650070           NA  2.3261022            NA
## 2345           NA         NA -1.614057957 -0.628385346 -4.2218709 -4.427100e-01
## 2565           NA         NA -1.415183942 -1.034112762 -2.9148281            NA
## 317            NA         NA  1.327905839  0.067383657         NA  5.963701e-01
## 335            NA         NA  1.127393416           NA  3.3463295 -2.537670e-02
## 663   -5.15460909         NA -1.925589450 -1.046371923         NA -1.381154e+00
## 1333           NA         NA  2.860703840  1.568977516  4.9481425            NA
## 1475           NA         NA  1.349650290           NA  3.0146202  1.059154e+00
## 19961          NA  1.0618433           NA           NA         NA            NA
## 2113   1.05837114         NA -0.006297401           NA  1.3864169            NA
## 2368           NA         NA           NA -0.957542124 -4.6457969 -2.344351e-01
## 22             NA         NA  0.422718257           NA  4.5904856            NA
## 63             NA         NA  1.457272128           NA         NA            NA
## 168    3.04265057         NA  1.741356811  0.485547512  3.5326683  3.885105e-01
## 174    2.32465915         NA  0.275040948 -0.018227300         NA            NA
## 673   -1.45944904         NA -0.844921634           NA -2.1280753  3.320241e-01
## 1177           NA         NA  0.598443268 -0.577379846  2.2587688 -3.616241e-01
## 1180           NA         NA  2.482496362           NA         NA            NA
## 1260           NA         NA  0.031908237           NA  1.7960260 -1.226659e+00
## 1744           NA         NA  1.202034543 -0.041764477  2.3789004            NA
## 1759   3.44367790         NA  1.622446804  1.428207456  3.6277468  5.949900e-01
## 2222           NA         NA           NA  0.719455504  3.3686582            NA
## 2362  -3.05716387         NA -1.627667755 -0.022380217         NA -1.169235e+00
## 2530  -6.16484552         NA -2.257419522           NA -4.4025865            NA
## 2600           NA         NA -1.214915446 -0.342557274 -2.6546221 -7.894394e-01
## 2641           NA         NA -0.404566675           NA -2.6705428  9.193199e-02
## 7581   3.03104047         NA  1.693427041           NA  2.1839911            NA
## 1178           NA         NA  2.639411297  1.421375085  5.8777490 -1.766997e-01
## 1287   1.06064710         NA  0.360603091           NA  2.2881960 -4.181656e-01
## 1445           NA         NA           NA           NA  1.5804021  1.675261e+00
## 19561  2.90140254         NA  1.641188707           NA         NA  5.619054e-01
## 2229           NA         NA  1.336894382           NA  3.5958543  5.134415e-01
## 2246           NA         NA  1.123280883  0.782590468  3.6247292  9.888398e-01
## 2312           NA         NA  0.340842764  1.006556551         NA  1.039210e+00
## 2412           NA         NA  0.062562092           NA -1.7217372  6.335471e-01
## 173    2.14781107         NA  0.961598473           NA  2.1733100 -8.371808e-01
## 315            NA         NA  1.716210534           NA  3.4803935  3.962148e-01
## 376            NA         NA  0.410615485           NA  1.0092701            NA
## 1630           NA  1.1748629           NA           NA         NA            NA
## 1646           NA         NA  0.334210618 -0.003842204  3.3581494 -8.716866e-01
## 1683           NA         NA  0.685895528           NA  3.0879577            NA
## 1891           NA         NA  2.018650130  0.325108263  3.4343420 -1.193596e-01
## 1930           NA         NA           NA  2.422919376         NA  1.425675e+00
## 2007           NA         NA  0.659325585 -0.540192688  1.6073316            NA
## 2252           NA         NA           NA  1.419560018  4.2238361  3.252833e+00
## 2471           NA         NA -2.076604474           NA -3.8806945 -8.038392e-01
## 2511  -4.17848229         NA -2.596603206           NA -3.6381499            NA
## 152            NA         NA  0.565421541  0.040030146  3.2200433            NA
## 307            NA         NA  4.029890530  2.825156204         NA            NA
## 414            NA         NA  0.764084822 -0.393472536  2.7080356            NA
## 1185           NA         NA  0.682313995           NA  4.1303675 -1.041571e-01
## 1331   3.00721286         NA  0.973318814 -0.565203413         NA -3.850459e-01
## 1351   2.39213229         NA  0.133556701           NA  1.8811866 -1.138997e-01
## 1565   3.22916241  1.2846227  0.098517816           NA  4.4208623            NA
## 1718           NA  0.8598893           NA           NA         NA  7.605639e-01
## 1808   3.86736297  0.3545170           NA           NA         NA            NA
## 2013   3.68416207         NA  1.751273643 -1.172935388  3.2876114  7.584237e-02
## 2031           NA  0.7048781           NA           NA         NA            NA
## 2090           NA         NA  0.406042471 -1.034433377  2.1370893 -2.041130e-01
## 598   -4.19968023         NA -1.338448073 -0.965730703         NA -5.862237e-01
## 1155           NA         NA  1.711089713  1.843966894  4.2640502            NA
## 13581  4.12904783         NA  1.161573106           NA  2.4435741  1.357922e+00
## 1533           NA         NA  1.233351520           NA  3.1863613  6.170275e-01
## 2025           NA         NA  1.137350193 -0.231762364  3.4179700 -5.206935e-01
## 2035           NA         NA  1.088036459           NA  2.2528738  6.648329e-01
## 2307           NA         NA -2.538570261 -1.685916050 -4.7596915 -9.811658e-01
## 2498  -2.69663429         NA -1.235043374           NA         NA  8.563620e-02
## 5321  -2.79514512         NA -0.985289071           NA         NA -5.516859e-01
## 975    2.30990203         NA           NA           NA  3.5790583 -3.100522e-01
## 1040  -3.19222359         NA -1.926277415 -0.498108405         NA -4.687481e-01
## 1214           NA         NA  0.832427478           NA  4.0950804            NA
## 1612           NA  0.2707024           NA           NA         NA            NA
## 2006           NA  1.3986564           NA           NA         NA            NA
## 2338           NA         NA -1.565425728  0.181097596 -1.5442362  1.975704e-01
## 2504           NA         NA           NA -1.452036644 -5.1965794            NA
## 2536  -3.55222854         NA -1.681289928           NA -5.0765053 -1.245984e+00
## 279            NA         NA  1.079354261           NA  3.4256913  1.440967e-01
## 351    2.89100155         NA  1.129797190           NA         NA            NA
## 1336           NA         NA  1.012596633           NA  2.7010322 -1.553177e-01
## 13492          NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 1356           NA         NA -0.376809239           NA  1.4502502            NA
## 1417           NA         NA  0.511161200 -0.828468510  1.9782438 -9.374930e-01
## 15091          NA         NA  0.539210919           NA  2.0037420  5.099840e-02
## 1542           NA         NA           NA  0.072724739  1.8725804            NA
## 2055   1.74354906         NA  0.255240582           NA  2.5540387 -7.855589e-01
## 2273           NA         NA           NA -0.850693555  3.5521334            NA
## 2499           NA         NA -1.534666922 -0.631907727 -3.8691939 -3.194323e-01
## 2566           NA         NA -0.920694160 -0.536926864 -2.4338166 -4.905497e-01
## 51     3.46974606         NA  1.886964266  1.246986657  3.4391752  1.214546e+00
## 365            NA         NA  0.173688325 -0.991234177  1.2491573            NA
## 552            NA         NA -1.600962800           NA -2.5132902            NA
## 630            NA         NA -1.014682197 -0.794188049 -3.9869379  3.597188e-01
## 1493           NA         NA  0.237512307           NA  4.4881232            NA
## 1506           NA         NA  0.542224023           NA  1.7094810            NA
## 1514           NA  1.5283250           NA           NA         NA            NA
## 1925           NA         NA  0.508089255           NA  2.5003286            NA
## 2349           NA         NA -1.574475595 -0.638203999 -3.3105868            NA
## 2413           NA         NA -0.885228868 -1.774006302         NA  5.268028e-01
## 2629           NA         NA           NA -0.498990755 -4.1135102 -1.081372e+00
## 48     3.38194231         NA  0.713859714           NA         NA            NA
## 246            NA         NA  2.657360646  2.303155808  6.2774085  2.644384e+00
## 1428           NA         NA  1.638896977           NA         NA  1.751946e+00
## 14872  4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1503           NA         NA  1.099672314 -0.170683462  1.7644245            NA
## 16981          NA         NA  1.766206568           NA  3.1299639  3.480108e-01
## 1700           NA         NA  2.906302050  2.944093394  5.4033906            NA
## 2169   3.19133797  0.6149147           NA           NA         NA            NA
## 2178   1.53747879         NA -0.367522285           NA  1.1603150 -1.350186e+00
## 2626           NA         NA -1.489951204           NA -6.2599396 -1.451316e+00
## 3951           NA         NA  1.758964404           NA         NA  7.399828e-01
## 1270   4.00292369         NA           NA           NA  3.8748870            NA
## 1315   0.73959312         NA  0.106760144           NA         NA  2.703592e-02
## 1381           NA         NA  0.321288076           NA  3.4596797  3.496681e-02
## 16531  4.93380431  0.7175860           NA           NA         NA            NA
## 1661   4.11052355         NA  2.423151536  0.371622648  3.3373906  5.482953e-01
## 2027   2.66604580         NA  0.708993415           NA  2.4962078  7.998753e-01
## 2128           NA         NA  2.109465066           NA         NA  5.472473e-01
## 1220           NA         NA           NA  0.595894472  2.8273704  9.367826e-01
## 1369           NA  2.2024580           NA           NA         NA            NA
## 1392           NA         NA -0.466378246 -0.665938533  1.1009755            NA
## 1751           NA         NA  2.178926181           NA  3.8354190  9.464574e-01
## 1988           NA         NA  0.781588862 -0.137210415  2.1247442            NA
## 2153           NA         NA  0.030668982           NA  1.7097793 -8.230245e-01
## 2167   1.69286622         NA  0.466584943           NA         NA  1.116346e-01
## 2437  -3.45478800         NA -2.468993255           NA -4.0738027 -9.958959e-01
## 2454           NA         NA  0.402329285  1.564312666 -1.2271900  2.143862e+00
## 2578           NA         NA           NA -0.051703591         NA            NA
## 1097  -1.44738463 -1.2934559 -1.651599654 -0.565203299 -2.6676884  3.260579e-01
## 1209           NA         NA           NA  1.211947100         NA            NA
## 1335   3.10832590         NA  1.177004357           NA  2.2231029 -1.714323e+00
## 1975   2.40426301         NA  1.704465520           NA  2.1748486            NA
## 2187           NA         NA  1.854644005           NA         NA  8.754732e-01
## 2259   2.71533360         NA  0.382111693           NA  2.0920060            NA
## 2341           NA         NA -0.974360105           NA -2.7662427  7.600496e-02
## 2453           NA         NA -1.310296874  0.211161046 -2.8241211  2.115791e-01
## 2522  -3.63848508         NA -3.230039773           NA -4.2479208            NA
## 574   -5.36738871         NA           NA -1.681953884         NA -8.491932e-01
## 590   -3.88002408         NA -1.218679815           NA -3.4533919 -5.138734e-01
## 983            NA         NA  0.465137834  0.001090079  1.4231146            NA
## 1013  -4.71141753         NA -2.817037335 -1.958864109         NA -1.882338e+00
## 2076           NA  1.9083736           NA           NA         NA            NA
## 2158           NA         NA  1.278067189 -0.415050975  2.1507530            NA
## 2177           NA         NA           NA -0.193492986  2.8711789 -8.655279e-01
## 2324           NA         NA -0.993634185           NA -2.7830846            NA
## 182    3.41175150         NA           NA  2.166397236  4.7185295  1.226152e+00
## 212    3.00924763         NA  1.988454465  0.633057154         NA  6.657402e-01
## 333    2.15868195         NA  0.616392212 -0.140228089  2.5506703 -9.502246e-02
## 609   -2.64990817         NA -1.185874823           NA         NA -1.298035e-01
## 1162   2.62550829         NA  1.188186386 -0.370118733         NA -6.357477e-01
## 1286   2.10768277         NA  4.162782344 -0.419476198  1.9623137            NA
## 1426   2.58476028         NA  0.677827264  0.162039103         NA            NA
## 1611           NA         NA  0.734129462 -0.132069804  2.7865840  1.736549e-01
## 1882           NA         NA  1.568892215           NA  5.0645007  9.010067e-01
## 1958           NA         NA  0.658547965 -0.008489479  3.1393911 -1.709869e-01
## 2038           NA         NA  0.712858439           NA  3.0672849            NA
## 2467           NA         NA -1.573135640 -0.109302586 -2.8346591            NA
## 756    3.85876268         NA  1.424088232           NA         NA  1.361370e+00
## 780            NA         NA  1.599888188           NA  3.3789175  6.219576e-01
## 991            NA         NA           NA  0.563265726  2.6340150 -3.006322e-01
## 1305   2.60836251         NA  0.866411330           NA  3.0275480 -5.500591e-03
## 1373           NA  1.8580799           NA           NA         NA            NA
## 1459           NA         NA  0.826246395           NA  2.2252721  3.436534e-01
## 1594   3.76887293  1.7535040           NA           NA         NA            NA
## 1860           NA  1.4244804           NA           NA         NA            NA
## 613            NA         NA -1.862813939 -0.427552676 -3.8514117 -9.432282e-01
## 1108  -2.21342276         NA -1.479679607  0.287051152 -2.4188306  4.208027e-01
## 2279           NA         NA  1.384583634           NA  2.6223296            NA
## 2310  -4.12297819 -1.5997900           NA           NA         NA            NA
## 2333  -3.99852530         NA -2.661054245 -2.360223576         NA            NA
## 2348  -5.50803908         NA -2.577876817 -1.698516191         NA -1.866668e+00
## 2372           NA         NA           NA -0.855153940 -4.6155479 -1.448253e+00
## 2526           NA         NA           NA  1.034776316 -2.2437742            NA
## 2574           NA         NA -2.066208776  1.068062651 -3.3679450            NA
## 111    1.64147327         NA  0.526570993 -0.689922306  2.1663310 -1.142524e+00
## 1438   2.33263287         NA  0.716342457 -0.515359018  2.6913887            NA
## 15041          NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 1811           NA  2.0081681           NA           NA         NA            NA
## 2092           NA         NA  1.461174880  0.066181439         NA -2.527392e-01
## 2131           NA  1.3210175           NA           NA         NA            NA
## 2410           NA         NA -1.192635430           NA -2.4437572 -4.671492e-01
## 2539           NA         NA -0.707602627           NA         NA  5.797083e-01
## 1111   1.64147327         NA  0.526570993 -0.689922306  2.1663310 -1.142524e+00
## 14381  2.33263287         NA  0.716342457 -0.515359018  2.6913887            NA
## 15042          NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 18111          NA  2.0081681           NA           NA         NA            NA
## 20921          NA         NA  1.461174880  0.066181439         NA -2.527392e-01
## 21311          NA  1.3210175           NA           NA         NA            NA
## 24101          NA         NA -1.192635430           NA -2.4437572 -4.671492e-01
## 25391          NA         NA -0.707602627           NA         NA  5.797083e-01
## 529   -2.36303933         NA  0.483922789           NA         NA            NA
## 638            NA         NA           NA  0.065230729 -2.4315316  1.421417e-01
## 951            NA         NA  1.963960710           NA  4.9585785            NA
## 1505   2.76524707         NA  1.820768248           NA         NA            NA
## 1614           NA         NA  1.958678299           NA  3.3821037            NA
## 1927   3.66246368         NA  1.098961374  0.556614171         NA  1.135743e+00
## 2481  -4.34242335         NA -2.052073321           NA         NA -5.109512e-01
## 2590           NA         NA -1.941683750           NA         NA -8.497612e-01
## 467            NA         NA  0.639174392           NA  2.9314545 -3.968219e-01
##          HAA_CS     HAA_FC     HAA_EP     HAA_PO    HAA_ST      HAA_FS
## 479          NA  2.1389457         NA         NA        NA          NA
## 532          NA -2.7582295         NA         NA        NA          NA
## 1032         NA         NA         NA         NA        NA          NA
## 1042         NA         NA         NA         NA        NA          NA
## 1047         NA         NA         NA         NA        NA          NA
## 1964         NA         NA         NA -1.3157110  4.188038          NA
## 2148         NA         NA  2.3489338         NA        NA          NA
## 2154         NA         NA  0.3266638         NA        NA          NA
## 2192         NA  2.6249337         NA         NA  4.607867          NA
## 2241         NA         NA         NA         NA        NA          NA
## 447          NA         NA         NA         NA        NA  0.53643157
## 490          NA -3.0049987         NA         NA        NA          NA
## 496          NA -3.3478063         NA         NA        NA          NA
## 923          NA         NA         NA         NA        NA          NA
## 1038         NA         NA         NA         NA        NA          NA
## 1960         NA         NA  0.5035129         NA        NA          NA
## 1984         NA         NA         NA         NA        NA -0.27577302
## 1996         NA         NA  0.8753477         NA        NA          NA
## 2009         NA  2.2855063         NA         NA        NA          NA
## 2051         NA         NA         NA  0.9460067        NA          NA
## 2085         NA         NA         NA         NA  4.269762  0.46129396
## 342          NA         NA         NA         NA        NA          NA
## 362          NA         NA         NA         NA  3.677166 -0.40905814
## 896          NA         NA         NA         NA        NA          NA
## 1195         NA         NA         NA -2.9579695        NA          NA
## 1389         NA         NA         NA         NA        NA          NA
## 1393         NA         NA         NA         NA        NA          NA
## 1463         NA         NA         NA         NA        NA          NA
## 1767         NA         NA         NA         NA        NA          NA
## 2587         NA         NA         NA         NA        NA          NA
## 2607         NA         NA         NA         NA -5.113729          NA
## 137          NA         NA         NA -0.3324652        NA          NA
## 258          NA         NA         NA -1.2154086        NA          NA
## 377          NA         NA         NA         NA        NA          NA
## 1581         NA         NA  0.6195024         NA        NA          NA
## 1640         NA         NA         NA         NA        NA          NA
## 2382         NA         NA         NA         NA        NA          NA
## 2503         NA         NA         NA         NA        NA          NA
## 2622         NA         NA         NA         NA        NA          NA
## 69           NA  2.7166963         NA         NA        NA          NA
## 136          NA  2.9430018         NA         NA        NA          NA
## 1101         NA         NA         NA         NA        NA          NA
## 1268         NA         NA         NA         NA        NA          NA
## 1279         NA         NA         NA         NA        NA          NA
## 1308         NA  2.8793942         NA         NA        NA          NA
## 1324         NA         NA         NA         NA        NA          NA
## 1330         NA         NA         NA         NA        NA          NA
## 2104         NA         NA         NA         NA        NA          NA
## 2314         NA         NA         NA         NA        NA          NA
## 2381         NA         NA         NA         NA        NA          NA
## 55           NA         NA         NA         NA        NA          NA
## 1153         NA         NA         NA         NA        NA          NA
## 1439         NA         NA         NA         NA        NA          NA
## 1617         NA         NA         NA         NA        NA          NA
## 1653         NA         NA         NA         NA        NA          NA
## 1737         NA         NA         NA         NA        NA          NA
## 1926         NA  2.4813246         NA         NA        NA          NA
## 2300         NA         NA         NA         NA        NA          NA
## 238          NA         NA         NA         NA  4.684259          NA
## 1077         NA         NA         NA         NA        NA          NA
## 1159         NA  1.6031255         NA         NA        NA          NA
## 1253         NA         NA         NA         NA        NA          NA
## 1387         NA         NA         NA         NA        NA          NA
## 1450         NA         NA         NA         NA        NA          NA
## 1915         NA         NA         NA         NA        NA          NA
## 2483         NA         NA         NA         NA        NA          NA
## 612          NA         NA         NA         NA        NA          NA
## 1229         NA         NA         NA         NA        NA          NA
## 1231         NA  1.7986299         NA         NA        NA          NA
## 1349         NA         NA         NA         NA        NA          NA
## 1553         NA         NA         NA         NA        NA          NA
## 1660         NA         NA         NA         NA        NA          NA
## 1663         NA  3.3499599         NA         NA        NA          NA
## 1959         NA         NA  0.3567508         NA        NA          NA
## 6121         NA         NA         NA         NA        NA          NA
## 12291        NA         NA         NA         NA        NA          NA
## 12311        NA  1.7986299         NA         NA        NA          NA
## 13491        NA         NA         NA         NA        NA          NA
## 15531        NA         NA         NA         NA        NA          NA
## 16601        NA         NA         NA         NA        NA          NA
## 16631        NA  3.3499599         NA         NA        NA          NA
## 19591        NA         NA  0.3567508         NA        NA          NA
## 476          NA  3.2205789         NA         NA  4.786528          NA
## 527          NA         NA         NA         NA        NA          NA
## 576          NA -2.3668276         NA         NA        NA          NA
## 2047         NA         NA         NA         NA        NA          NA
## 2118         NA         NA         NA         NA        NA          NA
## 2133         NA  3.8103034         NA         NA        NA          NA
## 2134         NA         NA         NA         NA        NA          NA
## 2139         NA         NA         NA         NA        NA          NA
## 2181         NA         NA         NA         NA        NA          NA
## 2190         NA  2.6524883         NA         NA        NA          NA
## 2205         NA  1.1168954         NA         NA        NA          NA
## 2206         NA         NA         NA         NA  4.469062          NA
## 758          NA  2.8347105         NA         NA  4.193072  1.14766456
## 820          NA  1.9098456         NA  3.0902414  5.277167          NA
## 1535         NA         NA         NA         NA        NA          NA
## 1546         NA         NA         NA         NA        NA          NA
## 1555         NA  1.8942563         NA         NA        NA          NA
## 1618         NA  3.6970830         NA         NA        NA          NA
## 1684         NA         NA         NA         NA        NA          NA
## 1740         NA         NA         NA         NA        NA          NA
## 1746         NA         NA         NA         NA        NA          NA
## 2515         NA         NA         NA         NA        NA          NA
## 2577         NA         NA         NA         NA        NA          NA
## 537          NA -3.7119264         NA         NA        NA          NA
## 960          NA         NA         NA         NA        NA          NA
## 1068         NA -2.3382716         NA         NA        NA          NA
## 12531        NA         NA         NA         NA        NA          NA
## 1301         NA  3.5592812         NA         NA        NA          NA
## 1487         NA         NA         NA         NA        NA  0.93019717
## 1508         NA  2.1940265         NA         NA        NA          NA
## 1735         NA         NA         NA         NA        NA          NA
## 2294         NA         NA         NA         NA        NA          NA
## 805          NA         NA         NA         NA        NA          NA
## 1563         NA  2.6145627         NA         NA        NA  0.09092055
## 1576         NA         NA         NA         NA        NA          NA
## 1578         NA         NA         NA         NA        NA  1.05249985
## 1588         NA         NA         NA         NA        NA          NA
## 1606         NA         NA         NA         NA  3.615998          NA
## 1644         NA         NA         NA         NA        NA          NA
## 1650         NA  2.7676708         NA         NA        NA          NA
## 1655         NA         NA         NA         NA        NA          NA
## 1679         NA         NA         NA         NA        NA          NA
## 1698         NA         NA         NA         NA        NA          NA
## 1712         NA         NA  2.0465029         NA        NA          NA
## 1722         NA         NA         NA         NA        NA          NA
## 1745         NA         NA         NA         NA        NA          NA
## 2562         NA         NA         NA         NA -6.626586          NA
## 366          NA  2.1427940         NA         NA  3.195277          NA
## 389          NA         NA         NA         NA  2.568121          NA
## 424          NA  3.5898297         NA         NA        NA          NA
## 1627         NA         NA  1.8695409         NA        NA          NA
## 1668         NA  2.3483504         NA         NA        NA          NA
## 2123         NA         NA         NA         NA        NA          NA
## 2146         NA         NA         NA         NA  4.036221          NA
## 21811        NA         NA         NA         NA        NA          NA
## 231          NA  2.7451638         NA         NA        NA          NA
## 592          NA         NA         NA         NA        NA          NA
## 813          NA         NA         NA         NA        NA          NA
## 1088         NA -1.5684899         NA         NA        NA          NA
## 1449         NA         NA         NA         NA        NA          NA
## 1670         NA         NA         NA         NA        NA          NA
## 1945         NA         NA         NA         NA        NA  0.86352172
## 2306         NA         NA         NA         NA        NA          NA
## 2527         NA -2.9766799         NA         NA -4.402762          NA
## 340          NA  3.2398908         NA         NA  5.416940          NA
## 429          NA  2.5738569         NA         NA        NA          NA
## 807          NA         NA         NA         NA        NA          NA
## 9231         NA         NA         NA         NA        NA          NA
## 1867         NA         NA         NA         NA        NA          NA
## 1956         NA         NA         NA         NA  4.342779          NA
## 2334         NA         NA         NA         NA        NA          NA
## 2450         NA         NA         NA         NA        NA          NA
## 372    4.120925  3.8198029         NA  3.2055139        NA          NA
## 412          NA  2.3623686         NA         NA        NA          NA
## 775          NA  0.4152129         NA         NA        NA          NA
## 1358         NA         NA         NA         NA        NA          NA
## 1448         NA         NA         NA         NA        NA          NA
## 1899         NA  2.6491988         NA         NA        NA          NA
## 1939         NA         NA  2.1586192         NA        NA          NA
## 2302         NA         NA         NA         NA        NA          NA
## 347          NA         NA         NA         NA        NA          NA
## 743          NA         NA         NA         NA        NA          NA
## 1374         NA         NA         NA         NA        NA          NA
## 1376         NA  1.1031197         NA         NA        NA          NA
## 14871        NA         NA         NA         NA        NA  0.93019717
## 1509         NA         NA         NA         NA        NA          NA
## 1874         NA         NA  1.2633225         NA        NA          NA
## 2270         NA         NA         NA         NA        NA          NA
## 711          NA         NA         NA         NA        NA          NA
## 10421        NA         NA         NA         NA        NA          NA
## 1161         NA  3.3469374         NA         NA        NA          NA
## 1235         NA         NA         NA         NA        NA          NA
## 1300         NA         NA         NA         NA        NA          NA
## 1320         NA         NA         NA         NA        NA          NA
## 2238         NA  3.4362566         NA         NA        NA          NA
## 2569         NA -3.3449370         NA         NA -4.488817          NA
## 395          NA         NA         NA         NA        NA          NA
## 1429         NA         NA         NA         NA        NA          NA
## 1440         NA         NA         NA         NA        NA          NA
## 1443   1.855530         NA         NA         NA        NA          NA
## 1474         NA         NA         NA         NA        NA  0.25675935
## 1501         NA         NA         NA         NA        NA          NA
## 1502         NA         NA         NA         NA        NA  1.50996009
## 1504         NA         NA         NA         NA        NA          NA
## 1516         NA  0.5831288         NA         NA        NA          NA
## 1922         NA         NA         NA         NA        NA          NA
## 222          NA         NA         NA         NA        NA          NA
## 4791         NA  2.1389457         NA         NA        NA          NA
## 1254         NA         NA         NA         NA        NA          NA
## 1343         NA         NA         NA         NA        NA          NA
## 1671         NA         NA         NA         NA        NA  0.32462349
## 1705         NA         NA         NA         NA        NA  0.88455444
## 1719         NA         NA         NA         NA        NA          NA
## 1830         NA         NA         NA         NA        NA          NA
## 1172         NA         NA         NA         NA        NA          NA
## 11951        NA         NA         NA -2.9579695        NA          NA
## 1311         NA         NA         NA         NA        NA          NA
## 1313         NA         NA         NA         NA        NA          NA
## 1353         NA         NA         NA         NA        NA          NA
## 1360         NA         NA         NA  3.5077470        NA          NA
## 1895         NA         NA         NA         NA        NA          NA
## 1983         NA         NA  2.8014007         NA        NA          NA
## 2248         NA         NA         NA         NA  4.418329          NA
## 2357         NA         NA         NA         NA        NA          NA
## 226          NA         NA         NA         NA        NA          NA
## 480          NA  2.6272914         NA         NA        NA          NA
## 845          NA         NA         NA         NA        NA          NA
## 1552         NA         NA         NA         NA        NA          NA
## 1609         NA         NA         NA         NA        NA          NA
## 1703         NA         NA         NA         NA        NA          NA
## 1728         NA         NA         NA         NA        NA  0.69539648
## 2145         NA         NA         NA         NA        NA          NA
## 249          NA         NA         NA         NA        NA          NA
## 251          NA         NA         NA         NA        NA          NA
## 506          NA -2.3275027         NA         NA        NA          NA
## 556          NA         NA         NA         NA        NA          NA
## 1208         NA         NA         NA         NA        NA          NA
## 1283         NA         NA         NA         NA        NA          NA
## 1284         NA         NA         NA         NA        NA -1.01430971
## 2345         NA         NA         NA         NA        NA          NA
## 2565         NA         NA         NA         NA        NA          NA
## 317          NA  2.8055034         NA         NA  4.462380          NA
## 335          NA         NA         NA         NA        NA          NA
## 663          NA         NA         NA         NA        NA          NA
## 1333         NA         NA         NA         NA        NA          NA
## 1475         NA         NA         NA         NA        NA          NA
## 19961        NA         NA  0.8753477         NA        NA          NA
## 2113         NA         NA         NA         NA        NA          NA
## 2368         NA         NA         NA         NA        NA          NA
## 22           NA  2.6580546         NA         NA        NA          NA
## 63           NA         NA         NA         NA        NA          NA
## 168          NA         NA         NA         NA        NA          NA
## 174          NA  2.4021500         NA         NA        NA          NA
## 673          NA -2.5503416         NA         NA        NA          NA
## 1177         NA  2.5517430         NA         NA        NA          NA
## 1180         NA         NA         NA         NA        NA          NA
## 1260         NA         NA         NA         NA  1.900370          NA
## 1744         NA         NA         NA         NA        NA          NA
## 1759         NA         NA         NA         NA        NA          NA
## 2222         NA         NA         NA         NA        NA          NA
## 2362         NA         NA         NA         NA        NA          NA
## 2530         NA         NA         NA         NA        NA          NA
## 2600         NA         NA         NA         NA        NA          NA
## 2641         NA         NA         NA         NA        NA          NA
## 7581         NA  2.8347105         NA         NA  4.193072  1.14766456
## 1178         NA         NA         NA         NA        NA          NA
## 1287         NA  1.3730721         NA         NA        NA          NA
## 1445         NA         NA         NA         NA        NA          NA
## 19561        NA         NA         NA         NA  4.342779          NA
## 2229         NA         NA         NA         NA        NA          NA
## 2246         NA         NA         NA         NA        NA          NA
## 2312         NA -2.5145980         NA         NA        NA          NA
## 2412         NA         NA         NA         NA        NA          NA
## 173          NA         NA         NA         NA  3.166097          NA
## 315          NA         NA         NA         NA        NA          NA
## 376          NA         NA         NA         NA        NA          NA
## 1630         NA         NA  1.0153910         NA        NA          NA
## 1646         NA         NA         NA         NA        NA          NA
## 1683         NA         NA         NA  4.0029100        NA  1.27305524
## 1891         NA         NA         NA         NA        NA          NA
## 1930         NA  4.0255123         NA         NA  4.830891          NA
## 2007         NA         NA         NA         NA  3.418978          NA
## 2252         NA         NA         NA         NA        NA          NA
## 2471         NA         NA         NA         NA        NA          NA
## 2511         NA         NA         NA         NA        NA          NA
## 152          NA  2.7046740         NA         NA        NA          NA
## 307          NA         NA         NA         NA  6.341029          NA
## 414          NA  1.7460960         NA         NA        NA          NA
## 1185         NA  2.5297335         NA         NA        NA          NA
## 1331         NA  2.0143625         NA         NA        NA          NA
## 1351         NA         NA         NA         NA        NA          NA
## 1565         NA         NA -0.7412424         NA        NA          NA
## 1718         NA         NA         NA         NA        NA          NA
## 1808         NA         NA  1.5063247         NA        NA          NA
## 2013         NA         NA         NA         NA        NA          NA
## 2031         NA         NA  1.0442739         NA        NA          NA
## 2090         NA         NA         NA         NA        NA          NA
## 598          NA -2.7308310         NA         NA        NA          NA
## 1155         NA         NA         NA         NA        NA          NA
## 13581        NA         NA         NA         NA        NA          NA
## 1533         NA  2.9873790         NA         NA        NA          NA
## 2025         NA  2.9080706         NA         NA        NA          NA
## 2035         NA         NA         NA         NA        NA          NA
## 2307         NA         NA         NA         NA        NA          NA
## 2498         NA -2.6234368         NA         NA        NA          NA
## 5321         NA -2.7582295         NA         NA        NA          NA
## 975          NA         NA         NA         NA        NA          NA
## 1040         NA         NA         NA         NA        NA          NA
## 1214         NA  2.2661521         NA         NA        NA          NA
## 1612         NA         NA         NA         NA        NA          NA
## 2006         NA         NA         NA         NA        NA          NA
## 2338         NA -2.3072718         NA         NA        NA          NA
## 2504         NA         NA         NA         NA        NA          NA
## 2536         NA         NA         NA         NA        NA          NA
## 279          NA         NA         NA         NA  3.882797          NA
## 351          NA  2.6022528         NA         NA        NA  0.26586185
## 1336         NA         NA         NA         NA        NA          NA
## 13492        NA         NA         NA         NA        NA          NA
## 1356         NA         NA         NA         NA        NA -0.71030149
## 1417         NA         NA         NA         NA        NA          NA
## 15091        NA         NA         NA         NA        NA          NA
## 1542         NA  2.1473916         NA         NA        NA          NA
## 2055         NA         NA         NA         NA        NA          NA
## 2273         NA         NA         NA         NA        NA          NA
## 2499         NA         NA         NA         NA        NA          NA
## 2566         NA -3.2821037         NA         NA        NA          NA
## 51           NA  3.5027059         NA         NA        NA          NA
## 365          NA         NA         NA         NA        NA  0.02233579
## 552          NA         NA         NA         NA        NA -0.02385083
## 630          NA -2.8363800         NA         NA        NA          NA
## 1493         NA         NA         NA         NA        NA          NA
## 1506         NA  1.1773673         NA         NA        NA          NA
## 1514         NA         NA         NA         NA        NA          NA
## 1925         NA         NA         NA         NA        NA  0.28069440
## 2349         NA         NA         NA         NA        NA          NA
## 2413         NA         NA         NA         NA        NA          NA
## 2629         NA         NA         NA         NA        NA          NA
## 48           NA         NA         NA         NA        NA          NA
## 246          NA         NA         NA         NA        NA          NA
## 1428         NA         NA         NA         NA        NA          NA
## 14872        NA         NA         NA         NA        NA  0.93019717
## 1503         NA         NA         NA         NA        NA          NA
## 16981        NA         NA         NA         NA        NA          NA
## 1700         NA         NA         NA  4.3639386        NA          NA
## 2169         NA         NA  0.2410821         NA        NA          NA
## 2178         NA         NA         NA         NA        NA          NA
## 2626         NA         NA         NA         NA        NA          NA
## 3951         NA         NA         NA         NA        NA          NA
## 1270         NA  3.2588471         NA         NA        NA          NA
## 1315         NA         NA         NA         NA        NA          NA
## 1381         NA         NA         NA         NA        NA          NA
## 16531        NA         NA         NA         NA        NA          NA
## 1661         NA         NA         NA         NA        NA          NA
## 2027         NA         NA         NA         NA        NA          NA
## 2128         NA         NA         NA         NA  4.978864          NA
## 1220         NA         NA         NA         NA        NA          NA
## 1369         NA         NA  2.3191328         NA        NA          NA
## 1392         NA         NA         NA         NA        NA          NA
## 1751         NA         NA         NA         NA        NA          NA
## 1988         NA         NA         NA         NA  3.573595          NA
## 2153         NA         NA         NA         NA        NA          NA
## 2167         NA         NA         NA         NA        NA          NA
## 2437         NA         NA         NA         NA        NA          NA
## 2454         NA         NA         NA         NA -2.905988          NA
## 2578         NA -2.2458515         NA         NA        NA          NA
## 1097         NA         NA         NA         NA        NA  0.16178656
## 1209         NA         NA         NA         NA  5.729482          NA
## 1335         NA         NA         NA         NA        NA          NA
## 1975         NA         NA         NA         NA        NA          NA
## 2187         NA  3.1193539         NA         NA  4.655778          NA
## 2259         NA         NA         NA         NA  3.110227          NA
## 2341         NA         NA         NA         NA        NA          NA
## 2453         NA         NA         NA         NA        NA          NA
## 2522         NA         NA         NA         NA        NA          NA
## 574          NA -3.9483812         NA         NA        NA          NA
## 590          NA         NA         NA         NA        NA          NA
## 983          NA         NA         NA         NA        NA  0.17920816
## 1013  -5.010891 -3.9205033         NA         NA        NA          NA
## 2076         NA         NA -0.8127788         NA        NA          NA
## 2158         NA         NA         NA         NA        NA          NA
## 2177         NA         NA         NA         NA        NA          NA
## 2324         NA         NA         NA         NA        NA          NA
## 182          NA  3.5042803         NA         NA        NA  2.39041126
## 212          NA  2.9628026         NA         NA        NA          NA
## 333          NA         NA         NA         NA        NA          NA
## 609          NA         NA         NA         NA        NA          NA
## 1162         NA  2.6091605         NA         NA        NA          NA
## 1286         NA         NA         NA         NA        NA          NA
## 1426         NA         NA         NA         NA        NA          NA
## 1611         NA         NA         NA         NA        NA          NA
## 1882         NA         NA         NA         NA        NA          NA
## 1958         NA         NA         NA         NA        NA          NA
## 2038         NA         NA         NA         NA        NA  1.16597897
## 2467         NA         NA         NA         NA        NA          NA
## 756          NA         NA         NA         NA        NA          NA
## 780          NA         NA         NA         NA        NA          NA
## 991          NA         NA         NA         NA  3.462193          NA
## 1305         NA         NA         NA         NA        NA          NA
## 1373         NA         NA         NA         NA        NA          NA
## 1459         NA  2.2637301         NA         NA        NA          NA
## 1594         NA         NA         NA         NA        NA          NA
## 1860         NA         NA  1.4014558         NA        NA          NA
## 613          NA         NA         NA         NA        NA          NA
## 1108         NA         NA         NA         NA -3.403296          NA
## 2279         NA         NA         NA         NA        NA          NA
## 2310         NA         NA         NA         NA        NA          NA
## 2333         NA         NA         NA         NA        NA          NA
## 2348         NA         NA         NA         NA        NA          NA
## 2372         NA         NA         NA         NA        NA          NA
## 2526         NA         NA         NA         NA        NA          NA
## 2574         NA -2.9895965         NA         NA        NA          NA
## 111          NA         NA         NA         NA        NA          NA
## 1438         NA         NA         NA         NA        NA          NA
## 15041        NA         NA         NA         NA        NA          NA
## 1811         NA         NA  0.3823634         NA        NA          NA
## 2092         NA  1.9812351         NA         NA  4.325647          NA
## 2131         NA         NA  1.6342923         NA        NA          NA
## 2410         NA         NA         NA         NA        NA          NA
## 2539         NA         NA         NA         NA        NA          NA
## 1111         NA         NA         NA         NA        NA          NA
## 14381        NA         NA         NA         NA        NA          NA
## 15042        NA         NA         NA         NA        NA          NA
## 18111        NA         NA  0.3823634         NA        NA          NA
## 20921        NA  1.9812351         NA         NA  4.325647          NA
## 21311        NA         NA  1.6342923         NA        NA          NA
## 24101        NA         NA         NA         NA        NA          NA
## 25391        NA         NA         NA         NA        NA          NA
## 529          NA         NA         NA         NA        NA          NA
## 638          NA         NA         NA         NA -3.467370          NA
## 951          NA  2.3354529         NA         NA        NA  0.79072087
## 1505         NA         NA         NA         NA        NA          NA
## 1614         NA  3.3408162         NA         NA        NA          NA
## 1927         NA  2.8201122         NA         NA        NA          NA
## 2481         NA         NA         NA         NA -5.247035          NA
## 2590         NA -3.4831094         NA         NA        NA          NA
## 467          NA         NA         NA         NA        NA          NA
##           HAA_KC   HAA_SV HAA_NA HAA_FO   HAA_KN HAA_SC Pit_plus_CH Pit_plus_CU
## 479           NA       NA     NA     NA       NA     NA    77.24591          NA
## 532           NA       NA     NA     NA       NA     NA    86.70031    98.81991
## 1032          NA       NA     NA     NA       NA     NA    93.94217    97.14731
## 1042          NA       NA     NA     NA       NA     NA    93.25909          NA
## 1047          NA       NA     NA     NA       NA     NA    97.20000    84.40000
## 1964          NA       NA     NA     NA       NA     NA    87.02308          NA
## 2148          NA       NA     NA     NA       NA     NA          NA    58.00000
## 2154          NA       NA     NA     NA       NA     NA          NA          NA
## 2192          NA       NA     NA     NA       NA     NA    95.77333          NA
## 2241          NA       NA     NA     NA       NA     NA    86.05135          NA
## 447           NA       NA     NA     NA       NA     NA          NA          NA
## 490   -3.8001323       NA     NA     NA       NA     NA    94.67623          NA
## 496           NA       NA     NA     NA       NA     NA    91.93149   104.85785
## 923    2.0647750       NA     NA     NA       NA     NA    92.20494          NA
## 1038          NA       NA     NA     NA       NA     NA    96.45983   111.16118
## 1960          NA       NA     NA     NA       NA     NA          NA          NA
## 1984          NA       NA     NA     NA       NA     NA          NA          NA
## 1996          NA       NA     NA     NA       NA     NA          NA          NA
## 2009          NA       NA     NA     NA       NA     NA   128.96667          NA
## 2051          NA       NA     NA     NA       NA     NA          NA          NA
## 2085          NA       NA     NA     NA       NA     NA          NA   126.76667
## 342           NA       NA     NA     NA       NA     NA   109.70725          NA
## 362           NA       NA     NA     NA       NA     NA          NA          NA
## 896           NA       NA     NA     NA       NA     NA    76.09000    72.40000
## 1195          NA       NA     NA     NA       NA     NA    90.96333          NA
## 1389          NA       NA     NA     NA       NA     NA          NA          NA
## 1393          NA       NA     NA     NA       NA     NA          NA    99.40000
## 1463          NA       NA     NA     NA       NA     NA   107.52768          NA
## 1767          NA       NA     NA     NA       NA     NA   111.30000          NA
## 2587          NA       NA     NA     NA       NA     NA          NA          NA
## 2607          NA       NA     NA     NA       NA     NA    78.82500          NA
## 137           NA       NA     NA     NA       NA     NA   102.99986    97.78005
## 258    1.8169496       NA     NA     NA       NA     NA    98.23054          NA
## 377           NA       NA     NA     NA       NA     NA    98.47611          NA
## 1581          NA       NA     NA     NA       NA     NA          NA          NA
## 1640          NA       NA     NA     NA       NA     NA          NA   110.89444
## 2382          NA       NA     NA     NA       NA     NA          NA   106.55309
## 2503          NA       NA     NA     NA       NA     NA          NA   101.78246
## 2622          NA       NA     NA     NA       NA     NA    52.67500    83.11389
## 69            NA       NA     NA     NA       NA     NA          NA          NA
## 136           NA       NA     NA     NA       NA     NA    99.58088   100.15882
## 1101          NA       NA     NA     NA       NA     NA    95.86898          NA
## 1268   2.2943944       NA     NA     NA       NA     NA    97.41797          NA
## 1279          NA       NA     NA     NA       NA     NA   104.19498          NA
## 1308   2.5664907       NA     NA     NA       NA     NA          NA          NA
## 1324          NA       NA     NA     NA       NA     NA          NA          NA
## 1330          NA       NA     NA     NA       NA     NA    94.58673    92.22952
## 2104          NA       NA     NA     NA       NA     NA    61.10000          NA
## 2314          NA       NA     NA     NA       NA     NA          NA          NA
## 2381          NA       NA     NA     NA       NA     NA          NA    92.84000
## 55            NA       NA     NA     NA       NA     NA    92.55783    89.16667
## 1153          NA       NA     NA     NA       NA     NA   120.08571          NA
## 1439          NA       NA     NA     NA       NA     NA          NA          NA
## 1617          NA       NA     NA     NA       NA     NA    88.25556   103.46757
## 1653          NA       NA     NA     NA       NA     NA          NA    52.80000
## 1737          NA       NA     NA     NA       NA     NA   106.49509          NA
## 1926          NA       NA     NA     NA       NA     NA   110.86190   107.84444
## 2300          NA       NA     NA     NA       NA     NA          NA    73.50000
## 238           NA       NA     NA     NA       NA     NA    91.08139    99.05069
## 1077          NA       NA     NA     NA       NA     NA    94.94324    81.84107
## 1159          NA       NA     NA     NA       NA     NA          NA          NA
## 1253          NA       NA     NA     NA       NA     NA          NA          NA
## 1387          NA       NA     NA     NA       NA     NA   113.32432          NA
## 1450          NA       NA     NA     NA       NA     NA    79.70000          NA
## 1915          NA       NA     NA     NA       NA     NA   155.40000          NA
## 2483          NA       NA     NA     NA       NA     NA          NA          NA
## 612           NA       NA     NA     NA       NA     NA    95.27496   102.84007
## 1229          NA       NA     NA     NA       NA     NA          NA          NA
## 1231          NA       NA     NA     NA       NA     NA    68.67500    93.81538
## 1349          NA       NA     NA     NA       NA     NA    98.20506          NA
## 1553          NA       NA     NA     NA       NA     NA    98.94167          NA
## 1660          NA       NA     NA     NA       NA     NA    56.20000          NA
## 1663          NA       NA     NA     NA       NA     NA    91.39595          NA
## 1959          NA       NA     NA     NA       NA     NA          NA          NA
## 6121          NA       NA     NA     NA       NA     NA    95.27496   102.84007
## 12291         NA       NA     NA     NA       NA     NA          NA          NA
## 12311         NA       NA     NA     NA       NA     NA    68.67500    93.81538
## 13491         NA       NA     NA     NA       NA     NA    98.20506          NA
## 15531         NA       NA     NA     NA       NA     NA    98.94167          NA
## 16601         NA       NA     NA     NA       NA     NA    56.20000          NA
## 16631         NA       NA     NA     NA       NA     NA    91.39595          NA
## 19591         NA       NA     NA     NA       NA     NA          NA          NA
## 476           NA       NA     NA     NA       NA     NA    90.58154          NA
## 527           NA       NA     NA     NA       NA     NA          NA   106.50980
## 576           NA       NA     NA     NA       NA     NA   100.67108    89.00314
## 2047          NA       NA     NA     NA       NA     NA          NA          NA
## 2118          NA       NA     NA     NA       NA     NA    89.96333          NA
## 2133          NA       NA     NA     NA       NA     NA   101.57682          NA
## 2134          NA       NA     NA     NA       NA     NA          NA          NA
## 2139          NA       NA     NA     NA       NA     NA    55.13333          NA
## 2181          NA       NA     NA     NA       NA     NA          NA          NA
## 2190          NA       NA     NA     NA       NA     NA    75.48000    85.73824
## 2205          NA       NA     NA     NA       NA     NA          NA          NA
## 2206          NA       NA     NA     NA       NA     NA    97.85041          NA
## 758           NA       NA     NA     NA       NA     NA          NA    99.75278
## 820           NA       NA     NA     NA       NA     NA   103.34764    99.29924
## 1535          NA       NA     NA     NA       NA     NA          NA    93.34907
## 1546          NA       NA     NA     NA       NA     NA          NA   101.06200
## 1555          NA       NA     NA     NA       NA     NA    90.26918          NA
## 1618          NA       NA     NA     NA       NA     NA          NA          NA
## 1684   3.1765422       NA     NA     NA       NA     NA          NA          NA
## 1740          NA       NA     NA     NA       NA     NA    59.40833          NA
## 1746          NA       NA     NA     NA       NA     NA   107.02000          NA
## 2515          NA       NA     NA     NA       NA     NA          NA          NA
## 2577          NA       NA     NA     NA       NA     NA    98.58824          NA
## 537           NA       NA     NA     NA       NA     NA    90.08429          NA
## 960    1.9220700       NA     NA     NA       NA     NA    77.88081          NA
## 1068          NA       NA     NA     NA       NA     NA    93.50426   109.42530
## 12531         NA       NA     NA     NA       NA     NA          NA          NA
## 1301          NA       NA     NA     NA       NA     NA    87.16000          NA
## 1487          NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1508          NA       NA     NA     NA       NA     NA          NA          NA
## 1735          NA       NA     NA     NA       NA     NA   110.84167   104.74167
## 2294          NA       NA     NA     NA       NA     NA          NA          NA
## 805           NA       NA     NA     NA       NA     NA    95.90000   110.20000
## 1563   2.5377454       NA     NA     NA       NA     NA    96.81196          NA
## 1576          NA       NA     NA     NA       NA     NA          NA          NA
## 1578          NA       NA     NA     NA       NA     NA          NA          NA
## 1588          NA       NA     NA     NA       NA     NA          NA    97.30000
## 1606          NA       NA     NA     NA       NA     NA   104.56403          NA
## 1644          NA       NA     NA     NA       NA     NA          NA   126.80000
## 1650          NA       NA     NA     NA       NA     NA          NA          NA
## 1655          NA       NA     NA     NA       NA     NA          NA          NA
## 1679          NA       NA     NA     NA       NA     NA    93.60968          NA
## 1698          NA       NA     NA     NA       NA     NA   108.75122          NA
## 1712          NA       NA     NA     NA       NA     NA          NA          NA
## 1722          NA       NA     NA     NA       NA     NA    64.35714          NA
## 1745          NA       NA     NA     NA       NA     NA   109.90381          NA
## 2562          NA       NA     NA     NA       NA     NA    80.82818          NA
## 366           NA       NA     NA     NA       NA     NA   100.32879   101.40493
## 389           NA       NA     NA     NA       NA     NA   107.15416          NA
## 424           NA       NA     NA     NA       NA     NA          NA   118.95626
## 1627          NA       NA     NA     NA       NA     NA          NA          NA
## 1668          NA       NA     NA     NA       NA     NA    61.80000          NA
## 2123          NA       NA     NA     NA       NA     NA          NA          NA
## 2146          NA       NA     NA     NA       NA     NA    76.93889          NA
## 21811         NA       NA     NA     NA       NA     NA          NA          NA
## 231           NA       NA     NA     NA       NA     NA    92.48500   110.51250
## 592           NA       NA     NA     NA       NA     NA    91.24094          NA
## 813           NA       NA     NA     NA       NA     NA    86.10000    79.10000
## 1088          NA       NA     NA     NA       NA     NA   111.18793    88.85455
## 1449          NA       NA     NA     NA       NA     NA   106.67266          NA
## 1670          NA       NA     NA     NA       NA     NA    99.25924          NA
## 1945          NA       NA     NA     NA       NA     NA          NA          NA
## 2306          NA       NA     NA     NA       NA     NA   101.90000   180.10000
## 2527          NA       NA     NA     NA       NA     NA    99.61514          NA
## 340           NA       NA     NA     NA       NA     NA          NA          NA
## 429           NA       NA     NA     NA       NA     NA    86.77282    85.36469
## 807           NA       NA     NA     NA       NA     NA   100.16104   123.11667
## 9231   2.0647750       NA     NA     NA       NA     NA    92.20494          NA
## 1867          NA       NA     NA     NA       NA     NA   101.54000   111.10000
## 1956          NA       NA     NA     NA       NA     NA    91.62500    89.27917
## 2334          NA       NA     NA     NA       NA     NA          NA    65.80000
## 2450          NA       NA     NA     NA       NA     NA   100.03620          NA
## 372    4.2110959       NA     NA     NA       NA     NA          NA          NA
## 412           NA 3.734554     NA     NA       NA     NA    74.13663   100.09793
## 775           NA       NA     NA     NA       NA     NA   113.86364   104.20769
## 1358          NA       NA     NA     NA       NA     NA    54.40000    63.60000
## 1448          NA       NA     NA     NA       NA     NA    88.47615          NA
## 1899          NA       NA     NA     NA       NA     NA    72.00000    44.70000
## 1939          NA       NA     NA     NA       NA     NA          NA    42.40000
## 2302          NA       NA     NA     NA       NA     NA          NA          NA
## 347           NA       NA     NA     NA       NA     NA          NA          NA
## 743           NA       NA     NA     NA       NA     NA   106.48915    97.71392
## 1374          NA       NA     NA     NA       NA     NA          NA          NA
## 1376          NA       NA     NA     NA       NA     NA    99.35484    93.30980
## 14871         NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1509          NA       NA     NA     NA       NA     NA    94.88571          NA
## 1874          NA       NA     NA     NA       NA     NA          NA          NA
## 2270          NA       NA     NA     NA       NA     NA    82.75610          NA
## 711    3.4210322       NA     NA     NA       NA     NA   104.16342          NA
## 10421         NA       NA     NA     NA       NA     NA    93.25909          NA
## 1161   3.3018798       NA     NA     NA       NA     NA          NA          NA
## 1235          NA       NA     NA     NA       NA     NA          NA   101.22735
## 1300          NA       NA     NA     NA       NA     NA          NA          NA
## 1320          NA       NA     NA     NA       NA     NA    97.75161          NA
## 2238          NA       NA     NA     NA       NA     NA   107.18462          NA
## 2569          NA       NA     NA     NA       NA     NA   107.00000          NA
## 395           NA       NA     NA     NA       NA     NA   111.92238          NA
## 1429          NA       NA     NA     NA       NA     NA   126.85000          NA
## 1440          NA       NA     NA     NA       NA     NA          NA          NA
## 1443          NA       NA     NA     NA       NA     NA    97.95430    96.25833
## 1474          NA       NA     NA     NA       NA     NA          NA          NA
## 1501          NA       NA     NA     NA       NA     NA    98.51613          NA
## 1502          NA       NA     NA     NA       NA     NA          NA          NA
## 1504          NA       NA     NA     NA       NA     NA          NA          NA
## 1516          NA       NA     NA     NA       NA     NA          NA    94.65686
## 1922          NA       NA     NA     NA       NA     NA          NA          NA
## 222           NA       NA     NA     NA       NA     NA    88.54302   109.44676
## 4791          NA       NA     NA     NA       NA     NA    77.24591          NA
## 1254          NA       NA     NA     NA       NA     NA    93.42609   112.53990
## 1343          NA       NA     NA     NA       NA     NA          NA   183.00000
## 1671          NA       NA     NA     NA       NA     NA          NA          NA
## 1705          NA       NA     NA     NA       NA     NA          NA    85.78636
## 1719          NA       NA     NA     NA       NA     NA          NA          NA
## 1830          NA       NA     NA     NA       NA     NA   104.74000          NA
## 1172          NA       NA     NA     NA       NA     NA          NA    99.88182
## 11951         NA       NA     NA     NA       NA     NA    90.96333          NA
## 1311          NA       NA     NA     NA       NA     NA          NA    95.02113
## 1313          NA       NA     NA     NA       NA     NA    99.01905          NA
## 1353          NA       NA     NA     NA       NA     NA   114.13043          NA
## 1360          NA       NA     NA     NA       NA     NA    79.01875    90.69464
## 1895          NA       NA     NA     NA       NA     NA   104.50556          NA
## 1983          NA       NA     NA     NA       NA     NA          NA          NA
## 2248          NA       NA     NA     NA       NA     NA    93.24933          NA
## 2357          NA       NA     NA     NA       NA     NA   111.32118   130.60000
## 226           NA       NA     NA     NA       NA     NA   102.76932          NA
## 480           NA       NA     NA     NA       NA     NA    95.12996          NA
## 845           NA       NA     NA     NA       NA     NA    82.33967   103.67199
## 1552          NA       NA     NA     NA       NA     NA    49.45000          NA
## 1609          NA       NA     NA     NA       NA     NA    90.40263   103.13103
## 1703          NA       NA     NA     NA 2.432441     NA          NA  -140.90000
## 1728          NA       NA     NA     NA       NA     NA          NA          NA
## 2145          NA       NA     NA     NA       NA     NA    56.10000          NA
## 249           NA       NA     NA     NA       NA     NA    92.95161   104.14051
## 251           NA       NA     NA     NA       NA     NA          NA   109.73218
## 506   -2.0658681       NA     NA     NA       NA     NA          NA   100.40896
## 556           NA       NA     NA     NA       NA     NA   101.20050          NA
## 1208          NA       NA     NA     NA       NA     NA    91.19196          NA
## 1283          NA       NA     NA     NA       NA     NA          NA          NA
## 1284          NA       NA     NA     NA       NA     NA          NA   113.16608
## 2345          NA       NA     NA     NA       NA     NA    74.89301          NA
## 2565          NA       NA     NA     NA       NA     NA          NA          NA
## 317           NA       NA     NA     NA       NA     NA    90.36422          NA
## 335           NA       NA     NA     NA       NA     NA          NA          NA
## 663           NA       NA     NA     NA       NA     NA    95.01167   101.29980
## 1333          NA       NA     NA     NA       NA     NA          NA          NA
## 1475          NA       NA     NA     NA       NA     NA    98.90000          NA
## 19961         NA       NA     NA     NA       NA     NA          NA          NA
## 2113          NA       NA     NA     NA       NA     NA          NA    97.75349
## 2368          NA       NA     NA     NA       NA     NA    98.28043          NA
## 22     4.1313621       NA     NA     NA       NA     NA          NA          NA
## 63     3.3222885       NA     NA     NA       NA     NA          NA          NA
## 168           NA       NA     NA     NA       NA     NA    93.92070          NA
## 174           NA       NA     NA     NA       NA     NA          NA   111.80816
## 673           NA       NA     NA     NA       NA     NA    93.58894   109.73689
## 1177          NA       NA     NA     NA       NA     NA   100.53125          NA
## 1180   4.6656212       NA     NA     NA       NA     NA          NA          NA
## 1260   1.3277457       NA     NA     NA       NA     NA   109.99718          NA
## 1744          NA       NA     NA     NA       NA     NA          NA          NA
## 1759          NA       NA     NA     NA       NA     NA    95.87209    99.60816
## 2222          NA       NA     NA     NA       NA     NA          NA          NA
## 2362          NA       NA     NA     NA       NA     NA    93.23973    95.04340
## 2530          NA       NA     NA     NA       NA     NA          NA  -209.30000
## 2600          NA       NA     NA     NA       NA     NA   122.10000          NA
## 2641          NA       NA     NA     NA       NA     NA    82.31538          NA
## 7581          NA       NA     NA     NA       NA     NA          NA    99.75278
## 1178          NA       NA     NA     NA       NA     NA   -79.50000          NA
## 1287          NA       NA     NA     NA       NA     NA   108.37683    99.29778
## 1445          NA       NA     NA     NA       NA     NA   300.70000          NA
## 19561         NA       NA     NA     NA       NA     NA    91.62500    89.27917
## 2229          NA       NA     NA     NA       NA     NA    95.15281          NA
## 2246          NA       NA     NA     NA       NA     NA    86.38333          NA
## 2312  -1.7944179       NA     NA     NA       NA     NA   103.67391          NA
## 2412          NA       NA     NA     NA       NA     NA    97.16800          NA
## 173           NA       NA     NA     NA       NA     NA    86.26988    91.88261
## 315           NA       NA     NA     NA       NA     NA    95.03453          NA
## 376    1.9734293       NA     NA     NA       NA     NA          NA          NA
## 1630          NA       NA     NA     NA       NA     NA          NA          NA
## 1646          NA       NA     NA     NA       NA     NA    59.82500          NA
## 1683          NA       NA     NA     NA       NA     NA          NA          NA
## 1891          NA       NA     NA     NA       NA     NA    97.28000          NA
## 1930          NA       NA     NA     NA       NA     NA   100.57778          NA
## 2007          NA       NA     NA     NA       NA     NA          NA          NA
## 2252          NA       NA     NA     NA       NA     NA    61.63333          NA
## 2471          NA       NA     NA     NA       NA     NA    66.19744          NA
## 2511          NA       NA     NA     NA       NA     NA          NA    97.09583
## 152           NA       NA     NA     NA       NA     NA          NA          NA
## 307           NA       NA     NA     NA       NA     NA          NA          NA
## 414           NA       NA     NA     NA       NA     NA          NA          NA
## 1185   2.9579077       NA     NA     NA       NA     NA    95.98816          NA
## 1331          NA       NA     NA     NA       NA     NA   100.14863   100.42985
## 1351          NA       NA     NA     NA       NA     NA   115.30000   119.40000
## 1565          NA       NA     NA     NA       NA     NA          NA    24.14500
## 1718          NA       NA     NA     NA       NA     NA    53.10000          NA
## 1808          NA       NA     NA     NA       NA     NA          NA   258.00000
## 2013          NA       NA     NA     NA       NA     NA   108.03194   109.93578
## 2031          NA       NA     NA     NA       NA     NA          NA          NA
## 2090          NA       NA     NA     NA       NA     NA    96.07647          NA
## 598           NA       NA     NA     NA       NA     NA    99.28973    99.78794
## 1155          NA       NA     NA     NA       NA     NA          NA          NA
## 13581         NA       NA     NA     NA       NA     NA    54.40000    63.60000
## 1533          NA       NA     NA     NA       NA     NA    92.21892          NA
## 2025          NA       NA     NA     NA       NA     NA    88.84109          NA
## 2035          NA       NA     NA     NA       NA     NA    91.65357          NA
## 2307          NA       NA     NA     NA       NA     NA   103.41215          NA
## 2498          NA       NA     NA     NA       NA     NA    91.76034    88.30000
## 5321          NA       NA     NA     NA       NA     NA    86.70031    98.81991
## 975           NA       NA     NA     NA       NA     NA   105.28482   106.24452
## 1040          NA       NA     NA     NA       NA     NA    90.04437   108.17500
## 1214          NA       NA     NA     NA       NA     NA          NA          NA
## 1612          NA       NA     NA     NA       NA     NA          NA          NA
## 2006          NA       NA     NA     NA       NA     NA          NA          NA
## 2338          NA       NA     NA     NA       NA     NA    55.55000          NA
## 2504          NA       NA     NA     NA       NA     NA          NA    93.88532
## 2536          NA       NA     NA     NA       NA     NA   103.20000    88.60000
## 279           NA       NA     NA     NA       NA     NA    98.09641          NA
## 351           NA       NA     NA     NA       NA     NA          NA          NA
## 1336          NA       NA     NA     NA       NA     NA    75.33333          NA
## 13492         NA       NA     NA     NA       NA     NA    98.20506          NA
## 1356          NA       NA     NA     NA       NA     NA          NA          NA
## 1417          NA       NA     NA     NA       NA     NA    95.57273          NA
## 15091         NA       NA     NA     NA       NA     NA    94.88571          NA
## 1542          NA       NA     NA     NA       NA     NA          NA          NA
## 2055          NA       NA     NA     NA       NA     NA    94.96529   107.39600
## 2273          NA       NA     NA     NA       NA     NA          NA          NA
## 2499          NA       NA     NA     NA       NA     NA    82.14182          NA
## 2566          NA       NA     NA     NA       NA     NA    86.29744          NA
## 51            NA       NA     NA     NA       NA     NA    87.71547    89.36152
## 365           NA       NA     NA     NA       NA     NA          NA          NA
## 552           NA       NA     NA     NA       NA     NA          NA          NA
## 630           NA       NA     NA     NA       NA     NA          NA          NA
## 1493          NA       NA     NA     NA       NA     NA          NA          NA
## 1506          NA       NA     NA     NA       NA     NA          NA          NA
## 1514          NA       NA     NA     NA       NA     NA          NA          NA
## 1925          NA       NA     NA     NA       NA     NA          NA          NA
## 2349          NA       NA     NA     NA       NA     NA          NA          NA
## 2413          NA       NA     NA     NA       NA     NA    65.30000          NA
## 2629          NA       NA     NA     NA       NA     NA    85.20595          NA
## 48            NA       NA     NA     NA       NA     NA          NA   113.69692
## 246           NA       NA     NA     NA       NA     NA          NA          NA
## 1428          NA       NA     NA     NA       NA     NA   104.82222          NA
## 14872         NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1503          NA       NA     NA     NA       NA     NA          NA          NA
## 16981         NA       NA     NA     NA       NA     NA   108.75122          NA
## 1700          NA       NA     NA     NA       NA     NA          NA          NA
## 2169          NA       NA     NA     NA       NA     NA          NA    44.70000
## 2178          NA       NA     NA     NA       NA     NA   107.92243   107.46111
## 2626          NA       NA     NA     NA       NA     NA    94.40276          NA
## 3951          NA       NA     NA     NA       NA     NA   111.92238          NA
## 1270          NA       NA     NA     NA       NA     NA          NA    76.80000
## 1315          NA       NA     NA     NA       NA     NA   116.80000   117.23548
## 1381          NA       NA     NA     NA       NA     NA   104.32727          NA
## 16531         NA       NA     NA     NA       NA     NA          NA    52.80000
## 1661          NA       NA     NA     NA       NA     NA   109.05316    95.42000
## 2027          NA       NA     NA     NA       NA     NA    94.28000   133.45000
## 2128          NA       NA     NA     NA       NA     NA    97.97231          NA
## 1220          NA       NA     NA     NA       NA     NA   108.60204          NA
## 1369          NA       NA     NA     NA       NA     NA   -14.60000          NA
## 1392          NA       NA     NA     NA       NA     NA          NA          NA
## 1751          NA       NA     NA     NA       NA     NA    80.46667          NA
## 1988          NA       NA     NA     NA       NA     NA          NA          NA
## 2153          NA       NA     NA     NA       NA     NA    93.83186          NA
## 2167          NA       NA     NA     NA       NA     NA    99.66719    98.63273
## 2437          NA       NA     NA     NA       NA     NA   108.14130    87.06071
## 2454  -0.7926106       NA     NA     NA       NA     NA    97.32727    88.14118
## 2578          NA       NA     NA     NA       NA     NA          NA          NA
## 1097          NA       NA     NA     NA       NA     NA    90.54286   106.13152
## 1209          NA       NA     NA     NA       NA     NA          NA          NA
## 1335          NA       NA     NA     NA       NA     NA    64.50000   102.10000
## 1975          NA       NA     NA     NA       NA     NA          NA    97.18571
## 2187          NA       NA     NA     NA       NA     NA    96.46000          NA
## 2259          NA       NA     NA     NA       NA     NA          NA   106.56667
## 2341          NA       NA     NA     NA       NA     NA    63.17273          NA
## 2453          NA       NA     NA     NA       NA     NA    52.93333          NA
## 2522          NA       NA     NA     NA       NA     NA          NA    94.97324
## 574           NA       NA     NA     NA       NA     NA    98.46996   104.22370
## 590           NA       NA     NA     NA       NA     NA    97.33455          NA
## 983    2.1071732       NA     NA     NA       NA     NA          NA          NA
## 1013          NA       NA     NA     NA       NA     NA    92.61285   101.39310
## 2076          NA       NA     NA     NA       NA     NA          NA          NA
## 2158          NA       NA     NA     NA       NA     NA          NA          NA
## 2177          NA       NA     NA     NA       NA     NA    57.60000          NA
## 2324          NA       NA     NA     NA       NA     NA          NA          NA
## 182           NA       NA     NA     NA       NA     NA    81.18394    99.85176
## 212           NA       NA     NA     NA       NA     NA    93.60254    99.82426
## 333           NA       NA     NA     NA       NA     NA    92.78087    94.76441
## 609           NA       NA     NA     NA       NA     NA    93.06310    96.00787
## 1162          NA       NA     NA     NA       NA     NA    90.70000   102.67297
## 1286          NA       NA     NA     NA       NA     NA          NA    98.86026
## 1426          NA       NA     NA     NA       NA     NA          NA   107.56579
## 1611          NA       NA     NA     NA       NA     NA    79.97627          NA
## 1882          NA       NA     NA     NA       NA     NA    96.25854          NA
## 1958   2.5445206       NA     NA     NA       NA     NA    97.13289          NA
## 2038          NA       NA     NA     NA       NA     NA          NA          NA
## 2467          NA       NA     NA     NA       NA     NA    42.10000          NA
## 756           NA       NA     NA     NA       NA     NA    88.40000   135.50000
## 780    2.6215710       NA     NA     NA       NA     NA    90.09818          NA
## 991           NA       NA     NA     NA       NA     NA    87.55549          NA
## 1305          NA       NA     NA     NA       NA     NA   108.12895   107.20054
## 1373          NA       NA     NA     NA       NA     NA          NA          NA
## 1459          NA       NA     NA     NA       NA     NA   101.35671          NA
## 1594          NA       NA     NA     NA       NA     NA          NA   -19.90000
## 1860          NA       NA     NA     NA       NA     NA          NA          NA
## 613           NA       NA     NA     NA       NA     NA    86.45909          NA
## 1108          NA       NA     NA     NA       NA     NA   105.65561   105.56341
## 2279          NA       NA     NA     NA       NA     NA          NA          NA
## 2310          NA       NA     NA     NA       NA     NA          NA    65.60000
## 2333          NA       NA     NA     NA       NA     NA          NA    99.69885
## 2348          NA       NA     NA     NA       NA     NA   105.61935   102.35887
## 2372          NA       NA     NA     NA       NA     NA    85.77215          NA
## 2526          NA       NA     NA     NA       NA     NA          NA          NA
## 2574          NA       NA     NA     NA       NA     NA          NA          NA
## 111           NA       NA     NA     NA       NA     NA    92.68130    95.68778
## 1438          NA       NA     NA     NA       NA     NA          NA   104.72258
## 15041         NA       NA     NA     NA       NA     NA          NA          NA
## 1811          NA       NA     NA     NA       NA     NA          NA          NA
## 2092          NA       NA     NA     NA       NA     NA   100.38947          NA
## 2131          NA       NA     NA     NA       NA     NA          NA          NA
## 2410          NA       NA     NA     NA       NA     NA   102.81250   110.24444
## 2539  -1.9236935       NA     NA     NA       NA     NA   107.85700          NA
## 1111          NA       NA     NA     NA       NA     NA    92.68130    95.68778
## 14381         NA       NA     NA     NA       NA     NA          NA   104.72258
## 15042         NA       NA     NA     NA       NA     NA          NA          NA
## 18111         NA       NA     NA     NA       NA     NA          NA          NA
## 20921         NA       NA     NA     NA       NA     NA   100.38947          NA
## 21311         NA       NA     NA     NA       NA     NA          NA          NA
## 24101         NA       NA     NA     NA       NA     NA   102.81250   110.24444
## 25391 -1.9236935       NA     NA     NA       NA     NA   107.85700          NA
## 529           NA       NA     NA     NA       NA     NA          NA          NA
## 638           NA       NA     NA     NA       NA     NA   100.30646          NA
## 951           NA       NA     NA     NA       NA     NA          NA          NA
## 1505          NA       NA     NA     NA       NA     NA          NA   100.67097
## 1614          NA       NA     NA     NA       NA     NA          NA          NA
## 1927          NA       NA     NA     NA       NA     NA    97.52593   102.35192
## 2481          NA       NA     NA     NA       NA     NA    91.36727   101.61200
## 2590          NA       NA     NA     NA       NA     NA   104.28889          NA
## 467           NA       NA     NA     NA       NA     NA   112.55664          NA
##       Pit_plus_FA Pit_plus_SI Pit_plus_SL Pit_plus_KC Pit_plus_FC Pit_plus_FS
## 479      87.92610   101.77532   115.63753          NA    91.36304          NA
## 532      99.82187          NA          NA          NA    99.56130          NA
## 1032           NA   100.98539          NA          NA          NA          NA
## 1042     95.89412   101.49167   109.66000          NA          NA          NA
## 1047    104.90000          NA    97.10000          NA          NA          NA
## 1964     88.13151    82.26296    96.76291          NA          NA          NA
## 2148           NA          NA          NA          NA          NA          NA
## 2154           NA          NA          NA          NA          NA          NA
## 2192           NA    98.87500   113.08889          NA   104.17895          NA
## 2241    113.24118    93.70390    92.27222          NA          NA          NA
## 447      98.19709    89.13542   102.63169          NA          NA   110.26690
## 490      93.98485    94.78532          NA    90.23562    92.38881          NA
## 496      94.62153    83.73074          NA          NA    91.32355          NA
## 923     102.28259    90.85714   103.88724   143.65000          NA          NA
## 1038     68.46019    91.54204          NA          NA          NA          NA
## 1960           NA          NA          NA          NA          NA          NA
## 1984     88.13000          NA    92.12022          NA          NA    96.25000
## 1996           NA          NA          NA          NA          NA          NA
## 2009     95.26750          NA          NA          NA    96.65185          NA
## 2051    108.05390   104.68364   102.98148          NA          NA          NA
## 2085     99.54414    98.79574   107.57044          NA          NA   105.61600
## 342      76.95838    96.24526   104.28373          NA          NA          NA
## 362      99.39101          NA   104.74332          NA          NA   117.04019
## 896      87.50309          NA   112.54348          NA          NA          NA
## 1195    101.11909    90.75357   107.54675          NA          NA          NA
## 1389     87.40270          NA   104.70577          NA          NA          NA
## 1393     93.50000          NA          NA          NA          NA          NA
## 1463     97.45789          NA   120.71475          NA          NA          NA
## 1767     97.58108          NA   109.95357          NA          NA          NA
## 2587           NA    87.27703    80.15082          NA          NA          NA
## 2607     92.84768          NA    92.67390          NA          NA          NA
## 137      96.42247          NA   106.05422          NA          NA          NA
## 258      95.64080          NA   107.12669    92.52187          NA          NA
## 377      83.72460    72.92463    73.62096          NA          NA          NA
## 1581     84.40556          NA          NA          NA          NA          NA
## 1640     75.20727          NA    91.71842          NA          NA          NA
## 2382     92.49774    99.60903   102.83644          NA          NA          NA
## 2503    106.25637          NA    67.26250          NA          NA          NA
## 2622    101.72867          NA          NA          NA          NA          NA
## 69      104.36745          NA   105.19475          NA    92.45759          NA
## 136      94.81796    90.82055    93.85201          NA          NA          NA
## 1101     87.54709    92.63045   100.49209          NA          NA          NA
## 1268     98.81508    96.11507          NA    95.46197          NA          NA
## 1279    106.89726   106.88707   105.51631          NA          NA          NA
## 1308     92.30201          NA   117.45250    97.15455    93.21739          NA
## 1324           NA          NA    65.70000          NA          NA          NA
## 1330     91.77624    90.75671   106.74543          NA          NA          NA
## 2104           NA          NA    46.40000          NA          NA          NA
## 2314    115.65595          NA   100.23871          NA          NA          NA
## 2381     94.71884    95.88511   104.90630          NA          NA          NA
## 55       88.11864    96.45395   109.31473          NA          NA          NA
## 1153    100.59740   101.46965    99.91938          NA          NA          NA
## 1439     92.50000          NA    96.21667          NA          NA          NA
## 1617     98.19551    98.10508   108.53151          NA          NA          NA
## 1653           NA          NA          NA          NA          NA          NA
## 1737     88.52151    89.32500   106.19046          NA          NA          NA
## 1926    104.41948   100.12360          NA          NA   102.92857          NA
## 2300     77.60000    97.19737    93.27000          NA          NA          NA
## 238      98.65860    89.26819   114.65357          NA          NA          NA
## 1077     94.11792    87.22452   111.14197          NA          NA          NA
## 1159    109.31111    89.90000   103.52308          NA   113.88000          NA
## 1253           NA          NA   110.40000          NA          NA          NA
## 1387     88.56136          NA   108.33673          NA          NA          NA
## 1450     87.90000    98.40000          NA          NA          NA          NA
## 1915     85.34828          NA   105.30000          NA          NA          NA
## 2483    111.60000          NA    93.00000          NA          NA          NA
## 612      82.89839    88.95953   115.54500          NA          NA          NA
## 1229           NA          NA          NA          NA          NA          NA
## 1231     99.64375          NA   106.35556          NA   103.20455          NA
## 1349     88.87500    83.54118    92.90000          NA          NA          NA
## 1553    110.14554   107.04690   112.09409          NA          NA          NA
## 1660     93.06261    98.28474   112.17292          NA          NA          NA
## 1663     89.77517          NA   107.79785          NA    96.22553          NA
## 1959           NA          NA          NA          NA          NA          NA
## 6121     82.89839    88.95953   115.54500          NA          NA          NA
## 12291          NA          NA          NA          NA          NA          NA
## 12311    99.64375          NA   106.35556          NA   103.20455          NA
## 13491    88.87500    83.54118    92.90000          NA          NA          NA
## 15531   110.14554   107.04690   112.09409          NA          NA          NA
## 16601    93.06261    98.28474   112.17292          NA          NA          NA
## 16631    89.77517          NA   107.79785          NA    96.22553          NA
## 19591          NA          NA          NA          NA          NA          NA
## 476      96.26781   122.90000   111.11732          NA    99.22709          NA
## 527      85.22865    89.47671    96.74218          NA          NA          NA
## 576      87.44177          NA          NA          NA    98.28010          NA
## 2047           NA          NA          NA          NA          NA          NA
## 2118     95.34485          NA    99.24904          NA          NA          NA
## 2133     98.38299    99.79697   102.19463          NA    65.25556          NA
## 2134     70.80000          NA          NA          NA          NA          NA
## 2139     92.38991          NA    91.50927          NA          NA          NA
## 2181     93.21250          NA   103.50465          NA          NA          NA
## 2190     82.22016          NA    91.17143          NA    94.36857          NA
## 2205    120.12000          NA   125.58771          NA   112.67318          NA
## 2206     99.26918    97.16336   114.78390          NA          NA          NA
## 758      94.09486          NA   116.50860          NA    96.50810   121.98059
## 820            NA    91.94649    96.01200          NA    86.82239          NA
## 1535     99.84241          NA          NA          NA          NA          NA
## 1546    111.05784          NA   104.63139          NA          NA          NA
## 1555     91.40136    93.39508          NA          NA    93.77424          NA
## 1618    123.37500   103.37273   121.54211          NA   110.18000          NA
## 1684     98.35425          NA   107.28333    95.35728          NA          NA
## 1740     83.13667          NA   110.57447          NA          NA          NA
## 1746     95.96000          NA   115.69688          NA          NA          NA
## 2515           NA    99.36893   105.87647          NA          NA          NA
## 2577    101.44719          NA   103.67208          NA          NA          NA
## 537      89.92421          NA   106.09360          NA          NA          NA
## 960     102.90405          NA   108.37857    98.69434          NA          NA
## 1068     90.42485          NA          NA          NA    99.23208          NA
## 12531          NA          NA   110.40000          NA          NA          NA
## 1301    101.62105    95.16121   112.58049          NA    90.26828          NA
## 1487     89.64182          NA   109.39796          NA          NA          NA
## 1508     94.93302          NA          NA          NA    95.01172          NA
## 1735     93.45312    91.87692   105.97222          NA          NA          NA
## 2294     87.94762    55.10000    98.78400          NA          NA          NA
## 805      84.20000   106.10000          NA          NA          NA          NA
## 1563    100.26814          NA          NA    90.94000    86.90526          NA
## 1576           NA          NA          NA          NA          NA          NA
## 1578     93.34783          NA   118.90000          NA          NA    97.97910
## 1588           NA          NA   127.70000          NA          NA          NA
## 1606    101.36026          NA   113.04866    85.95000          NA          NA
## 1644           NA          NA          NA          NA          NA          NA
## 1650     90.26716          NA   108.55238          NA    93.87778          NA
## 1655           NA          NA          NA          NA          NA          NA
## 1679     94.57865          NA   105.43502          NA          NA          NA
## 1698    111.14711          NA   103.39744          NA          NA          NA
## 1712           NA          NA          NA          NA          NA          NA
## 1722     90.68571    90.62083    96.91407          NA          NA          NA
## 1745     87.70000    95.40837   101.51784          NA          NA          NA
## 2562     84.59065          NA    71.18500          NA          NA          NA
## 366      95.87758          NA   103.40664          NA   102.46145          NA
## 389      92.36756    99.62773    99.72980          NA          NA          NA
## 424            NA    96.27558   102.88531          NA          NA          NA
## 1627           NA          NA          NA          NA          NA          NA
## 1668    105.81361   106.00000   106.00167    98.08066    99.80459          NA
## 2123           NA          NA          NA          NA          NA          NA
## 2146    106.82095    99.03018   109.40351          NA          NA          NA
## 21811    93.21250          NA   103.50465          NA          NA          NA
## 231      92.38438          NA          NA          NA   107.28315          NA
## 592      98.45446    98.36531   105.48100          NA          NA          NA
## 813      83.10000          NA    95.00000          NA          NA          NA
## 1088     86.22803          NA          NA          NA    90.51379          NA
## 1449    106.80597   102.17586   112.70480          NA          NA          NA
## 1670    101.89508    93.75929   104.66181          NA          NA          NA
## 1945     95.79632   104.63190    99.84183          NA          NA   101.85500
## 2306           NA          NA          NA          NA          NA          NA
## 2527           NA    95.09311    99.67477          NA    83.19180          NA
## 340     100.53192    99.33093   106.09453          NA    90.84921          NA
## 429      90.26864    93.22347   103.07707          NA    95.45601          NA
## 807     112.72825          NA   125.07886          NA          NA          NA
## 9231    102.28259    90.85714   103.88724   143.65000          NA          NA
## 1867     90.16818          NA          NA          NA          NA          NA
## 1956     83.81111          NA   115.11351          NA          NA          NA
## 2334     89.80000    73.10000   115.00000          NA          NA          NA
## 2450     88.58030   100.03192    99.33878          NA          NA          NA
## 372      98.13570          NA   101.33426   108.56840          NA          NA
## 412      79.25700          NA          NA          NA    85.14664          NA
## 775      85.98947          NA    95.59512          NA    58.70000          NA
## 1358     97.70000          NA   158.50000          NA          NA          NA
## 1448     83.11250    82.23804    97.61503          NA          NA          NA
## 1899    155.80000    93.10000    96.40000          NA   101.50000          NA
## 1939     88.20000          NA          NA          NA          NA          NA
## 2302     98.39167   101.98846    95.24444          NA          NA          NA
## 347            NA    96.30196   110.31764          NA          NA          NA
## 743     106.46901   103.71693   111.30684          NA          NA          NA
## 1374     57.90000          NA    82.80000          NA          NA          NA
## 1376     80.80299    34.72000    60.20000          NA          NA          NA
## 14871    89.64182          NA   109.39796          NA          NA          NA
## 1509    102.73333   127.40000   112.37778          NA          NA          NA
## 1874    157.70000          NA          NA          NA          NA          NA
## 2270     81.95422          NA   101.38810          NA          NA          NA
## 711     117.03152   121.19200   114.52747   111.34237          NA          NA
## 10421    95.89412   101.49167   109.66000          NA          NA          NA
## 1161     85.80000          NA          NA   111.14876    98.03758          NA
## 1235     94.55426          NA   111.10836          NA          NA          NA
## 1300           NA          NA          NA          NA          NA          NA
## 1320     90.63671          NA   104.97732          NA          NA          NA
## 2238           NA    92.05000   121.60000          NA   105.10000          NA
## 2569     91.81321    87.58454   109.92512          NA    92.66121          NA
## 395      98.20223          NA          NA          NA          NA          NA
## 1429     90.58636    98.12989   116.63478          NA          NA          NA
## 1440    104.10000    95.90000   141.50000          NA          NA          NA
## 1443     96.60619          NA          NA          NA          NA          NA
## 1474    100.91906          NA   114.01821          NA          NA    98.09898
## 1501     87.86074          NA   112.41250          NA          NA          NA
## 1502    115.31548    97.40800   106.66667          NA          NA    85.00000
## 1504     88.47895          NA   118.69091          NA          NA          NA
## 1516    107.87047          NA          NA          NA    58.90000          NA
## 1922     97.52603          NA    96.50323          NA          NA          NA
## 222     105.86280          NA   105.45354          NA          NA          NA
## 4791     87.92610   101.77532   115.63753          NA    91.36304          NA
## 1254    100.69765    93.78453    98.64762          NA          NA          NA
## 1343           NA          NA    87.20000          NA          NA          NA
## 1671           NA   100.03187   106.42152          NA          NA   102.30000
## 1705    105.77741    35.98333    96.06667          NA          NA   113.20606
## 1719     97.75909    95.10170   110.81855          NA          NA          NA
## 1830    100.48776          NA    99.50000          NA          NA          NA
## 1172     98.04074          NA   104.19412          NA          NA          NA
## 11951   101.11909    90.75357   107.54675          NA          NA          NA
## 1311     81.29251    67.95143   102.63020          NA          NA          NA
## 1313     96.91232    89.00957    94.18760          NA          NA          NA
## 1353     93.84286   127.42500          NA          NA    65.95714          NA
## 1360    103.40000    84.61691          NA          NA          NA          NA
## 1895     89.87252          NA   100.85000          NA          NA          NA
## 1983           NA          NA          NA          NA          NA          NA
## 2248     90.45221          NA   103.02443          NA          NA          NA
## 2357    106.24313          NA   107.81800          NA          NA          NA
## 226     103.54271          NA   109.87790          NA          NA          NA
## 480     109.95973          NA   108.05305          NA   101.74944          NA
## 845      81.48611    92.88111   107.93938          NA          NA          NA
## 1552     77.28308    91.03333   101.60667          NA          NA          NA
## 1609    112.15466    95.03904    96.45110          NA          NA          NA
## 1703           NA          NA          NA          NA          NA          NA
## 1728     96.61333    98.47500   101.18286          NA          NA   105.97200
## 2145    103.70000          NA   122.62941          NA          NA          NA
## 249     103.73206          NA    98.31022          NA          NA          NA
## 251      94.00216    90.02583   105.30966          NA          NA          NA
## 506      95.84095          NA          NA          NA    83.59718          NA
## 556      85.74033    90.73892   103.40015          NA          NA          NA
## 1208     98.91818    89.31311   105.90602          NA          NA          NA
## 1283    105.44034          NA    84.85344          NA          NA          NA
## 1284     94.90026          NA   109.22187          NA          NA    61.28333
## 2345     75.13373    95.63218    98.07673          NA          NA          NA
## 2565     85.65918    60.38061   103.80425          NA          NA          NA
## 317      95.31954    98.41674   121.57020          NA   105.74607          NA
## 335     103.89023          NA   107.04402          NA          NA          NA
## 663      91.70154    98.22503          NA          NA          NA          NA
## 1333     95.51250    91.39245   107.01813          NA          NA          NA
## 1475     98.93200          NA   110.39412          NA          NA          NA
## 19961          NA          NA          NA          NA          NA          NA
## 2113    109.86393          NA   123.69283          NA          NA          NA
## 2368           NA    90.12222   105.19559          NA          NA          NA
## 22             NA          NA    96.26123   116.98730   109.45589          NA
## 63      107.51714          NA          NA   109.41027          NA          NA
## 168     110.24732    90.36265   110.50176          NA          NA          NA
## 174     109.92408          NA          NA          NA    97.67677          NA
## 673      92.39020          NA   115.25503          NA   104.92649          NA
## 1177    103.86697    91.85146   102.72761          NA          NA          NA
## 1180    107.32632          NA          NA   110.47007          NA          NA
## 1260     76.03878          NA   105.73200          NA          NA          NA
## 1744    111.83922    95.20055    91.21237          NA          NA          NA
## 1759    102.69609    59.70000   112.78809          NA          NA          NA
## 2222           NA    91.91741   101.92774          NA          NA          NA
## 2362     86.25724    86.43158          NA          NA          NA          NA
## 2530     76.86212          NA    78.01316          NA          NA          NA
## 2600     95.25030   100.81148   109.97586          NA          NA          NA
## 2641     94.63741          NA    93.66349          NA          NA          NA
## 7581     94.09486          NA   116.50860          NA    96.50810   121.98059
## 1178    107.58641    97.97040    93.19667          NA          NA          NA
## 1287     94.63960          NA   104.40667          NA    88.92857          NA
## 1445           NA          NA    97.30000          NA          NA          NA
## 19561    83.81111          NA   115.11351          NA          NA          NA
## 2229     93.42828          NA   106.35370          NA          NA          NA
## 2246     46.96250    86.52149    85.30000          NA          NA          NA
## 2312     79.22778    92.99574          NA   103.72692    78.52500          NA
## 2412     90.66109          NA    89.40704          NA          NA          NA
## 173     108.57572          NA   118.59714          NA          NA          NA
## 315     113.02835          NA   108.56060          NA          NA          NA
## 376     110.18178          NA          NA   116.23739          NA          NA
## 1630           NA          NA          NA          NA          NA          NA
## 1646     97.08611    86.65634   103.50833          NA          NA          NA
## 1683           NA   101.43241    95.73906          NA          NA   112.05368
## 1891     81.23333    99.88383    99.08636          NA          NA          NA
## 1930           NA   112.93571          NA          NA   125.62571          NA
## 2007     79.66667    93.39831   119.68608          NA          NA          NA
## 2252           NA    83.02366    99.25849          NA          NA          NA
## 2471     96.29091          NA    95.37672          NA          NA          NA
## 2511     91.49820          NA   111.55532          NA          NA          NA
## 152      86.65370   105.03402   126.95677          NA          NA          NA
## 307     103.13849    93.63167   117.37564          NA          NA          NA
## 414      93.66742   110.24674   122.91946          NA    99.26267          NA
## 1185    107.85081          NA          NA   111.35700   101.68469          NA
## 1331    100.36233   100.96136          NA          NA    89.63592          NA
## 1351     91.60000          NA    95.00000          NA          NA          NA
## 1565     58.60000          NA    40.00000          NA          NA          NA
## 1718           NA          NA          NA          NA          NA          NA
## 1808           NA          NA          NA          NA          NA          NA
## 2013    102.63267    56.90000   110.61340          NA          NA          NA
## 2031           NA          NA          NA          NA          NA          NA
## 2090     96.25857    96.30000    98.72353          NA          NA          NA
## 598      87.08192          NA          NA          NA    89.55035          NA
## 1155    105.41882   102.81667    98.68696          NA          NA          NA
## 13581    97.70000          NA   158.50000          NA          NA          NA
## 1533     90.84182          NA   109.91860          NA   109.44357          NA
## 2025     99.00794    92.01515   100.56266          NA    96.36433          NA
## 2035     90.40816          NA   111.47671          NA          NA          NA
## 2307     91.25138    94.69205   112.16316          NA          NA          NA
## 2498     94.18679          NA          NA          NA    91.37576          NA
## 5321     99.82187          NA          NA          NA    99.56130          NA
## 975      99.06585          NA    96.07155          NA          NA          NA
## 1040     94.77742    96.33919          NA          NA          NA          NA
## 1214     94.47457          NA   116.87692          NA    98.47705          NA
## 1612           NA          NA          NA          NA          NA          NA
## 2006           NA          NA          NA          NA          NA          NA
## 2338     87.90000    99.32500   100.25385          NA    98.19667          NA
## 2504           NA    81.06136          NA          NA          NA          NA
## 2536     92.40000          NA   112.90000          NA          NA          NA
## 279     104.26484          NA   113.82109          NA          NA          NA
## 351     113.03277          NA          NA          NA   103.23075    94.54152
## 1336     83.89556          NA   106.55000          NA          NA          NA
## 13492    88.87500    83.54118    92.90000          NA          NA          NA
## 1356     95.97457          NA   111.02361          NA          NA   110.14646
## 1417     80.15636    86.72258   104.46863          NA          NA          NA
## 15091   102.73333   127.40000   112.37778          NA          NA          NA
## 1542           NA   105.53184   102.43893          NA   103.50464          NA
## 2055     94.57928    91.46352   107.04235          NA          NA          NA
## 2273           NA   111.80000    77.20000          NA          NA          NA
## 2499     90.23981    95.81138   102.64247          NA          NA          NA
## 2566    102.64433   103.10000    94.00000          NA    60.60000          NA
## 51       96.94388    92.48852          NA          NA    89.75079          NA
## 365      81.00827    94.75741    93.87398          NA          NA    82.12444
## 552      94.42336          NA   104.45713          NA          NA    86.69351
## 630     103.68738   106.12636   105.28677          NA    91.94859          NA
## 1493     93.10000          NA    80.70000          NA          NA          NA
## 1506     98.81111          NA   125.99547          NA   110.21119          NA
## 1514           NA          NA    94.00000          NA    64.80000          NA
## 1925     86.79707          NA   100.11930          NA          NA    99.65937
## 2349     93.47399    58.80000   103.20500          NA          NA          NA
## 2413    117.90000    52.40000          NA          NA          NA          NA
## 2629           NA    85.05699   101.26270          NA          NA          NA
## 48             NA          NA          NA          NA          NA          NA
## 246      98.64694    97.72513   112.11325          NA          NA          NA
## 1428     93.01010          NA          NA          NA          NA          NA
## 14872    89.64182          NA   109.39796          NA          NA          NA
## 1503     92.83409    87.81102   108.61529          NA          NA          NA
## 16981   111.14711          NA   103.39744          NA          NA          NA
## 1700    111.66959   102.30903   101.32981          NA          NA          NA
## 2169           NA          NA          NA          NA          NA          NA
## 2178     94.91751          NA   114.02937          NA          NA          NA
## 2626     97.21333          NA    70.37000          NA          NA          NA
## 3951     98.20223          NA          NA          NA          NA          NA
## 1270           NA          NA    68.30000          NA    78.80000          NA
## 1315    100.50000          NA          NA          NA          NA          NA
## 1381     89.72500          NA   112.37222          NA          NA          NA
## 16531          NA          NA          NA          NA          NA          NA
## 1661     94.46009   104.50606    97.45545          NA          NA          NA
## 2027    103.25578          NA   106.95436          NA          NA          NA
## 2128    107.19757          NA   108.71479          NA          NA          NA
## 1220           NA    79.14366    92.06667          NA          NA          NA
## 1369           NA          NA   101.00000          NA          NA          NA
## 1392     55.75000    94.07821   107.41121          NA          NA          NA
## 1751    109.92643          NA   109.79007          NA          NA          NA
## 1988     92.39242    96.33750   121.10212          NA          NA          NA
## 2153    106.94090          NA   113.73022          NA          NA          NA
## 2167     98.83851          NA          NA          NA          NA          NA
## 2437     96.94400          NA    95.49444          NA          NA          NA
## 2454     90.81268    81.73333   103.35469          NA          NA          NA
## 2578           NA    99.95940          NA          NA   108.62386          NA
## 1097     96.17636    94.80000   103.79191          NA          NA          NA
## 1209           NA    76.10000   130.00000          NA          NA          NA
## 1335     91.11975          NA   109.81103          NA          NA          NA
## 1975     84.05278          NA   109.42350          NA          NA          NA
## 2187     96.88944          NA   112.23746          NA          NA          NA
## 2259     56.10000          NA    87.79216          NA          NA          NA
## 2341     93.14462          NA   102.99459          NA          NA          NA
## 2453     89.96641    91.39575   109.50488          NA          NA          NA
## 2522     92.96854          NA   101.81914          NA          NA          NA
## 574            NA    88.44699          NA          NA    89.86136          NA
## 590     108.46926          NA   108.64475          NA          NA          NA
## 983      98.71789    82.30000    99.40185   102.54209          NA   116.82530
## 1013     95.22397    84.48025          NA          NA    99.35789          NA
## 2076           NA          NA          NA          NA          NA          NA
## 2158    -11.50000    70.10000   125.40000          NA          NA          NA
## 2177           NA    87.28551    90.83689          NA          NA          NA
## 2324     87.07676          NA   102.42965          NA          NA          NA
## 182            NA    85.41585    95.65965          NA    99.57441          NA
## 212      98.27079    96.06972          NA          NA    99.26428          NA
## 333      92.20525    99.67378    99.20567          NA          NA          NA
## 609      91.18978          NA          NA          NA          NA          NA
## 1162     84.09149    82.14485          NA          NA   109.64019          NA
## 1286     58.70000    97.99955   110.55387          NA          NA          NA
## 1426     99.84265    97.95167          NA          NA          NA          NA
## 1611    100.38791    94.81019   101.91607          NA          NA          NA
## 1882    100.99969          NA   114.28856          NA          NA          NA
## 1958     99.63074    94.79266   113.17965   114.32352          NA          NA
## 2038     96.44888          NA   104.71552          NA          NA   115.87186
## 2467     56.50000    98.73671    94.81260          NA          NA          NA
## 756      92.30000          NA    66.10000          NA          NA          NA
## 780     106.48248          NA   103.88504    86.38414          NA          NA
## 991            NA    90.47769   104.02519          NA          NA          NA
## 1305    103.48068          NA   106.63333          NA          NA          NA
## 1373           NA          NA          NA          NA          NA          NA
## 1459     99.58380          NA   101.85195          NA   101.09600          NA
## 1594           NA          NA          NA          NA          NA          NA
## 1860           NA          NA          NA          NA          NA          NA
## 613      86.86491    94.97803    99.46695          NA          NA          NA
## 1108     98.89591    87.80276   106.63353          NA          NA          NA
## 2279    109.33333          NA   101.86500          NA          NA          NA
## 2310           NA          NA          NA          NA          NA          NA
## 2333    105.44845    85.10000          NA          NA          NA          NA
## 2348           NA    98.31629          NA          NA          NA          NA
## 2372           NA    89.54564   105.16020          NA          NA          NA
## 2526           NA    78.90000   103.50000          NA          NA          NA
## 2574     94.91452    58.76667   102.25789          NA   104.03429          NA
## 111      66.45714    85.22219    84.39134          NA          NA          NA
## 1438     85.33182    94.81231   112.68163          NA          NA          NA
## 15041    88.47895          NA   118.69091          NA          NA          NA
## 1811           NA          NA          NA          NA          NA          NA
## 2092     98.32308    71.55000    87.50000          NA          NA          NA
## 2131           NA          NA          NA          NA          NA          NA
## 2410    113.50000          NA          NA          NA          NA          NA
## 2539     97.28659          NA          NA    99.62346          NA          NA
## 1111     66.45714    85.22219    84.39134          NA          NA          NA
## 14381    85.33182    94.81231   112.68163          NA          NA          NA
## 15042    88.47895          NA   118.69091          NA          NA          NA
## 18111          NA          NA          NA          NA          NA          NA
## 20921    98.32308    71.55000    87.50000          NA          NA          NA
## 21311          NA          NA          NA          NA          NA          NA
## 24101   113.50000          NA          NA          NA          NA          NA
## 25391    97.28659          NA          NA    99.62346          NA          NA
## 529      91.37293          NA          NA          NA          NA          NA
## 638            NA    95.85455   109.50863          NA          NA          NA
## 951     104.91651          NA   101.90901          NA   104.41111   112.31325
## 1505     96.20260          NA          NA          NA          NA          NA
## 1614    108.97630          NA   109.14286          NA    93.36144          NA
## 1927    109.19259   102.74167          NA          NA    96.52261          NA
## 2481     86.98153          NA   102.09953          NA          NA          NA
## 2590    103.46940          NA          NA          NA   106.53471          NA
## 467      97.64559          NA   101.45992          NA          NA          NA
##       Pit_plus_FO Pitching_plus NumberofStuffPitches plus_stuff_pitches
## 479            NA      95.14252                    2                  2
## 532            NA      98.07501                    0                  0
## 1032           NA      98.66458                    1                  1
## 1042           NA     100.23722                    2                  2
## 1047           NA      99.26786                    1                  1
## 1964           NA      92.16672                    0                  0
## 2148           NA      90.71667                    0                  0
## 2154           NA            NA                    0                  0
## 2192           NA     103.36316                    2                  2
## 2241           NA      91.77831                    1                  1
## 447            NA     103.51765                    2                  2
## 490            NA      93.94822                    0                  0
## 496            NA      91.49205                    1                  1
## 923            NA     101.75376                    3                  3
## 1038           NA      97.03367                    1                  1
## 1960           NA            NA                    0                  0
## 1984           NA      90.17756                    0                  0
## 1996           NA      69.51111                    0                  0
## 2009           NA     101.23250                    1                  1
## 2051           NA     105.47439                    3                  3
## 2085           NA     105.42648                    3                  3
## 342            NA      97.60422                    2                  2
## 362            NA     104.76339                    2                  2
## 896            NA      92.69394                    1                  1
## 1195           NA     102.85822                    2                  2
## 1389           NA      95.48915                    1                  1
## 1393           NA      95.52813                    0                  0
## 1463           NA     103.80823                    2                  2
## 1767           NA     103.92731                    2                  2
## 2587           NA      84.05704                    0                  0
## 2607           NA      93.68370                    0                  0
## 137            NA     100.49031                    2                  2
## 258            NA      99.51893                    1                  1
## 377            NA      86.16527                    0                  0
## 1581           NA      78.00891                    0                  0
## 1640           NA      90.03023                    1                  1
## 2382           NA     100.24771                    2                  2
## 2503           NA     104.90483                    2                  2
## 2622           NA      94.71279                    1                  1
## 69             NA     100.94026                    2                  2
## 136            NA      95.34957                    1                  1
## 1101           NA      94.71066                    1                  1
## 1268           NA      97.47334                    0                  0
## 1279           NA     106.07179                    4                  4
## 1308           NA      95.93725                    1                  1
## 1324           NA      65.70000                    0                  0
## 1330           NA      96.00145                    1                  1
## 2104           NA      48.03333                    0                  0
## 2314           NA     111.50000                    2                  2
## 2381           NA      99.48061                    1                  1
## 55             NA      95.23156                    1                  1
## 1153           NA     101.09362                    3                  3
## 1439           NA      93.61500                    0                  0
## 1617           NA     101.03130                    2                  2
## 1653           NA      52.80000                    0                  0
## 1737           NA      98.26942                    2                  2
## 1926           NA     104.84050                    5                  5
## 2300           NA      92.35606                    0                  0
## 238            NA      99.71652                    1                  1
## 1077           NA      98.54978                    1                  1
## 1159           NA     105.78636                    3                  3
## 1253           NA     110.40000                    1                  1
## 1387           NA      99.39598                    2                  2
## 1450           NA      86.43333                    0                  0
## 1915           NA      92.71667                    2                  2
## 2483           NA     102.30000                    1                  1
## 612            NA      93.17015                    2                  2
## 1229           NA            NA                    0                  0
## 1231           NA     100.16930                    2                  2
## 1349           NA      91.70455                    0                  0
## 1553           NA     110.56609                    3                  3
## 1660           NA     102.08952                    1                  1
## 1663           NA      96.75006                    1                  1
## 1959           NA            NA                    0                  0
## 6121           NA      93.17015                    2                  2
## 12291          NA            NA                    0                  0
## 12311          NA     100.16930                    2                  2
## 13491          NA      91.70455                    0                  0
## 15531          NA     110.56609                    3                  3
## 16601          NA     102.08952                    1                  1
## 16631          NA      96.75006                    1                  1
## 19591          NA            NA                    0                  0
## 476            NA      99.16354                    2                  2
## 527            NA      93.65373                    1                  1
## 576            NA      91.27757                    1                  1
## 2047           NA      90.15714                    0                  0
## 2118           NA      96.05343                    0                  0
## 2133           NA      98.97730                    2                  2
## 2134           NA      70.94091                    0                  0
## 2139           NA      91.73199                    0                  0
## 2181           NA      98.54458                    1                  1
## 2190           NA      85.33941                    0                  0
## 2205           NA     116.74170                    3                  3
## 2206           NA     102.19660                    1                  1
## 758            NA     104.54447                    2                  2
## 820            NA      95.91626                    1                  1
## 1535           NA      97.52439                    0                  0
## 1546           NA     108.14599                    3                  3
## 1555           NA      92.34161                    0                  0
## 1618           NA     112.66812                    4                  4
## 1684           NA      98.17463                    1                  1
## 1740           NA      94.63351                    1                  1
## 1746           NA     104.88052                    2                  2
## 2515           NA     104.47105                    1                  1
## 2577           NA     101.89448                    2                  2
## 537            NA      94.23333                    1                  1
## 960            NA     103.62724                    2                  2
## 1068           NA      96.33190                    1                  1
## 12531          NA     110.40000                    1                  1
## 1301           NA      98.73462                    2                  2
## 1487           NA      94.60556                    1                  1
## 1508           NA      94.40268                    0                  0
## 1735           NA      99.84153                    3                  3
## 2294           NA     100.02727                    0                  0
## 805            NA      98.78313                    2                  2
## 1563           NA      99.11995                    1                  1
## 1576           NA            NA                    0                  0
## 1578           NA      95.79927                    1                  1
## 1588           NA     121.62000                    1                  1
## 1606           NA     106.51476                    3                  3
## 1644           NA      89.25429                    1                  1
## 1650           NA      98.78849                    1                  1
## 1655           NA      74.60000                    0                  0
## 1679           NA      98.53504                    1                  1
## 1698           NA     107.77113                    3                  3
## 1712           NA            NA                    0                  0
## 1722           NA      92.23931                    0                  0
## 1745           NA     100.27337                    2                  2
## 2562           NA      81.39302                    0                  0
## 366            NA      99.24949                    4                  4
## 389            NA     101.02882                    1                  1
## 424            NA     106.32174                    2                  2
## 1627           NA            NA                    0                  0
## 1668           NA     103.05491                    3                  3
## 2123           NA      87.25000                    0                  0
## 2146           NA     102.12765                    2                  2
## 21811          NA      98.54458                    1                  1
## 231            NA     100.99532                    2                  2
## 592            NA      98.23288                    1                  1
## 813            NA      87.69398                    0                  0
## 1088           NA      95.29802                    1                  1
## 1449           NA     108.87860                    4                  4
## 1670           NA      99.36931                    2                  2
## 1945           NA     101.61031                    2                  2
## 2306           NA     141.00000                    2                  2
## 2527           NA      95.81413                    0                  0
## 340            NA      99.87510                    2                  2
## 429            NA      93.91243                    1                  1
## 807            NA     117.07755                    4                  4
## 9231           NA     101.75376                    3                  3
## 1867           NA      97.05581                    2                  2
## 1956           NA      96.88713                    1                  1
## 2334           NA      89.52381                    1                  1
## 2450           NA      98.94716                    2                  2
## 372            NA     100.05977                    2                  2
## 412            NA      87.37143                    1                  1
## 775            NA      92.39789                    2                  2
## 1358           NA      77.95714                    1                  1
## 1448           NA      87.45376                    0                  0
## 1899           NA      93.44130                    2                  2
## 1939           NA      39.48276                    0                  0
## 2302           NA      99.05000                    1                  1
## 347            NA     101.95569                    1                  1
## 743            NA     106.62639                    4                  4
## 1374           NA      66.79286                    0                  0
## 1376           NA      89.06667                    0                  0
## 14871          NA      94.60556                    1                  1
## 1509           NA     104.15789                    3                  3
## 1874           NA      89.61154                    1                  1
## 2270           NA      87.06928                    1                  1
## 711            NA     113.78806                    5                  5
## 10421          NA     100.23722                    2                  2
## 1161           NA     102.20419                    1                  1
## 1235           NA     104.12887                    2                  2
## 1300           NA            NA                    0                  0
## 1320           NA      96.20041                    1                  1
## 2238           NA      99.99333                    3                  3
## 2569           NA      97.16730                    2                  2
## 395            NA     106.00021                    1                  1
## 1429           NA     105.23243                    2                  2
## 1440           NA     113.61429                    2                  2
## 1443           NA      96.92500                    0                  0
## 1474           NA     104.88792                    2                  2
## 1501           NA      99.33930                    1                  1
## 1502           NA     103.92895                    2                  2
## 1504           NA     107.65192                    1                  1
## 1516           NA     104.39646                    1                  1
## 1922           NA      97.22115                    0                  0
## 222            NA     105.19308                    3                  3
## 4791           NA      95.14252                    2                  2
## 1254           NA     101.83384                    2                  2
## 1343           NA     119.13333                    1                  1
## 1671           NA     102.16912                    3                  3
## 1705           NA     105.06226                    2                  2
## 1719           NA     102.76731                    1                  1
## 1830           NA     100.58444                    2                  2
## 1172           NA      99.73655                    1                  1
## 11951          NA     102.85822                    2                  2
## 1311           NA      88.19396                    1                  1
## 1313           NA      95.37013                    0                  0
## 1353           NA     106.76414                    2                  2
## 1360           NA      86.08554                    1                  1
## 1895           NA      94.19352                    2                  2
## 1983           NA      86.20000                    0                  0
## 2248           NA      94.41780                    1                  1
## 2357           NA     108.04966                    4                  4
## 226            NA     104.95134                    3                  3
## 480            NA     105.18471                    3                  3
## 845            NA      98.08223                    2                  2
## 1552           NA      86.67565                    1                  1
## 1609           NA     103.89913                    2                  2
## 1703           NA    -140.90000                    0                  0
## 1728           NA     100.99212                    2                  2
## 2145           NA     108.96977                    2                  2
## 249            NA     101.49155                    2                  2
## 251            NA     101.46912                    2                  2
## 506            NA      96.51015                    1                  1
## 556            NA      93.91515                    2                  2
## 1208           NA      98.94038                    1                  1
## 1283           NA     102.57724                    1                  1
## 1284           NA     103.26837                    2                  2
## 2345           NA      88.54073                    0                  0
## 2565           NA      89.44968                    1                  1
## 317            NA     105.79273                    2                  2
## 335            NA     105.71362                    2                  2
## 663            NA      97.63043                    1                  1
## 1333           NA     102.53605                    1                  1
## 1475           NA     101.42564                    1                  1
## 19961          NA      69.51111                    0                  0
## 2113           NA     114.13872                    2                  2
## 2368           NA      95.95667                    1                  1
## 22             NA     108.38202                    2                  2
## 63             NA     108.36241                    2                  2
## 168            NA     108.24719                    2                  2
## 174            NA     108.55171                    2                  2
## 673            NA      97.93119                    3                  3
## 1177           NA     100.29456                    3                  3
## 1180           NA     108.44687                    2                  2
## 1260           NA      97.78621                    2                  2
## 1744           NA      96.58994                    1                  1
## 1759           NA     105.35990                    2                  2
## 2222           NA      97.06371                    1                  1
## 2362           NA      88.67249                    0                  0
## 2530           NA      74.43654                    0                  0
## 2600           NA     103.40859                    3                  3
## 2641           NA      93.71194                    0                  0
## 7581           NA     104.54447                    2                  2
## 1178           NA      97.28347                    1                  1
## 1287           NA     100.47153                    2                  2
## 1445           NA     109.26471                    1                  1
## 19561          NA      96.88713                    1                  1
## 2229           NA      98.03626                    1                  1
## 2246           NA      84.35941                    0                  0
## 2312           NA      95.83478                    2                  2
## 2412           NA      91.78735                    0                  0
## 173            NA     110.94228                    2                  2
## 315            NA     111.00768                    2                  2
## 376            NA     110.94826                    2                  2
## 1630           NA      90.60000                    0                  0
## 1646           NA      97.31137                    1                  1
## 1683           NA     101.64063                    2                  2
## 1891           NA      99.10272                    0                  0
## 1930           NA     114.47236                    3                  3
## 2007           NA     100.99980                    1                  1
## 2252           NA      88.36000                    0                  0
## 2471           NA      90.77500                    0                  0
## 2511           NA      97.43591                    1                  1
## 152            NA     109.19231                    2                  2
## 307            NA     109.83155                    2                  2
## 414            NA     109.06931                    2                  2
## 1185           NA     106.77634                    3                  3
## 1331           NA      98.61657                    4                  4
## 1351           NA     101.08696                    2                  2
## 1565           NA      32.38889                    0                  0
## 1718           NA      53.10000                    0                  0
## 1808           NA     119.30833                    1                  1
## 2013           NA     105.84775                    4                  4
## 2031           NA            NA                    0                  0
## 2090           NA      96.73943                    0                  0
## 598            NA      91.07018                    0                  0
## 1155           NA     101.95608                    2                  2
## 13581          NA      77.95714                    1                  1
## 1533           NA      99.66929                    2                  2
## 2025           NA      97.31965                    1                  1
## 2035           NA     100.24853                    1                  1
## 2307           NA     100.70141                    2                  2
## 2498           NA      92.78060                    0                  0
## 5321           NA      98.07501                    0                  0
## 975            NA     100.69764                    2                  2
## 1040           NA      95.69865                    1                  1
## 1214           NA      98.56923                    1                  1
## 1612           NA            NA                    0                  0
## 2006           NA            NA                    0                  0
## 2338           NA      89.86522                    1                  1
## 2504           NA      90.19739                    0                  0
## 2536           NA     100.49016                    2                  2
## 279            NA     107.78917                    2                  2
## 351            NA     107.34337                    2                  2
## 1336           NA      95.41900                    1                  1
## 13492          NA      91.70455                    0                  0
## 1356           NA     101.74617                    2                  2
## 1417           NA      91.05541                    1                  1
## 15091          NA     104.15789                    3                  3
## 1542           NA     103.89048                    3                  3
## 2055           NA      97.10404                    2                  2
## 2273           NA      92.92727                    1                  1
## 2499           NA      96.65854                    1                  1
## 2566           NA      96.79500                    2                  2
## 51             NA      91.78498                    0                  0
## 365            NA      91.90542                    0                  0
## 552            NA      97.95745                    1                  1
## 630            NA     104.36201                    3                  3
## 1493           NA      89.45294                    0                  0
## 1506           NA     114.83494                    2                  2
## 1514           NA      86.70000                    0                  0
## 1925           NA      93.42263                    1                  1
## 2349           NA      97.66711                    1                  1
## 2413           NA      76.61500                    1                  1
## 2629           NA      92.44831                    1                  1
## 48             NA     108.68139                    1                  1
## 246            NA     106.99176                    1                  1
## 1428           NA      94.82735                    1                  1
## 14872          NA      94.60556                    1                  1
## 1503           NA      95.17900                    1                  1
## 16981          NA     107.77113                    3                  3
## 1700           NA     105.27782                    3                  3
## 2169           NA      44.70000                    0                  0
## 2178           NA     104.29401                    3                  3
## 2626           NA      95.80305                    0                  0
## 3951           NA     106.00021                    1                  1
## 1270           NA      75.95000                    0                  0
## 1315           NA     108.42673                    3                  3
## 1381           NA      97.99559                    2                  2
## 16531          NA      52.80000                    0                  0
## 1661           NA      98.86619                    2                  2
## 2027           NA     103.85759                    3                  3
## 2128           NA     105.23405                    2                  2
## 1220           NA      91.27185                    1                  1
## 1369           NA      43.20000                    1                  1
## 1392           NA      98.37446                    1                  1
## 1751           NA     109.77008                    2                  2
## 1988           NA     111.92132                    1                  1
## 2153           NA     106.56667                    2                  2
## 2167           NA      98.99476                    0                  0
## 2437           NA     100.00000                    1                  1
## 2454           NA      94.50217                    1                  1
## 2578           NA     103.47722                    1                  1
## 1097           NA     101.17405                    2                  2
## 1209           NA     103.05000                    1                  1
## 1335           NA     102.76739                    2                  2
## 1975           NA     101.86381                    1                  1
## 2187           NA     105.92100                    1                  1
## 2259           NA      74.60862                    1                  1
## 2341           NA      95.00140                    1                  1
## 2453           NA      96.63185                    1                  1
## 2522           NA      96.45303                    1                  1
## 574            NA      95.32831                    1                  1
## 590            NA     106.40150                    2                  2
## 983            NA     102.15238                    2                  2
## 1013           NA      97.39544                    1                  1
## 2076           NA      79.82500                    0                  0
## 2158           NA      87.32308                    1                  1
## 2177           NA      88.64355                    0                  0
## 2324           NA      92.37563                    1                  1
## 182            NA      97.16424                    0                  0
## 212            NA      97.04110                    0                  0
## 333            NA      97.26360                    0                  0
## 609            NA      92.80295                    0                  0
## 1162           NA      93.84484                    2                  2
## 1286           NA     101.49538                    1                  1
## 1426           NA     102.10977                    1                  1
## 1611           NA      94.88729                    2                  2
## 1882           NA     104.80711                    2                  2
## 1958           NA     104.71590                    2                  2
## 2038           NA     103.14146                    2                  2
## 2467           NA      98.09294                    0                  0
## 756            NA      88.37209                    1                  1
## 780            NA     103.25201                    2                  2
## 991            NA      95.10972                    1                  1
## 1305           NA     105.01622                    4                  4
## 1373           NA            NA                    0                  0
## 1459           NA     100.27407                    3                  3
## 1594           NA     -19.90000                    0                  0
## 1860           NA      98.91250                    0                  0
## 613            NA      90.88986                    0                  0
## 1108           NA     100.65049                    3                  3
## 2279           NA     107.03538                    2                  2
## 2310           NA      65.60000                    0                  0
## 2333           NA     103.26265                    1                  1
## 2348           NA     100.36298                    2                  2
## 2372           NA      92.95993                    1                  1
## 2526           NA      86.72727                    1                  1
## 2574           NA      97.83390                    2                  2
## 111            NA      85.40971                    0                  0
## 1438           NA      97.02961                    2                  2
## 15041          NA     107.65192                    1                  1
## 1811           NA            NA                    0                  0
## 2092           NA      86.16667                    1                  1
## 2131           NA            NA                    0                  0
## 2410           NA     109.54138                    3                  3
## 2539           NA     101.06200                    1                  1
## 1111           NA      85.40971                    0                  0
## 14381          NA      97.02961                    2                  2
## 15042          NA     107.65192                    1                  1
## 18111          NA            NA                    0                  0
## 20921          NA      86.16667                    1                  1
## 21311          NA            NA                    0                  0
## 24101          NA     109.54138                    3                  3
## 25391          NA     101.06200                    1                  1
## 529            NA      94.86048                    0                  0
## 638            NA     101.63300                    2                  2
## 951            NA     105.43888                    4                  4
## 1505           NA      98.19568                    1                  1
## 1614           NA     102.37452                    2                  2
## 1927           NA     100.52779                    3                  3
## 2481           NA      95.48622                    2                  2
## 2590           NA     104.51765                    3                  3
## 467            NA     103.33583                    2                  2
##            xwoba    xwoba_r   xwoba_l      K_pct     BB_pct   K_per_9
## 479   0.31962500 0.26854839 0.3676061 0.18748750 0.10941250  8.276786
## 532   0.36508036 0.32645333 0.4433784 0.16962411 0.15179821  7.704270
## 1032  0.31024170 0.32145833 0.2737401 0.25730000 0.05440000  9.736078
## 1042  0.27678723 0.34381481 0.1863000 0.23400000 0.04260000  8.485690
## 1047  0.28752632 0.32135294 0.0000000 0.21050000 0.00000000  7.714280
## 1964  0.35687500 0.34639474 0.3790000 0.19300000 0.07020000  9.281256
## 2148  0.48246154 0.62442857 0.3168333 0.07690000 0.07690000  4.500000
## 2154  0.32950000 0.30050000 0.4165000 0.00000000 0.00000000  0.000000
## 2192  0.28593103 0.20993333 0.3673571 0.16670000 0.13330000  6.428571
## 2241  0.33154167 0.27670370 0.4020476 0.10420000 0.04170000  4.090909
## 447   0.32163743 0.34063366 0.2942286 0.20351395 0.04651395  7.473493
## 490   0.31337618 0.31268159 0.3145593 0.17790675 0.07977791  7.061780
## 496   0.36312500 0.35206164 0.3862000 0.13123484 0.07690317  5.308367
## 923   0.31360248 0.30821591 0.3200959 0.22840000 0.08640000  8.919650
## 1038  0.30192430 0.29805063 0.3214574 0.21850000 0.10140000  8.353939
## 1960  0.36000000 0.43566667 0.2843333 0.00000000 0.00000000  0.000000
## 1984  0.39090741 0.35945455 0.4403333 0.12730000 0.10910000  5.108122
## 1996  0.52520000 0.35866667 0.5965714 0.00000000 0.10000000  0.000000
## 2009  0.27647368 0.32328571 0.1454000 0.26320000 0.10530000  9.000000
## 2051  0.37173404 0.35360345 0.4009444 0.12630000 0.07370000  5.225798
## 2085  0.32351724 0.31143333 0.3503704 0.18390000 0.08050000  7.322033
## 342   0.43691603 0.41692754 0.4591613 0.08331970 0.09092045  3.810000
## 362   0.32179144 0.32592784 0.3173333 0.19526623 0.03165356  7.435721
## 896   0.38644681 0.30388235 0.4332333 0.06380000 0.12770000  2.892858
## 1195  0.29904167 0.28347134 0.3284940 0.23970000 0.09090000  8.897733
## 1389  0.39300000 0.42391429 0.3479167 0.21310000 0.09840000  9.486512
## 1393  0.46600000 0.42475000 0.4990000 0.00000000 0.00000000  0.000000
## 1463  0.27747525 0.28560656 0.2650750 0.26730000 0.11880000  9.592118
## 1767  0.26269231 0.21887500 0.3328000 0.23080000 0.00000000  8.265323
## 2587  0.28477143 0.28645000 0.2825333 0.31430000 0.05710000 11.880005
## 2607  0.39237879 0.41325581 0.3533478 0.16670000 0.13640000  6.750017
## 137   0.33279273 0.32670000 0.3401040 0.22384477 0.10110469  8.910123
## 258   0.27425616 0.28642308 0.2614747 0.22055245 0.11766176  8.610931
## 377   0.33965854 0.27707500 0.3992619 0.10842892 0.08434217  4.500000
## 1581  0.38621053 0.49916667 0.1925714 0.05260000 0.05260000  2.250000
## 1640  0.34367742 0.34177778 0.3463077 0.16130000 0.19350000  6.749997
## 2382  0.29034118 0.29552229 0.2820408 0.15910000 0.05300000  6.064174
## 2503  0.29308571 0.30645902 0.2536129 0.26120000 0.08980000  9.818176
## 2622  0.33029167 0.40311538 0.2442273 0.25000000 0.12500000 10.800000
## 69    0.29957006 0.30838372 0.2888944 0.28570984 0.08254540 10.768545
## 136   0.30880556 0.33571074 0.2745368 0.21098991 0.09631972  8.351358
## 1101  0.37466497 0.38031530 0.3481739 0.15700000 0.07220000  6.200000
## 1268  0.30418834 0.26705785 0.3482353 0.17860000 0.09820000  7.058824
## 1279  0.28882022 0.23861702 0.3450000 0.22960000 0.09260000  8.718750
## 1308  0.30167000 0.31302174 0.2920000 0.29000000 0.14000000 11.347826
## 1324  0.16900000 0.16900000        NA 0.00000000 0.00000000  0.000000
## 1330  0.28905696 0.28009554 0.2979057 0.29970000 0.16400000 11.820282
## 2104  0.46320000 0.77066667 0.0020000 0.20000000 0.20000000  9.000000
## 2314  0.18362500 0.17916667 0.1970000 0.37500000 0.08330000 12.149994
## 2381  0.31463107 0.38965517 0.2179333 0.28710000 0.11000000 11.328687
## 55    0.33527255 0.29118216 0.3844855 0.16827099 0.06575609  6.584815
## 1153  0.29050296 0.30057600 0.2618864 0.19650000 0.04620000  7.714279
## 1439  0.58090476 0.69000000 0.3627143 0.04760000 0.09520000  1.928570
## 1617  0.29015498 0.32862893 0.2355357 0.25370000 0.06620000  9.553846
## 1653  0.39677778 0.42250000 0.3453333 0.00000000 0.00000000  0.000000
## 1737  0.29429231 0.27112571 0.3419882 0.21800000 0.06390000  7.714282
## 1926  0.27867368 0.25724038 0.3045930 0.31940000 0.10990000 11.517475
## 2300  0.33317647 0.31010000 0.3661429 0.17650000 0.17650000  9.000000
## 238   0.32101909 0.33021972 0.3110000 0.20087249 0.08737074  7.813255
## 1077  0.29936935 0.30963198 0.2642087 0.24610000 0.09770000  9.529412
## 1159  0.32660000 0.29957143 0.3896667 0.30000000 0.20000000 13.500000
## 1253  0.06500000 0.06500000        NA 0.00000000 0.00000000  0.000000
## 1387  0.30845455 0.28266667 0.3494118 0.20450000 0.09090000  7.363636
## 1450  0.36337500 0.36066667 0.3650000 0.00000000 0.12500000  0.000000
## 1915  0.39286957 0.43806250 0.2895714 0.17390000 0.17390000  9.000000
## 2483  0.48840000 0.58066667 0.3500000 0.20000000 0.20000000  9.000000
## 612   0.35900000 0.37799160 0.3025000 0.17395590 0.11180435  7.285791
## 1229  0.49957143 0.39350000 0.7647500 0.07140000 0.00000000  3.374996
## 1231  0.28950000 0.25738889 0.3376667 0.23330000 0.03330000  7.875000
## 1349  0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 1553  0.30690840 0.30653552 0.3077722 0.24330000 0.04940000  9.240646
## 1660  0.30308411 0.31353030 0.2862683 0.20560000 0.10280000  8.250000
## 1663  0.27834343 0.27604000 0.2806939 0.27270000 0.10610000 10.195797
## 1959  0.57575000 0.40500000 0.7465000 0.00000000 0.00000000  0.000000
## 6121  0.35900000 0.37799160 0.3025000 0.17395590 0.11180435  7.285791
## 12291 0.49957143 0.39350000 0.7647500 0.07140000 0.00000000  3.374996
## 12311 0.28950000 0.25738889 0.3376667 0.23330000 0.03330000  7.875000
## 13491 0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 15531 0.30690840 0.30653552 0.3077722 0.24330000 0.04940000  9.240646
## 16601 0.30308411 0.31353030 0.2862683 0.20560000 0.10280000  8.250000
## 16631 0.27834343 0.27604000 0.2806939 0.27270000 0.10610000 10.195797
## 19591 0.57575000 0.40500000 0.7465000 0.00000000 0.00000000  0.000000
## 476   0.30700000 0.29902299 0.3178437 0.22365921 0.11843026  8.495565
## 527   0.35533754 0.36942857 0.3073889 0.21383774 0.10066415  8.848547
## 576   0.38459701 0.38256790 0.3876981 0.20891642 0.14176866  9.186656
## 2047  0.07166667 0.07166667        NA 0.00000000 0.00000000  0.000000
## 2118  0.31180000 0.25286713 0.3838291 0.23660000 0.09540000  8.497457
## 2133  0.29690400 0.28015094 0.3261758 0.27090000 0.14340000 11.127273
## 2134  0.60166667 0.40400000 0.9970000 0.00000000 0.00000000  0.000000
## 2139  0.29664557 0.34520930 0.2386389 0.28750000 0.12500000 11.500000
## 2181  0.36520000 0.52525000 0.2585000 0.30000000 0.15000000 14.727259
## 2190  0.43044776 0.40826667 0.4758182 0.08960000 0.16420000  4.050010
## 2205  0.28477211 0.30142466 0.2683446 0.21190000 0.05300000  7.926602
## 2206  0.35372917 0.31529464 0.4075375 0.23080000 0.09740000  9.418605
## 758   0.28360870 0.25016602 0.3156889 0.29270000 0.08260000 10.772407
## 820   0.32863845 0.32594322 0.3320560 0.17890000 0.09120000  6.833764
## 1535  0.33662857 0.33881967 0.3335909 0.21500000 0.12150000  8.871441
## 1546  0.25918341 0.28592800 0.2270385 0.36170000 0.06810000 13.265889
## 1555  0.29839568 0.26851111 0.3532857 0.28370000 0.14890000 11.250000
## 1618  0.26311765 0.32690000 0.1720000 0.35290000 0.05880000 10.800000
## 1684  0.30504211 0.32636364 0.2818462 0.21130000 0.14430000  8.261188
## 1740  0.31258000 0.32514706 0.2858750 0.19610000 0.09800000  8.181818
## 1746  0.38792857 0.24537500 0.5780000 0.14290000 0.21430000  6.749991
## 2515  0.31408511 0.26303448 0.3963333 0.12500000 0.00000000  4.909091
## 2577  0.25712613 0.27929851 0.2233636 0.37610000 0.09400000 13.655172
## 537   0.37994505 0.39689706 0.3298261 0.14130217 0.08691522  5.771748
## 960   0.31207810 0.31136951 0.3127741 0.27300000 0.10080000 10.881356
## 1068  0.34920354 0.36782979 0.2570526 0.14160000 0.03540000  5.333333
## 12531 0.06500000 0.06500000        NA 0.00000000 0.00000000  0.000000
## 1301  0.31299099 0.31863077 0.3050217 0.18750000 0.06250000  6.914643
## 1487  0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1508  0.29376471 0.23738028 0.3771667 0.27500000 0.13330000 11.278495
## 1735  0.27551515 0.21000000 0.3901667 0.18180000 0.09090000  6.230767
## 2294  0.20361538 0.09033333 0.4585000 0.61540000 0.00000000 18.000000
## 805   0.33626087 0.32347059 0.3725000 0.21740000 0.08700000  9.642851
## 1563  0.37712281 0.39376389 0.3485952 0.18970000 0.09480000  7.867555
## 1576  0.18150000 0.23733333 0.0140000 0.25000000 0.25000000  9.000000
## 1578  0.33796970 0.38628571 0.2534167 0.18180000 0.15150000  7.714286
## 1588  0.23900000 0.23900000        NA 0.00000000 0.00000000  0.000000
## 1606  0.22771064 0.25141722 0.1850952 0.31650000 0.07170000 10.657900
## 1644  0.37633333 0.42864286 0.3031000 0.00000000 0.08330000  0.000000
## 1650  0.32583784 0.31143478 0.3495000 0.24320000 0.10810000  9.000000
## 1655  0.47175000 0.49133333 0.4130000 0.00000000 0.00000000  0.000000
## 1679  0.28800000 0.29412381 0.2760926 0.23600000 0.11180000  9.079638
## 1698  0.35727941 0.37618868 0.2904667 0.21740000 0.04350000  7.941176
## 1712  0.50985714 0.28825000 0.8053333 0.00000000 0.28570000  0.000000
## 1722  0.33470130 0.27398276 0.5200526 0.16880000 0.10390000  7.019999
## 1745  0.31494488 0.28209211 0.3639020 0.20610000 0.12980000  8.010998
## 2562  0.40352381 0.40814286 0.3942857 0.17460000 0.19050000  7.815769
## 366   0.35722598 0.35362457 0.3611487 0.19361652 0.07106750  7.935424
## 389   0.25712963 0.27319355 0.2354783 0.29627222 0.09260556 10.181818
## 424   0.26646667 0.25025000 0.2886579 0.25554667 0.02218667  8.872144
## 1627  0.43542857 0.46660000 0.3575000 0.14290000 0.42860000  9.000000
## 1668  0.35468512 0.33004636 0.3816449 0.23470000 0.09860000  9.703125
## 2123  0.03950000 0.07200000 0.0070000 0.00000000 0.00000000  0.000000
## 2146  0.28522695 0.25601714 0.3330000 0.28420000 0.11230000 11.101517
## 21811 0.36520000 0.52525000 0.2585000 0.30000000 0.15000000 14.727259
## 231   0.35696875 0.35769565 0.3551111 0.25000000 0.03123750  9.962742
## 592   0.31111508 0.34307792 0.2608878 0.18355664 0.11325898  7.337212
## 813   0.42425926 0.29350000 0.5288667 0.14810000 0.03700000  8.307698
## 1088  0.33569364 0.35225342 0.2461481 0.15520000 0.09200000  6.075000
## 1449  0.29268142 0.25233083 0.3503871 0.26640000 0.05680000  9.201112
## 1670  0.35116923 0.35192857 0.3502833 0.17620000 0.09960000  6.977532
## 1945  0.31007985 0.29959236 0.3256132 0.19850000 0.08990000  7.994409
## 2306  0.17150000 0.24950000 0.0935000 0.25000000 0.00000000  9.000000
## 2527  0.32082326 0.33688961 0.2802623 0.13510000 0.06310000  5.259744
## 340   0.31859916 0.29948980 0.3498111 0.27424557 0.11812278 10.259379
## 429   0.32951454 0.31272385 0.3488077 0.20934699 0.09130200  7.735958
## 807   0.23471849 0.24080672 0.2286303 0.42680000 0.03350000 14.269438
## 9231  0.31360248 0.30821591 0.3200959 0.22840000 0.08640000  8.919650
## 1867  0.46363636 0.49000000 0.4320000 0.18180000 0.09090000  6.749991
## 1956  0.52846429 0.53005556 0.5256000 0.10710000 0.10710000  6.750000
## 2334  0.17740000 0.18350000 0.1733333 0.00000000 0.00000000  0.000000
## 2450  0.30219340 0.33520000 0.2630619 0.26390000 0.12040000 10.192059
## 372   0.34420062 0.31991176 0.3659327 0.22772077 0.10150231  9.235100
## 412   0.41001980 0.35975385 0.5007778 0.12874455 0.11884752  6.048646
## 775   0.41206061 0.51166667 0.2925333 0.18180000 0.15150000  8.526320
## 1358  0.32550000 0.02300000 0.4263333 0.00000000 0.25000000  0.000000
## 1448  0.42164550 0.39203704 0.4611235 0.16670000 0.13020000  7.322040
## 1899  0.27571429 0.27481818 0.2790000 0.07140000 0.00000000  3.000000
## 1939  0.26587500 0.21877778 0.3264286 0.00000000 0.06250000  0.000000
## 2302  0.23594118 0.20900000 0.2853333 0.22220000 0.05560000  9.818173
## 347   0.30051765 0.30021495 0.3010317 0.20112759 0.10349310  7.439481
## 743   0.28755368 0.25686005 0.3152202 0.24010000 0.05970000  8.795771
## 1374  0.66875000 0.73150000 0.6060000 0.00000000 0.50000000  0.000000
## 1376  0.33940909 0.32683333 0.3545000 0.25000000 0.11360000 11.423073
## 14871 0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1509  0.24857143 0.12283333 0.3428750 0.28570000 0.07140000  9.818173
## 1874  0.36040000 0.26900000 0.4213333 0.00000000 0.00000000  0.000000
## 2270  0.43179070 0.43087500 0.4329474 0.13950000 0.13950000  6.230767
## 711   0.27233379 0.26978431 0.2756151 0.33470000 0.05650000 12.060684
## 10421 0.27678723 0.34381481 0.1863000 0.23400000 0.04260000  8.485690
## 1161  0.31487308 0.36068831 0.2483113 0.22260000 0.09430000  8.211336
## 1235  0.31303876 0.31086842 0.3161509 0.26820000 0.11110000  9.895283
## 1300  0.37925000 0.46333333 0.1270000 0.00000000 0.00000000  0.000000
## 1320  0.37712941 0.35752679 0.4149828 0.21640000 0.12280000  9.424537
## 2238  0.34465217 0.39929412 0.1898333 0.13040000 0.00000000  5.400000
## 2569  0.29812167 0.31238012 0.2716196 0.29210000 0.13480000 12.034292
## 395   0.29092628 0.29036723 0.2916593 0.33333333 0.11112222 12.990105
## 1429  0.25891379 0.27242424 0.2410800 0.31030000 0.01720000 11.045429
## 1440  0.09700000 0.13650000 0.0180000 0.33330000 0.00000000  9.000000
## 1443  0.30333735 0.32295139 0.2764381 0.31080000 0.08760000 10.911906
## 1474  0.34813167 0.36262420 0.3297823 0.26600000 0.10990000 10.657900
## 1501  0.35456962 0.31156522 0.4145152 0.17280000 0.08640000  7.269245
## 1502  0.26104286 0.23965934 0.3007551 0.34040000 0.12060000 12.831671
## 1504  0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 1516  0.30720370 0.34542857 0.2660385 0.23210000 0.07140000  8.775022
## 1922  0.33648000 0.37917647 0.2457500 0.16000000 0.16000000  6.352938
## 222   0.26998400 0.26181208 0.2820396 0.24801772 0.04327362  8.663390
## 4791  0.31962500 0.26854839 0.3676061 0.18748750 0.10941250  8.276786
## 1254  0.31435417 0.28039216 0.3528444 0.28210000 0.09740000 10.683461
## 1343  0.18300000 0.18300000        NA 0.00000000 0.00000000  0.000000
## 1671  0.34045833 0.31331148 0.3877714 0.12500000 0.03130000  4.563374
## 1705  0.25849682 0.26988750 0.2466623 0.28660000 0.07640000 10.296618
## 1719  0.29551613 0.29424779 0.2974795 0.23530000 0.06420000  9.428571
## 1830  0.24979167 0.20881250 0.3317500 0.25000000 0.04170000 10.800000
## 1172  0.29748000 0.24732143 0.3613182 0.18000000 0.08000000  6.750000
## 11951 0.29904167 0.28347134 0.3284940 0.23970000 0.09090000  8.897733
## 1311  0.32110791 0.31088571 0.3314783 0.28780000 0.17990000 11.489374
## 1313  0.30784868 0.32686905 0.2843529 0.19480000 0.09740000  7.570087
## 1353  0.25794222 0.20483654 0.3035868 0.38500000 0.12390000 14.500000
## 1360  0.34179825 0.31277922 0.4021892 0.14530000 0.10260000  6.557152
## 1895  0.36504444 0.35146429 0.3874118 0.15560000 0.18890000  7.411765
## 1983  0.58583333 0.54777778 0.7000000 0.08330000 0.25000000  4.500000
## 2248  0.39247619 0.32323333 0.4848000 0.20560000 0.14020000  9.281265
## 2357  0.28101316 0.30896226 0.2166087 0.21050000 0.07890000  7.322021
## 226   0.32908696 0.28745070 0.3962727 0.19329412 0.05882017  7.768298
## 480   0.32974021 0.35037158 0.2912143 0.25091767 0.06007774  9.282812
## 845   0.33019751 0.33001445 0.3304108 0.22760000 0.08360000  9.187500
## 1552  0.43993103 0.46223529 0.4083333 0.10340000 0.24140000  4.764703
## 1609  0.26527049 0.24665035 0.2916337 0.23480000 0.06480000  8.557377
## 1703  0.33575000         NA 0.3357500 0.00000000 0.00000000  0.000000
## 1728  0.32402353 0.30945652 0.3412051 0.25880000 0.10590000 11.423099
## 2145  0.27875000 0.23783333 0.4015000 0.50000000 0.00000000 18.000000
## 249   0.26059048 0.26830769 0.2500301 0.27131136 0.08515804  9.968130
## 251   0.30838542 0.33755556 0.2708810 0.29085714 0.10710408 11.745910
## 506   0.34356343 0.33643333 0.3626096 0.21431978 0.07505000  8.321701
## 556   0.34228972 0.37532051 0.2534483 0.11112500 0.12960648  4.771643
## 1208  0.28623735 0.28196914 0.2935158 0.23170000 0.08110000  8.756752
## 1283  0.31738000 0.31487500 0.3200082 0.16730000 0.03980000  5.875651
## 1284  0.30725000 0.30599065 0.3087640 0.26400000 0.09140000 10.173913
## 2345  0.33069388 0.33230556 0.3291467 0.20270000 0.10140000  8.265298
## 2565  0.34712727 0.31634286 0.4010000 0.25000000 0.17860000 10.356179
## 317   0.23015152 0.25144706 0.1916383 0.25000000 0.05300909  8.983411
## 335   0.27598742 0.27428302 0.2793962 0.29192609 0.08693416 11.043748
## 663   0.35183105 0.37350588 0.2766327 0.11311855 0.08595339  4.363951
## 1333  0.28178740 0.26931250 0.2944603 0.27340000 0.10940000 10.500000
## 1475  0.23111765 0.19654545 0.2945000 0.17650000 0.00000000  6.750000
## 19961 0.52520000 0.35866667 0.5965714 0.00000000 0.10000000  0.000000
## 2113  0.23259310 0.20468750 0.2669385 0.35620000 0.11640000 12.763625
## 2368  0.28074627 0.25914706 0.3030000 0.19120000 0.05880000  6.622629
## 22    0.31220000 0.35679310 0.2506190 0.31995200 0.07997000 12.076364
## 63    0.26520202 0.28001961 0.2494583 0.29701485 0.08909010 10.535293
## 168   0.31870303 0.28586486 0.3606000 0.22222492 0.08704595  8.557259
## 174   0.25928033 0.27013514 0.2416264 0.30324754 0.07372254 11.165779
## 673   0.33948993 0.37975281 0.2797667 0.22147383 0.11407718  8.277901
## 1177  0.31336641 0.29870482 0.3387188 0.23400000 0.11700000  9.048644
## 1180  0.24193991 0.26038710 0.2209541 0.42550000 0.09790000 15.083791
## 1260  0.47671429 0.48520000 0.4654000 0.14290000 0.05710000  6.136366
## 1744  0.35808861 0.35136538 0.3710370 0.12200000 0.13410000  5.000000
## 1759  0.30404813 0.26335200 0.3860968 0.28340000 0.08020000 10.369565
## 2222  0.30109562 0.31117361 0.2875327 0.21430000 0.10320000  7.923917
## 2362  0.37383333 0.31847619 0.4222708 0.15220000 0.20650000  7.714302
## 2530  0.35126923 0.27618750 0.4714000 0.19230000 0.19230000  9.642851
## 2600  0.26055200 0.27674691 0.2307386 0.26000000 0.08800000  9.696138
## 2641  0.35320513 0.30647143 0.4228085 0.25640000 0.08550000 10.519467
## 7581  0.28360870 0.25016602 0.3156889 0.29270000 0.08260000 10.772407
## 1178  0.30222408 0.27068783 0.3564091 0.20780000 0.13310000  8.429273
## 1287  0.26955474 0.27845122 0.2562909 0.21900000 0.10950000  8.804338
## 1445  0.51716667 0.55600000 0.4977500 0.00000000 0.16670000  0.000000
## 19561 0.52846429 0.53005556 0.5256000 0.10710000 0.10710000  6.750000
## 2229  0.37534483 0.42094643 0.2929677 0.11240000 0.10110000  4.426237
## 2246  0.36654098 0.39462500 0.3355517 0.08200000 0.08200000  3.648659
## 2312  0.32416049 0.29206522 0.3663429 0.12200000 0.08540000  5.094330
## 2412  0.32829480 0.33160417 0.3241688 0.23730000 0.11860000 10.598121
## 173   0.29350825 0.30939378 0.2656364 0.23776710 0.08143257  8.946254
## 315   0.24288994 0.21561600 0.2675054 0.38261136 0.08521117 13.808369
## 376   0.27795270 0.26831579 0.2881250 0.35138243 0.08108784 13.499988
## 1630  0.27300000 0.34600000 0.0540000 0.00000000 0.25000000  0.000000
## 1646  0.34035593 0.28097561 0.4756111 0.22030000 0.10170000  9.750000
## 1683  0.28284211 0.29123841 0.2718174 0.26120000 0.08210000  9.449995
## 1891  0.30197980 0.29777551 0.3061000 0.14850000 0.08910000  5.472965
## 1930  0.40610345 0.38865000 0.4448889 0.17240000 0.06900000  8.437505
## 2007  0.25957252 0.26718243 0.2496930 0.27100000 0.08780000 10.142857
## 2252  0.35466667 0.31463636 0.4064706 0.23080000 0.05130000  9.346150
## 2471  0.35091803 0.33782222 0.3877500 0.22950000 0.14750000  9.692308
## 2511  0.45409302 0.49066667 0.3923750 0.20930000 0.18600000 12.149994
## 152   0.30673427 0.25348864 0.3919273 0.17998667 0.08671000  7.326811
## 307   0.25429151 0.23724432 0.2858737 0.27940882 0.06618235  9.864886
## 414   0.27229528 0.28468456 0.2547143 0.18677121 0.04669377  6.397843
## 1185  0.30517857 0.27271774 0.3454300 0.27190000 0.07460000  9.905331
## 1331  0.32473026 0.30054802 0.3584331 0.21610000 0.10970000  8.185516
## 1351  0.23650000 0.10500000 0.4995000 0.33330000 0.16670000  9.000000
## 1565  0.44400000 0.33200000 0.5240000 0.08330000 0.00000000  4.500000
## 1718  0.47140000 0.58060000 0.3622000 0.00000000 0.00000000  0.000000
## 1808  0.30300000 0.27450000 0.3315000 0.00000000 0.00000000  0.000000
## 2013  0.29595238 0.30454310 0.2767885 0.23960000 0.07400000  8.818545
## 2031  0.35336364 0.32862500 0.4193333 0.00000000 0.09090000  0.000000
## 2090  0.42250000 0.39570370 0.4605789 0.14890000 0.04260000  6.750002
## 598   0.37132941 0.37875124 0.3437037 0.16342218 0.07779922  6.606119
## 1155  0.32460870 0.36500000 0.2322857 0.23910000 0.08700000  9.281221
## 13581 0.32550000 0.02300000 0.4263333 0.00000000 0.25000000  0.000000
## 1533  0.32431933 0.29197260 0.3756522 0.31670000 0.09170000 12.512211
## 2025  0.27603463 0.22594304 0.3844521 0.28760000 0.12020000 10.578947
## 2035  0.31793392 0.29644776 0.3488925 0.25760000 0.05240000  9.654545
## 2307  0.28177679 0.27942963 0.2853371 0.19560000 0.08000000  6.906981
## 2498  0.36165116 0.35879104 0.3717368 0.21840000 0.06900000  8.142857
## 5321  0.36508036 0.32645333 0.4433784 0.16962411 0.15179821  7.704270
## 975   0.29334662 0.30302113 0.2839693 0.25300000 0.05030000  9.103948
## 1040  0.32048718 0.32890625 0.2820000 0.19660000 0.08550000  7.762490
## 1214  0.38164516 0.39294286 0.3670000 0.12900000 0.17740000  5.684195
## 1612  0.37880000 0.30266667 0.4930000 0.10000000 0.00000000  3.857149
## 2006  0.46761111 0.49110000 0.4382500 0.05560000 0.05560000  3.375001
## 2338  0.28283333 0.29028125 0.2743214 0.15000000 0.08330000  5.651176
## 2504  0.33121053 0.37904167 0.2492143 0.25640000 0.10260000 10.384624
## 2536  0.26363636 0.22500000 0.2958333 0.09090000 0.18180000  3.000000
## 279   0.26387324 0.25562963 0.2781410 0.24765794 0.09347103  8.955518
## 351   0.29683333 0.27867105 0.3202288 0.23805495 0.07694505  8.466903
## 1336  0.45375000 0.43271429 0.4832000 0.20830000 0.12500000 10.384623
## 13492 0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 1356  0.31401045 0.28001163 0.3648609 0.28620000 0.12760000 10.931713
## 1417  0.28948649 0.26623810 0.3200000 0.15790000 0.13160000  7.363640
## 15091 0.24857143 0.12283333 0.3428750 0.28570000 0.07140000  9.818173
## 1542  0.23599222 0.22865942 0.2444958 0.32690000 0.08460000 11.953125
## 2055  0.32887857 0.32076136 0.3426154 0.23400000 0.12770000  8.954778
## 2273  0.31166667 0.31166667        NA 0.00000000 0.00000000  0.000000
## 2499  0.32652427 0.34348031 0.2992658 0.16670000 0.10480000  7.052234
## 2566  0.46305714 0.42504762 0.5200714 0.17140000 0.14290000  7.714286
## 51    0.34893595 0.33944444 0.3609112 0.18733707 0.14462525  7.521180
## 365   0.37428142 0.37170330 0.3768315 0.14442371 0.07358965  5.674449
## 552   0.28297297 0.24964444 0.3145474 0.23784649 0.12434541  9.144382
## 630   0.27689143 0.29841270 0.2215510 0.30766923 0.05986923 11.091160
## 1493  0.39850000 0.29800000 0.7000000 0.25000000 0.50000000 13.500014
## 1506  0.22987273 0.24631293 0.2109922 0.26520000 0.05730000  9.559804
## 1514  0.00000000 0.00000000        NA 1.00000000 0.00000000 27.000028
## 1925  0.32115138 0.30841176 0.3422805 0.18100000 0.12220000  7.105259
## 2349  0.33916514 0.34300000 0.3330476 0.17270000 0.10910000  6.840000
## 2413  0.27700000 0.41466667 0.0705000 0.20000000 0.20000000  9.000000
## 2629  0.32118056 0.36777333 0.2705362 0.19310000 0.06210000  7.714294
## 48    0.28350417 0.25751163 0.3137117 0.31560656 0.11064508 11.856648
## 246   0.25021778 0.25309524 0.2447949 0.27076245 0.06553362  9.776071
## 1428  0.34403030 0.31125000 0.3627619 0.12120000 0.12120000  5.399997
## 14872 0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1503  0.34214634 0.23227778 0.4281304 0.19280000 0.14460000  8.150928
## 16981 0.35727941 0.37618868 0.2904667 0.21740000 0.04350000  7.941176
## 1700  0.29981597 0.30626590 0.2901130 0.19800000 0.04440000  7.386799
## 2169  0.71775000 0.21950000 1.2160000 0.00000000 0.25000000  0.000000
## 2178  0.30478041 0.33318519 0.2704403 0.25080000 0.08030000 10.024758
## 2626  0.29786429 0.29320253 0.3039016 0.17610000 0.09150000  6.617647
## 3951  0.29092628 0.29036723 0.2916593 0.33333333 0.11112222 12.990105
## 1270  0.45800000 0.44512500 0.5610000 0.11110000 0.33330000  9.000000
## 1315  0.32645833 0.32100000 0.3300345 0.27080000 0.06250000 10.968715
## 1381  0.24514286 0.39670000 0.1073636 0.38100000 0.09520000 14.400000
## 16531 0.39677778 0.42250000 0.3453333 0.00000000 0.00000000  0.000000
## 1661  0.38672727 0.42659740 0.3169545 0.17210000 0.11480000  6.517241
## 2027  0.31184672 0.31836735 0.3042992 0.27760000 0.11030000 11.262038
## 2128  0.30382456 0.28634641 0.3394800 0.24570000 0.12930000  9.559000
## 1220  0.39374194 0.35887500 0.4309333 0.25000000 0.21880000 12.000000
## 1369  0.36960000 0.45675000 0.0210000 0.00000000 0.00000000  0.000000
## 1392  0.31273988 0.32933010 0.2883286 0.18860000 0.06860000  6.960932
## 1751  0.30954687 0.34697183 0.2629298 0.28130000 0.10160000 10.800000
## 1988  0.30294366 0.30809091 0.2945556 0.22540000 0.12680000  8.639983
## 2153  0.28546154 0.32527642 0.2024576 0.27420000 0.12900000 10.200000
## 2167  0.42995000 0.46341860 0.3452941 0.16670000 0.10000000  7.714290
## 2437  0.35559420 0.35146296 0.3704667 0.07250000 0.08700000  2.699995
## 2454  0.27550943 0.30812903 0.2295455 0.16980000 0.16980000  6.567586
## 2578  0.25866471 0.26308065 0.2467609 0.37210000 0.10470000 13.935495
## 1097  0.29914723 0.28904545 0.3526988 0.26200000 0.07650000  9.364533
## 1209  0.61050000 0.23333333 1.7420000 0.50000000 0.25000000 27.000028
## 1335  0.32495161 0.27545714 0.3891111 0.19050000 0.06350000  7.199985
## 1975  0.27609286 0.25040206 0.3340465 0.30070000 0.10490000 11.610011
## 2187  0.28250917 0.26313178 0.3105955 0.26030000 0.12330000  9.679245
## 2259  0.55246667 0.54330769 0.6120000 0.13330000 0.33330000 10.800044
## 2341  0.38193750 0.34577273 0.4125385 0.24490000 0.14290000 10.124968
## 2453  0.27039834 0.28917391 0.2452427 0.27570000 0.07820000 10.517448
## 2522  0.35554054 0.32474576 0.3904808 0.25000000 0.07140000  9.569632
## 574   0.32401714 0.35765683 0.2086203 0.17181859 0.06199577  6.854019
## 590   0.29698777 0.32513636 0.2537829 0.23400365 0.06082796  8.498753
## 983   0.29719974 0.30580000 0.2885092 0.24550000 0.04680000  8.921313
## 1013  0.31951155 0.32763559 0.2908955 0.20230000 0.06360000  7.626441
## 2076  0.39375000 0.23475000 0.5527500 0.06250000 0.00000000  2.250000
## 2158  0.30100000 0.50400000 0.2333333 0.50000000 0.25000000 18.000000
## 2177  0.35456667 0.29483333 0.4441667 0.15000000 0.11670000  5.926815
## 2324  0.35007265 0.35760584 0.3394330 0.31780000 0.14830000 12.735849
## 182   0.33641313 0.35385333 0.3124128 0.19924674 0.09958199  7.996071
## 212   0.31308915 0.31764516 0.3062330 0.22010425 0.09650039  8.947779
## 333   0.31597708 0.31114231 0.3216909 0.19959044 0.07066965  7.756897
## 609   0.36340855 0.34372848 0.4309470 0.18734514 0.10736337  7.664661
## 1162  0.32582639 0.29390909 0.3759821 0.26210000 0.14480000 10.687500
## 1286  0.26585121 0.23080311 0.3363125 0.26710000 0.09930000 10.028571
## 1426  0.30648855 0.26525000 0.3634727 0.27270000 0.10230000  9.868015
## 1611  0.34037500 0.27802273 0.4027273 0.13330000 0.15560000  6.352941
## 1882  0.28956250 0.29956989 0.2713137 0.27030000 0.10140000 10.285714
## 1958  0.27083832 0.22124731 0.3331622 0.35710000 0.10710000 13.728825
## 2038  0.33239576 0.33167097 0.3332734 0.21880000 0.08330000  8.177889
## 2467  0.31582105 0.35080357 0.2655897 0.22800000 0.06220000  8.136998
## 756   0.46141667 0.29366667 0.6291667 0.00000000 0.16670000  0.000000
## 780   0.31102605 0.31888104 0.3018391 0.25450000 0.05570000  9.653658
## 991   0.33993123 0.31848084 0.3549100 0.18950000 0.06980000  7.496852
## 1305  0.32266045 0.29405161 0.3619027 0.23250000 0.09230000  8.723077
## 1373  0.54557143 0.60380000 0.4000000 0.00000000 0.14290000  0.000000
## 1459  0.35959195 0.36449495 0.3531200 0.22990000 0.07470000  9.230769
## 1594  0.38822222 0.34925000 0.7000000 0.00000000 0.11110000  0.000000
## 1860  0.37215152 0.36300000 0.3862308 0.03030000 0.03030000  1.285714
## 613   0.41038636 0.39028947 0.5376667 0.06819773 0.06819773  2.522727
## 1108  0.25834628 0.25649612 0.2677059 0.25720000 0.05790000  9.270382
## 2279  0.40746667 0.30762500 0.5215714 0.13330000 0.13330000  7.714297
## 2310  0.30833333 0.46250000 0.0000000 0.33330000 0.33330000 13.500014
## 2333  0.31841667 0.29031707 0.3790526 0.22950000 0.09840000  9.692308
## 2348  0.38518367 0.44096923 0.2753030 0.30300000 0.03030000 12.461519
## 2372  0.33295192 0.36966087 0.2875591 0.15890000 0.10280000  6.800000
## 2526  0.44083333 0.38900000 0.7000000 0.00000000 0.16670000  0.000000
## 2574  0.29880769 0.32907143 0.2635000 0.29630000 0.11110000 10.799995
## 111   0.34865079 0.34186250 0.3604565 0.08730000 0.07936429  3.466836
## 1438  0.34123622 0.36623881 0.3133167 0.23620000 0.10240000  9.418594
## 15041 0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 1811  0.50521429 0.61342857 0.3970000 0.00000000 0.07690000  0.000000
## 2092  0.33473529 0.39431579 0.2592667 0.17650000 0.23530000  8.100008
## 2131  0.42223077 0.43057143 0.4125000 0.00000000 0.15380000  0.000000
## 2410  0.46577778 0.29083333 0.8156667 0.33330000 0.00000000 13.500000
## 2539  0.28663679 0.26219868 0.3471311 0.27520000 0.06880000 10.253164
## 1111  0.34865079 0.34186250 0.3604565 0.08730000 0.07936429  3.466836
## 14381 0.34123622 0.36623881 0.3133167 0.23620000 0.10240000  9.418594
## 15042 0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 18111 0.50521429 0.61342857 0.3970000 0.00000000 0.07690000  0.000000
## 20921 0.33473529 0.39431579 0.2592667 0.17650000 0.23530000  8.100008
## 21311 0.42223077 0.43057143 0.4125000 0.00000000 0.15380000  0.000000
## 24101 0.46577778 0.29083333 0.8156667 0.33330000 0.00000000 13.500000
## 25391 0.28663679 0.26219868 0.3471311 0.27520000 0.06880000 10.253164
## 529   0.33963043 0.31353125 0.3992857 0.13040217 0.17386957  5.221887
## 638   0.28549664 0.29733333 0.2735000 0.21714474 0.02634211  7.266740
## 951   0.27911881 0.29172131 0.2599000 0.27450000 0.04900000  9.818169
## 1505  0.27574359 0.24683333 0.3220000 0.10260000 0.05130000  3.857144
## 1614  0.33922917 0.32986885 0.3555429 0.12370000 0.09280000  4.835813
## 1927  0.34467925 0.27821311 0.4347778 0.18870000 0.04720000  7.605623
## 2481  0.32421101 0.41114062 0.2005778 0.22730000 0.14550000 10.074610
## 2590  0.28409375 0.25739024 0.3316957 0.31540000 0.08080000 11.412365
## 467   0.27867925 0.32452381 0.2273333 0.23899748 0.03143333  8.263365
##                   NameASCII   KsperOut     wFB_per_c    wSL_per_c    wCT_per_c
## 479           Carson Spiers 0.30654762   1.110039618   1.24979563  -6.23289124
## 532            Wes Benjamin 0.28534332  -2.291972490  -0.33373098           NA
## 1032            Sean Manaea 0.36059548  -0.075606131  -0.43603449           NA
## 1042       Reiver Sanmartin 0.31428481   2.226241430   0.35313401           NA
## 1047              Jake Latz 0.28571409   0.535412205  -4.88400012           NA
## 1964            Ryan Tepera 0.34375020  -3.180048366  -0.62084182  -2.46870241
## 2148             Josh Rojas 0.16666667  -5.285055439           NA           NA
## 2154             Rene Pinto 0.00000000 -17.498999380           NA           NA
## 2192          Braden Bristo 0.23809524   3.126226303  -2.38570008   1.76697203
## 2241              Juan Then 0.15151515   0.159069151   0.22093666           NA
## 447             Keaton Winn 0.27679604  -0.981628999   2.09738820           NA
## 490             David Price 0.26154741   0.137274663           NA   0.07283572
## 496            Wade LeBlanc 0.19660618  -0.717599883           NA  -1.34239684
## 923         Vince Velasquez 0.33035742  -1.208774163   2.14891091           NA
## 1038         Framber Valdez 0.30940516   0.246693461           NA           NA
## 1960           Chris Owings 0.00000000  -6.641622384           NA           NA
## 1984         Spencer Patton 0.18918971  -0.794894621  -2.25052807           NA
## 1996        Ildemaro Vargas 0.00000000  -3.421067766           NA           NA
## 2009          Joey Krehbiel 0.33333333   0.558107495   0.99064079           NA
## 2051            Adam Cimber 0.19354807  -0.293767679  -3.64800007           NA
## 2085           Reed Garrett 0.27118639  -0.217904433  -0.08846155           NA
## 342              Luis Cessa 0.14111111  -3.786213813  -2.39435123           NA
## 362            Zack Littell 0.27539707   0.497849393  -3.56118766   0.93402191
## 896           Xzavion Curry 0.10714289  -4.719855613   3.41654342           NA
## 1195      Hunter Strickland 0.32954565   0.575001749   0.53004222           NA
## 1389             Yoan Lopez 0.35135231  -1.728594625  -3.17420203           NA
## 1393          David Paulino 0.00000000   4.102352403           NA           NA
## 1463           Kodi Whitley 0.35526363   0.738565807   4.43476677           NA
## 1767           Cody Stashak 0.30612308  -1.232324312   2.86588392           NA
## 2587            Danny Young 0.44000017   2.909081047  -1.32564505           NA
## 2607            Anthony Kay 0.25000063   0.797959067  -5.11250285  -1.56306874
## 137         Griffin Canning 0.33000454  -1.588493773  -1.00876549           NA
## 258           Jimmy Lambert 0.31892338   0.228561564   0.04406754           NA
## 377           Brett Kennedy 0.16666667  -0.714259716  -1.86623072           NA
## 1581  Christian Bethancourt 0.08333333  -1.989478847           NA           NA
## 1640             Lucas Sims 0.24999988  -3.147127195   1.44064665           NA
## 2382           Brett Martin 0.22459905   1.408451820   1.24185402           NA
## 2503            Colin Poche 0.36363617   0.307588072  -0.88024656           NA
## 2622            Josh Walker 0.40000000  -0.779930111  -1.20166110           NA
## 69              Mike Mayers 0.39883500  -0.057363176   1.05721285  -1.10068201
## 136          Brandon Bielak 0.30930957   0.116667579  -3.12997061   2.52966591
## 1101         Patrick Corbin 0.22962963  -0.872431353  -0.74051074           NA
## 1268         Archie Bradley 0.26143791   1.027394443           NA           NA
## 1279            Dylan Floro 0.32291667   1.555621271           NA  -0.66755816
## 1308             Rowan Wick 0.42028986   0.769841477  -1.31002501   1.57118699
## 1324           Andrew Knapp 0.00000000   5.541750044           NA           NA
## 1330             Alex Reyes 0.43778823   0.242256978   2.75551442           NA
## 2104            Josh Lester 0.33333333  -1.671222183           NA           NA
## 2314           Anthony Gose 0.44999979   3.796833470   0.38176129           NA
## 2381            Josh Taylor 0.41958101  -1.497041500   2.31620266           NA
## 55               Alec Mills 0.24388204  -0.137413405   0.13345876           NA
## 1153              Joe Smith 0.28571404  -0.439240822  -1.03229972           NA
## 1439      Brandyn Sittinger 0.07142852  -2.391214243  -8.35870802           NA
## 1617              Seth Lugo 0.35384615   0.333453549  -0.92910347           NA
## 1653          Matt Reynolds 0.00000000  -9.481692314           NA           NA
## 1737        Domingo Acevedo 0.28571414  -0.652625314   1.24615225           NA
## 1926          Robert Suarez 0.42657314   1.425771567  -4.16079322   0.35701638
## 2300         Victor Mederos 0.33333333  -0.961268151   2.34767005           NA
## 238            Mitch Keller 0.28937980   0.229754162   0.68522363           NA
## 1077          Justin Steele 0.35294118  -0.524734722   1.44283710           NA
## 1159            Pedro Strop 0.50000000  -5.317599984   2.44016143   3.19749991
## 1253           Kevin Pillar 0.00000000   4.358983537           NA           NA
## 1387        Domingo Acevedo 0.27272727  -3.273852305   4.42628002           NA
## 1450         Raynel Espinal 0.00000000  -1.437674076           NA           NA
## 1915           Frank German 0.33333333  -3.756431053  -5.64099997           NA
## 2483          Jose Castillo 0.33333333  -4.697487503   2.93008741           NA
## 612      Matthew Liberatore 0.26984410  -1.379911377  -1.34124236           NA
## 1229        Ronald Torreyes 0.12499984  -7.530382100           NA           NA
## 1231              A.J. Cole 0.29166667  -1.014708355   4.98585171   3.44860906
## 1349        Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 1553           Ryan Brasier 0.34224616  -1.545464493   0.90285582           NA
## 1660           Yunior Marte 0.30555556   0.036852542  -0.80250461           NA
## 1663           Jose Leclerc 0.37762213  -2.353013979   1.88609251           NA
## 1959  Christian Bethancourt 0.00000000 -22.801198960           NA           NA
## 6121     Matthew Liberatore 0.26984410  -1.379911377  -1.34124236           NA
## 12291       Ronald Torreyes 0.12499984  -7.530382100           NA           NA
## 12311             A.J. Cole 0.29166667  -1.014708355   4.98585171   3.44860906
## 13491       Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 15531          Ryan Brasier 0.34224616  -1.545464493   0.90285582           NA
## 16601          Yunior Marte 0.30555556   0.036852542  -0.80250461           NA
## 16631          Jose Leclerc 0.37762213  -2.353013979   1.88609251           NA
## 19591 Christian Bethancourt 0.00000000 -22.801198960           NA           NA
## 476       Carmen Mlodzinski 0.31465055   0.988565237  -0.02134568   1.25648097
## 527             Sam Hentges 0.32772397  -2.494787378  -0.50765504           NA
## 576            Sean Newcomb 0.34024651  -0.236529525  -4.66966159           NA
## 2047          Brandon Dixon 0.00000000  10.766857010           NA           NA
## 2118    Enyel De Los Santos 0.31472064   0.860017331   1.78356739           NA
## 2133            Lucas Erceg 0.41212121   0.539017804  -1.04662041  -5.27229236
## 2134         Zach McKinstry 0.00000000  -8.146454529           NA           NA
## 2139           Zach Jackson 0.42592593   0.965588233  -1.17696690           NA
## 2181      Daysbel Hernandez 0.54545404   3.283975124  -7.19713943           NA
## 2190          Peter Solomon 0.15000038  -1.420162815           NA  -4.82436513
## 2205         Emmanuel Clase 0.29357784   0.736110229   1.50778214           NA
## 2206          Seth Martinez 0.34883721  -0.700142187   0.76798538           NA
## 758           Shohei Ohtani 0.39897803  -0.716804923   2.67199540   0.14038126
## 820             Zach Davies 0.25310238  -0.714092456  -2.82311750  -2.01826436
## 1535             Nick Mears 0.32857190   0.181895166           NA           NA
## 1546          Liam Hendriks 0.49132921   0.876822289   0.86662544           NA
## 1555       Huascar Brazoban 0.41666667  -2.308240304   1.72332702           NA
## 1618          Blake Treinen 0.40000000   4.409099817   4.36001044  -0.99384002
## 1684           Corey Knebel 0.30596993   0.837167534  -0.45836667           NA
## 1740             Yoan Lopez 0.30303030  -5.145370826   1.49875537           NA
## 1746          Daniel Duarte 0.24999968  -4.089525044   0.03833636           NA
## 2515           Jake Fishman 0.18181818   1.303902876  -1.82983823           NA
## 2577          Angel Perdomo 0.50574713   0.673821193   1.68664705           NA
## 537          Daniel Castano 0.21376843  -2.778968218   2.28644882           NA
## 960             Dylan Cease 0.40301318  -0.257542611   0.35130554           NA
## 1068           Hyun Jin Ryu 0.19753086  -1.390024243  -5.90927856  -1.03832252
## 12531          Kevin Pillar 0.00000000   4.358983537           NA           NA
## 1301            Chris Mazza 0.25609788   1.140229614   1.54023968  -0.60978379
## 1487         Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1508         Demarcus Evans 0.41772205  -0.317908499  -0.58838801  -0.11975923
## 1735          Luis F. Ortiz 0.23076915   2.870879297   7.34024975           NA
## 2294          John McMillon 0.66666667   0.260248262   5.43118753           NA
## 805       Stephen Strasburg 0.35714261  -4.142907054           NA           NA
## 1563            Ian Kennedy 0.29139091   0.002350028           NA -15.81688854
## 1576         Ehire Adrianza 0.33333333   3.685491780           NA           NA
## 1578            Kirby Yates 0.28571429  -2.910724585  20.85379958           NA
## 1588         Randal Grichuk 0.00000000   0.608535018           NA  12.91794926
## 1606             Jason Adam 0.39473704   1.393096392   2.97468848           NA
## 1644           Carson Kelly 0.00000000  -3.880922978  -3.62882987           NA
## 1650       Kyle Barraclough 0.33333333  -1.237565652   2.15442862   3.01122492
## 1655         Kevin Plawecki 0.00000000   6.020350116           NA           NA
## 1679          Reyes Moronta 0.33628288  -0.071222252   0.69628275           NA
## 1698       Keynan Middleton 0.29411765  -4.013721278   1.05234102           NA
## 1712     Willians Astudillo 0.00000000   4.080049906           NA           NA
## 1722              Jake Reed 0.25999995   0.488472707  -2.76914374           NA
## 1745     Jonathan Hernandez 0.29670363  -0.876574657   2.65382715           NA
## 2562          Daniel Norris 0.28947291   1.266934604  -1.43913903           NA
## 366             Luke Weaver 0.29390458  -1.455878319  -5.59033048  -1.03646720
## 389             Miguel Diaz 0.37710438   1.953431981   4.25672803           NA
## 424          James McArthur 0.32859792  -1.002411514   2.69454370           NA
## 1627     Jackie Bradley Jr. 0.33333333  -1.884376605           NA           NA
## 1668             Rowan Wick 0.35937500  -0.229914989  -3.85416968  -4.02524839
## 2123            Seby Zavala 0.00000000   9.444316228           NA           NA
## 2146           Jordan Hicks 0.41116731   0.779022610  -0.52538741           NA
## 21811     Daysbel Hernandez 0.54545404   3.283975124  -7.19713943           NA
## 231          Daniel Mengden 0.36899043  -0.317726914 -10.58731184   1.50878446
## 592        Reiver Sanmartin 0.27174857   0.877764080  -1.48578374           NA
## 813          Jerad Eickhoff 0.30769253 -11.336053050 -10.20040512           NA
## 1088            Cole Ragans 0.22500000  -2.963506492           NA  -0.12135949
## 1449           Jorge Alcala 0.34078194   0.088664818   2.64150996           NA
## 1670         Andres Machado 0.25842710  -0.254178844  -2.51461801           NA
## 1945            Luis Garcia 0.29608923  -0.308864823  -0.56907451           NA
## 2306         Mitch Moreland 0.33333333   1.621053884           NA           NA
## 2527              John King 0.19480532  -0.063295662  -0.83606171  -7.28734840
## 340          Michael Fulmer 0.37997699  -0.622146884   0.21690091           NA
## 429            Javier Assad 0.28651695   1.001879901   0.52952357   0.39253751
## 807            Jacob deGrom 0.52849770   1.353647998   2.07981301           NA
## 9231        Vince Velasquez 0.33035742  -1.208774163   2.14891091           NA
## 1867         Aneurys Zabala 0.24999968  -6.586590680           NA           NA
## 1956           Paolo Espino 0.25000000 -12.984694370  -5.18870257           NA
## 2334             Adam Eaton 0.00000000  -0.653937506   3.68363336           NA
## 2450        Joely Rodriguez 0.37748368   0.705278994  -3.14984012           NA
## 372           Jack Flaherty 0.34204075  -0.543319345  -1.01271860           NA
## 412              Adam Oller 0.22402391  -1.340614375  -1.44768037  -5.29959083
## 775            Ryan Feltner 0.31578963  -4.680934078  -1.63385953  -3.61064002
## 1358          Akeem Bostick 0.00000000   7.608000040  22.01620042           NA
## 1448           Bryan Garcia 0.27118666  -1.910852918  -0.25851813           NA
## 1899           Easton McGee 0.11111111   4.330037534  -5.37147396   7.50830025
## 1939        Eduardo Escobar 0.00000000   0.656120479           NA           NA
## 2302           Oliver Perez 0.36363602  -0.320436845   1.84105552           NA
## 347             JT Chargois 0.27553634   1.023717971   0.09131872           NA
## 743         Sandy Alcantara 0.32576931   0.749987052   0.99801484           NA
## 1374           Roel Ramirez 0.00000000  -7.932111290   2.16247340           NA
## 1376          Dusten Knight 0.42307677  -3.940027621 -10.70320010           NA
## 14871        Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1509           Dauri Moreta 0.36363602   0.960892657   6.51784473           NA
## 1874            Alejo Lopez 0.00000000  -3.111507801           NA           NA
## 2270            Devin Sweet 0.23076915  -0.868913289  -1.58661671           NA
## 711             Gerrit Cole 0.44669202   0.853160124   1.57279635           NA
## 10421      Reiver Sanmartin 0.31428481   2.226241430   0.35313401           NA
## 1161          Mark Melancon 0.30412354  -0.674483020           NA   0.90123961
## 1235           Luke Jackson 0.36649196  -0.784515954   1.93000006           NA
## 1300       Daniel Robertson 0.00000000  -0.666790977           NA           NA
## 1320            Buck Farmer 0.34905692  -1.370190747           NA           NA
## 2238         Brenan Hanifee 0.20000000  -0.065223539  -0.70336470  -1.51391434
## 2569           Aaron Bummer 0.44571453  -0.351199997   1.04257520  -0.82601915
## 395         Trevor Richards 0.48111499  -1.208815071           NA           NA
## 1429          Scott Effross 0.40908997   0.481850364   0.62439131           NA
## 1440   Seranthony Dominguez 0.33333333   7.206429839   0.97274249           NA
## 1443        Trevor Richards 0.40414467   2.055756211   1.42797532           NA
## 1474         Trevor Stephan 0.39473704  -0.772479956  -0.39074292           NA
## 1501         J.B. Bukauskas 0.26923129  -3.839992594  -0.15410249           NA
## 1502           Nick Sandlin 0.47524708   0.819625778   0.89673570           NA
## 1504         Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 1516          Kervin Castro 0.32500082   2.279380004           NA           NA
## 1922            Cole Waites 0.23529399  -3.178068383   1.23206454           NA
## 222          Reynaldo Lopez 0.32086630   2.196867210  -0.38751783           NA
## 4791          Carson Spiers 0.30654762   1.110039618   1.24979563  -6.23289124
## 1254              Seth Lugo 0.39568372   0.914711409  -2.43870485           NA
## 1343          Jack Mayfield 0.00000000  11.372400320           NA           NA
## 1671           Luis Perdomo 0.16901384   0.975949988   0.81220254           NA
## 1705          Hunter Harvey 0.38135624   1.863615536  -3.08956007           NA
## 1719           Victor Arano 0.34920635  -0.681316654  -0.70999373           NA
## 1830            Jhon Romero 0.40000000  -2.174632647   1.79848152           NA
## 1172           Ryan Brasier 0.25000000   1.477355516  -2.69774502           NA
## 11951     Hunter Strickland 0.32954565   0.575001749   0.53004222           NA
## 1311          Dillon Maples 0.42553237  -0.163222941   1.97650740           NA
## 1313         Andres Machado 0.28037358  -0.264270268   0.42919750           NA
## 1353         Devin Williams 0.53703704  -1.406701406  -1.58900714           NA
## 1360        Stefan Crichton 0.24285749  -1.997209370  -0.18933482           NA
## 1895             Luis Frias 0.27450980  -2.167756708  -5.08741107           NA
## 1983          Jace Peterson 0.16666667  -4.642395363           NA           NA
## 2248            Cody Bolton 0.34375054  -1.652811234  -1.30753435           NA
## 2357            Adam Conley 0.27118598  -0.033442124  -2.89668616           NA
## 226     Julian Merryweather 0.28771473  -3.560170932   1.93974325           NA
## 480           Louie Varland 0.34380784  -0.392013258  -2.06681804   0.67121945
## 845             JT Brubaker 0.34027778  -0.906666705  -1.22023945           NA
## 1552        Arodys Vizcaino 0.17647049  -0.693288226           NA           NA
## 1609            Yimi Garcia 0.31693989   2.392978793  -4.37522541   0.86976536
## 1703          Jack Mayfield 0.00000000   1.909269278           NA           NA
## 1728          James Norwood 0.42307775  -2.063358737  -0.05148857           NA
## 2145       Guillermo Zuniga 0.66666667   0.083749167   2.38722949           NA
## 249          Freddy Peralta 0.36919000   0.672847342   0.30803860           NA
## 251             Tommy Nance 0.43503370  -1.794315894   1.29073078           NA
## 506              Drew Smyly 0.30821113  -0.890827834           NA  -0.76664986
## 556          Packy Naughton 0.17672751  -0.124698300  -4.38587205           NA
## 1208            Sergio Romo 0.32432416   0.826201151   0.43397418           NA
## 1283      Richard Rodriguez 0.21761669   1.300986798   0.30039084           NA
## 1284      Robert Stephenson 0.37681159  -0.651841679   0.60543101           NA
## 2345           Alex Claudio 0.30612215  -0.705077447   0.02406088           NA
## 2565           Amir Garrett 0.38356217  -0.241687126  -0.78269811           NA
## 317         Hayden Wesneski 0.33271892   1.391057912   1.44353609   0.65319333
## 335            John Brebbia 0.40902770   1.057170187  -0.42025079           NA
## 663            Josh Fleming 0.16162780   0.379575400           NA           NA
## 1333           Kyle McGowin 0.38888889   0.288199992   0.49990704           NA
## 1475            Jhon Romero 0.25000000  -1.739068031   1.01010589           NA
## 19961       Ildemaro Vargas 0.00000000  -3.421067766           NA           NA
## 2113           Ryan Helsley 0.47272686   0.860346028           NA   3.12551357
## 2368           Kent Emanuel 0.24528255   1.085746004  -2.19241170           NA
## 22          David Robertson 0.44727273            NA           NA   0.01996861
## 63             Corey Knebel 0.39019605   1.669692449           NA           NA
## 168             Luis Patino 0.31693551   0.823577441  -0.20373682           NA
## 174               Matt Bush 0.41354738   0.116768478  -2.91254650           NA
## 673              Austin Cox 0.30658891  -0.175667922   0.79344790           NA
## 1177           Jose Cisnero 0.33513496   1.360441744  -1.31396657           NA
## 1180          Craig Kimbrel 0.55865892   0.802798271           NA           NA
## 1260         Chris Devenski 0.22727283  -5.654122392   2.12012778           NA
## 1744            Javy Guerra 0.18518519   0.873226148  -4.14238136           NA
## 1759             Drew Smith 0.38405797   0.182211952  -0.29770543           NA
## 2222          Elvis Peguero 0.29347841   1.467526811   0.72880647           NA
## 2362             Tyler Webb 0.28571488  -1.403860938  -1.47051699           NA
## 2530            Damon Jones 0.35714261   2.047045484  -7.30041052           NA
## 2600           Gregory Soto 0.35911621   0.653396920   1.08034478           NA
## 2641         Brent Headrick 0.38960988  -1.484913620  -0.68566489           NA
## 7581          Shohei Ohtani 0.39897803  -0.716804923   2.67199540   0.14038126
## 1178           Steve Cishek 0.31219528   1.321527416  -1.17609050           NA
## 1287          Jharel Cotton 0.32608660   1.089883995  -0.02278773 -13.55881436
## 1445            Jake Rogers 0.00000000  -4.740088126           NA           NA
## 19561          Paolo Espino 0.25000000 -12.984694370  -5.18870257           NA
## 2229           Max Castillo 0.16393470  -0.756303442  -1.25881478           NA
## 2246        Eduardo Salazar 0.13513550  -1.088403945  -0.24399342           NA
## 2312          Fernando Abad 0.18867889  -0.652872605  -2.35704709           NA
## 2412             Ben Bowden 0.39252301  -2.222008286   1.13460984           NA
## 173          Drew Rasmussen 0.33134274   1.843889933   0.95979723           NA
## 315         Spencer Strider 0.51142106   1.419288293   1.25321655           NA
## 376           Trevor Megill 0.49999955   0.235685753           NA           NA
## 1630          Orlando Arcia 0.00000000   4.484980106           NA           NA
## 1646           Tayler Scott 0.36111111   0.474349528  -2.43232631           NA
## 1683          Kyle Finnegan 0.34999981   1.066383550  -1.99431256           NA
## 1891         Mason Thompson 0.20270243   0.640040008   2.32457952           NA
## 1930        Zach McAllister 0.31250019  -5.225628444   2.14073327  -3.19839988
## 2007            Clay Holmes 0.37566138   0.537498580   2.59829484           NA
## 2252          Edgar Navarro 0.34615372  -1.401290330  -1.97277361           NA
## 2471               Paul Fry 0.35897436   0.657237090  -1.57197757           NA
## 2511    Darwinzon Hernandez 0.44999979  -3.314009013 -12.41910610           NA
## 152        Brusdar Graterol 0.27136336   0.163623330   0.87683725           NA
## 307             Penn Murfee 0.36536614   0.570931080   2.26234384           NA
## 414        Brusdar Graterol 0.23695716   3.144394464  -0.29210218   0.70372746
## 1185            Ian Kennedy 0.36686411   1.313170654           NA   3.57995987
## 1331            Lou Trivino 0.30316727   0.298044956           NA   0.26598696
## 1351          Yefry Ramirez 0.33333333   1.751200027  13.72915010           NA
## 1565          Yadier Molina 0.16666667  -2.407010449           NA           NA
## 1718           Luis Torrens 0.00000000  -5.301032143   5.51876984           NA
## 1808          Sheldon Neuse 0.00000000   8.564608512           NA           NA
## 2013         Chris Stratton 0.32661278   1.916215619  -0.84602025           NA
## 2031          Harold Castro 0.00000000  -3.594862182           NA           NA
## 2090        Domingo Acevedo 0.25000009  -5.648904304  -1.54594113           NA
## 598              Zach Logue 0.24467107  -1.972779061  -3.37544412  -0.73925082
## 1155           Darren O'Day 0.34374891  -0.168445368   0.58797501           NA
## 13581         Akeem Bostick 0.00000000   7.608000040  22.01620042           NA
## 1533           Andrew Wantz 0.46341521  -0.654827248   1.75638100  -0.48658944
## 2025           Jose Leclerc 0.39181287   0.588057615   2.94203155           NA
## 2035      Giovanny Gallegos 0.35757576   0.411571095  -0.04637335           NA
## 2307            Tony Watson 0.25581410   0.946596192   2.50030625           NA
## 2498           Kolby Allard 0.30158730  -1.250421401           NA  -4.62042418
## 5321           Wes Benjamin 0.28534332  -2.291972490  -0.33373098           NA
## 975             Bailey Ober 0.33718324   0.764714023  -0.70793874           NA
## 1040          Dillon Peters 0.28749964  -0.529838441           NA           NA
## 1214          Shelby Miller 0.21052576  -1.342649052  -8.01607707   0.24317869
## 1612             Jake Hager 0.14285735   0.162165000           NA           NA
## 2006           Carson Kelly 0.12500003  -6.481692195           NA           NA
## 2338             Josh Osich 0.20930282  -0.897112489           NA   1.67336003
## 2504         Andrew Vasquez 0.38461569   1.236948151   0.03074320           NA
## 2536            Nate Fisher 0.11111111  -1.316649963   1.69485877           NA
## 279           Steven Wilson 0.33168584   0.188633836   1.91900526           NA
## 351            Emilio Pagan 0.31358901   1.931806963   2.57741548           NA
## 1336          Jake Newberry 0.38461567  -5.124863711  -3.31053848           NA
## 13492       Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 1356            Ryne Stanek 0.40487826   0.426474145   1.81805558           NA
## 1417         Ryan Meisinger 0.27272739  -1.568781644  -3.75015689           NA
## 15091          Dauri Moreta 0.36363602   0.960892657   6.51784473           NA
## 1542          Kenley Jansen 0.44270833  -1.416110570  -0.88348488   1.85046299
## 2055       Kendall Graveman 0.33165846   0.870972409  -0.73603915           NA
## 2273            Blair Calvo 0.00000000  20.486199860  -4.52011675           NA
## 2499            Kirby Snead 0.26119384  -1.005263251  -1.65344869           NA
## 2566          Anthony Banda 0.28571429  -1.838415802   1.27653498           NA
## 51                John Gant 0.27856223  -0.069552331   0.27611821   0.89675225
## 365          Yonny Chirinos 0.21016479  -0.176238594  -2.67041219           NA
## 552         Lucas Gilbreath 0.33868082   1.088119286   0.02678303           NA
## 630             Matt Strahm 0.41078369   0.799190087   2.16895758  -0.05602437
## 1493           Andres Munoz 0.50000052   2.094466736  -5.95651984           NA
## 1506         Emmanuel Clase 0.35406680   1.442915032   2.65843657           NA
## 1514             Nick Maton 1.00000104   6.908600032           NA           NA
## 1925      Hirokazu Sawamura 0.26315773  -0.594951234   1.11475654           NA
## 2349             Sam Selman 0.25333333   0.491587219  -0.28996091           NA
## 2413              Kyle Dohy 0.33333333   0.294632775           NA           NA
## 2629           Joe La Sorsa 0.28571461  -1.797718941   1.97222660           NA
## 48           Pierce Johnson 0.43913510  -0.958702064           NA           NA
## 246           Scott Effross 0.36207670  -0.603844586   1.97213658           NA
## 1428       Julian Fernandez 0.19999990  -0.674357559           NA           NA
## 14872        Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1503       Manuel Rodriguez 0.30188622  -1.400860520           NA           NA
## 16981      Keynan Middleton 0.29411765  -4.013721278   1.05234102           NA
## 1700            Adam Cimber 0.27358515   0.404857563  -0.26495231           NA
## 2169           Bligh Madris 0.00000000  -5.809054591           NA           NA
## 2178             Eli Morgan 0.37128733  -0.590755125  -0.48281080           NA
## 2626         Jose A. Ferrer 0.24509804   0.537291036  -5.89795858           NA
## 3951        Trevor Richards 0.48111499  -1.208815071           NA           NA
## 1270          Colten Brewer 0.33333333            NA  -5.48544271 -10.85741169
## 1315             Keone Kela 0.40624872  -1.241833303           NA           NA
## 1381             Josh James 0.53333333  -2.673074901   2.01389442           NA
## 16531         Matt Reynolds 0.00000000  -9.481692314           NA           NA
## 1661         J.B. Wendelken 0.24137931  -0.539102035  -1.12229087           NA
## 2027         Carlos Estevez 0.41711251   0.622990723  -0.08999115           NA
## 2128             Jacob Webb 0.35403704   1.323266665  -0.16927799           NA
## 1220          Jake Petricka 0.44444444  -3.277097146   3.54751349           NA
## 1369          Jordan Luplow 0.00000000  -5.993944407           NA           NA
## 1392          Edgar Santana 0.25781231  -0.327585863   1.31876636           NA
## 1751          Tanner Rainey 0.40000000  -0.250913077   0.68004027           NA
## 1988          Michael Kelly 0.31999935  -1.860634147   1.87624833   3.69760010
## 2153            Bryan Baker 0.37777778  -0.102953138   2.05837957           NA
## 2167            Rico Garcia 0.28571444  -3.444299404           NA           NA
## 2437           Tommy Milone 0.09999980   0.466592997   4.40574454           NA
## 2454         Danny Coulombe 0.24324391   1.770620648   1.10035781           NA
## 2578          Jose Alvarado 0.51612943   1.361738542   0.57723203           NA
## 1097        Clayton Kershaw 0.34683455   0.229337317   1.94671974           NA
## 1209               Chaz Roe 1.00000104  -1.034054567  -6.04423334           NA
## 1335          Jimmie Sherfy 0.26666612   1.150401691  -0.08438612           NA
## 1975           Luke Jackson 0.43000041   0.479394446   1.68562130           NA
## 2187          Steven Wilson 0.35849057   0.211060117   1.59644047 -16.33017510
## 2259             Kyle Leahy 0.40000161  -7.849856785  -8.38496332           NA
## 2341      Alberto Baldonado 0.37499882  -0.186845385  -0.81674328           NA
## 2453          Andrew Chafin 0.38953510  -0.189752062   1.06977702           NA
## 2522             Nick Vespi 0.35443083  -0.233063511  -1.32769939           NA
## 574          Ryan Yarbrough 0.25385254  -0.842807329  -0.72036349  -1.83823877
## 590             Keegan Akin 0.31476862   1.151804411   1.02600739           NA
## 983           Logan Gilbert 0.33041899  -0.081601954   1.76578037           NA
## 1013      Madison Bumgarner 0.28246079  -0.007270334   0.18713846           NA
## 2076     Isiah Kiner-Falefa 0.08333333   1.458433329           NA           NA
## 2158             Ryder Ryan 0.66666667  -3.225166599  10.45747144           NA
## 2177             Chad Smith 0.21951165  -0.908855079  -1.06974759           NA
## 2324           Rex Brothers 0.47169811  -0.829784440   1.19776157           NA
## 182              Bryan Shaw 0.29615077   0.171762491  -2.77250105   0.17363354
## 212     Duane Underwood Jr. 0.33139921   0.615692934           NA   0.32608574
## 333           Adrian Houser 0.28729246   0.241789826  -0.72202892           NA
## 609              Kris Bubic 0.28387635  -1.865294757           NA           NA
## 1162         Tyler Chatwood 0.39583333  -0.612798735           NA   1.72571016
## 1286            Clay Holmes 0.37142857   1.361041358   1.45684188           NA
## 1426          Josh Staumont 0.36548204   1.518910557           NA           NA
## 1611          Domingo Tapia 0.23529412  -2.348584706   2.28423221           NA
## 1882       Peter Strzelecki 0.38095238   0.621285720   0.12490497           NA
## 1958              Joe Kelly 0.50847501  -0.232006056   1.44584815           NA
## 2038          Kyle Finnegan 0.30288477   0.151863055  -4.53149143           NA
## 2467              Tim Mayza 0.30137028   1.358579484  -4.05908645           NA
## 756          Connor Seabold 0.00000000  -2.818548238  10.60009996           NA
## 780           Logan Gilbert 0.35754290   1.341185975  -1.93175594           NA
## 991            Brady Singer 0.27766120  -1.308821343  -0.01296637           NA
## 1305              Jose Ruiz 0.32307692   1.159581875  -6.90733353           NA
## 1373         Luis Guillorme 0.00000000  -8.066125214           NA           NA
## 1459            Matt Foster 0.34188034   0.638475264   0.83467898 -10.21754146
## 1594      Andrelton Simmons 0.00000000 -10.143480300           NA           NA
## 1860           Kody Clemens 0.04761905  -1.525772702           NA           NA
## 613             Angel Zerpa 0.09343434   0.334604145  -0.17929077           NA
## 1108              Max Fried 0.34334748   0.293425266   0.32805873           NA
## 2279            Cole Waites 0.28571470  -1.094913350 -11.06930017           NA
## 2310          Anthony Rizzo 0.50000052   0.420616364           NA           NA
## 2333           Grant Dayton 0.35897436  -2.190460164           NA           NA
## 2348            Hoby Milner 0.46153774  -2.325945634  -0.60042625           NA
## 2372               Sam Clay 0.25185185  -0.834857411   0.73828059           NA
## 2526         Brendon Little 0.00000000 -12.268733180  -3.16769992           NA
## 2574              Matt Gage 0.39999981  -2.526953771   1.41898425   5.94811440
## 111         Thomas Eshelman 0.12840133  -1.719227260  -1.29606414           NA
## 1438            Tommy Nance 0.34883680   0.190344885   3.00648991           NA
## 15041        Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 1811          Mike Brosseau 0.00000000   0.104172045           NA           NA
## 2092            Sam Coonrod 0.30000031  -0.911656893   0.09349191   2.51480965
## 2131            Nicky Lopez 0.00000000  -3.696404752           NA           NA
## 2410              Dylan Lee 0.50000000  -9.843582908  -1.19533332           NA
## 2539             Matt Moore 0.37974681   0.143915835           NA           NA
## 1111        Thomas Eshelman 0.12840133  -1.719227260  -1.29606414           NA
## 14381           Tommy Nance 0.34883680   0.190344885   3.00648991           NA
## 15042        Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 18111         Mike Brosseau 0.00000000   0.104172045           NA           NA
## 20921           Sam Coonrod 0.30000031  -0.911656893   0.09349191   2.51480965
## 21311           Nicky Lopez 0.00000000  -3.696404752           NA           NA
## 24101             Dylan Lee 0.50000000  -9.843582908  -1.19533332           NA
## 25391            Matt Moore 0.37974681   0.143915835           NA           NA
## 529           Travis Bergen 0.19340323   0.109169587           NA           NA
## 638            Ryan Borucki 0.26913852   0.595845718   2.92880817   1.49413545
## 951             Tyler Mahle 0.36363589   1.008490794  -0.02275207  12.65788873
## 1505          Oliver Ortega 0.14285719  -1.630935112           NA           NA
## 1614           Jacob Barnes 0.17910418  -0.651057245   1.30962287  -0.88096536
## 1927           Tommy Hunter 0.28168974   2.009703531           NA  -2.90253909
## 2481             Eric Stout 0.37313371  -1.728742669  -0.73384318           NA
## 2590            A.J. Minter 0.42268018   0.909634741   0.57691523           NA
## 467             Ryan Pepiot 0.30605055   1.853744833   1.25215153           NA
##          wCB_per_c     wCH_per_c   wSF_per_c  wKN_per_c  FA_pct_sc
## 479             NA  -6.104740891          NA         NA 0.27630312
## 532    -4.50272476  -2.145362313          NA         NA 0.43439196
## 1032            NA   1.272607478          NA         NA         NA
## 1042            NA  -0.254745460          NA         NA 0.28180000
## 1047   -3.78677276  -3.661850095          NA         NA 0.48810000
## 1964            NA            NA -5.18659216         NA 0.31740000
## 2148            NA            NA          NA         NA 0.44440000
## 2154            NA            NA          NA         NA 0.61540000
## 2192            NA   1.269311334          NA         NA         NA
## 2241            NA  -6.824405129          NA         NA 0.10180000
## 447             NA            NA  1.07925707         NA 0.26422267
## 490     0.70544052  -2.204197237          NA         NA 0.17956074
## 496     0.58273912  -0.554991881          NA         NA 0.14968552
## 923             NA  -1.777303822          NA         NA 0.41540000
## 1038    1.31309003  -0.357694451          NA         NA 0.05170000
## 1960            NA            NA          NA         NA         NA
## 1984            NA   0.253847498          NA         NA 0.53660000
## 1996            NA            NA          NA         NA 0.21430000
## 2009            NA   5.717866619          NA         NA 0.50000000
## 2051            NA            NA          NA         NA 0.41400000
## 2085    8.11351107            NA -4.25822806         NA 0.31990000
## 342             NA  -1.550820410          NA         NA 0.23538182
## 362             NA            NA -1.59318638         NA 0.31253404
## 896    -5.29105018   5.414249897          NA         NA 0.58790000
## 1195            NA            NA  0.52754159         NA 0.51270000
## 1389            NA            NA          NA         NA 0.51630000
## 1393  -17.73672754            NA          NA         NA 0.65630000
## 1463            NA   1.916061882          NA         NA 0.56860000
## 1767            NA   4.308824986          NA         NA 0.48900000
## 2587            NA            NA          NA         NA         NA
## 2607            NA   0.002533197          NA         NA 0.54550000
## 137    -2.23611624   0.670749085          NA         NA 0.40909278
## 258    -1.43535412   0.136966347          NA         NA 0.44578088
## 377             NA  -1.642790556          NA         NA 0.51631446
## 1581            NA            NA          NA         NA 0.51920000
## 1640    3.54772146            NA          NA         NA 0.42640000
## 2382   -2.70203094            NA          NA         NA 0.24070000
## 2503            NA            NA          NA         NA 0.77490000
## 2622            NA  -4.518349841          NA         NA 0.65300000
## 69              NA  16.434755452          NA         NA 0.38087587
## 136     1.78070133   2.826241326          NA         NA 0.40078624
## 1101            NA  -2.057117702          NA         NA 0.17080000
## 1268   -3.79304886  -1.715372145          NA         NA 0.46800000
## 1279            NA   0.412953682          NA         NA 0.30480000
## 1308    2.08818181            NA          NA         NA 0.62250000
## 1324            NA            NA          NA         NA         NA
## 1330   -3.59929516  -0.586670795          NA         NA 0.30660000
## 2104            NA            NA          NA         NA         NA
## 2314            NA            NA          NA         NA 0.73040000
## 2381    2.40146756            NA          NA         NA 0.36920000
## 55     -1.56063907  -0.614299002          NA         NA 0.17170058
## 1153            NA   4.048935856          NA         NA 0.23580000
## 1439            NA            NA          NA         NA 0.70000000
## 1617    0.64068666   1.160344481          NA         NA 0.28920000
## 1653   -2.73158997 -49.392798540          NA   3.190533 0.95240000
## 1737            NA   2.977207115          NA         NA 0.42090000
## 1926   -0.97777223   1.010642875          NA         NA 0.43570000
## 2300   -8.63166650            NA          NA         NA 0.09090000
## 238    -1.38570095  -2.259665876          NA         NA 0.33158690
## 1077    0.50105786   1.632148792          NA         NA 0.56840000
## 1159            NA            NA          NA         NA 0.20000000
## 1253            NA            NA          NA         NA         NA
## 1387            NA   0.464522218          NA         NA 0.50570000
## 1450            NA            NA  1.51936660         NA 0.69440000
## 1915            NA            NA -1.81441493         NA 0.69050000
## 2483            NA            NA          NA         NA 0.50000000
## 612    -1.15700560  -1.687925985          NA         NA 0.34425839
## 1229            NA            NA          NA         NA 1.00000000
## 1231   -2.90020773   1.061147545          NA         NA 0.42110000
## 1349            NA  -0.174016665          NA         NA 0.00580000
## 1553            NA  -1.227200031          NA         NA 0.44370000
## 1660            NA            NA          NA         NA 0.25930000
## 1663    8.53076676   1.802529013  2.62125476         NA 0.36430000
## 1959            NA            NA          NA         NA 0.40000000
## 6121   -1.15700560  -1.687925985          NA         NA 0.34425839
## 12291           NA            NA          NA         NA 1.00000000
## 12311  -2.90020773   1.061147545          NA         NA 0.42110000
## 13491           NA  -0.174016665          NA         NA 0.00580000
## 15531           NA  -1.227200031          NA         NA 0.44370000
## 16601           NA            NA          NA         NA 0.25930000
## 16631   8.53076676   1.802529013  2.62125476         NA 0.36430000
## 19591           NA            NA          NA         NA 0.40000000
## 476             NA  -0.417351480          NA         NA 0.49632895
## 527     1.16939677            NA          NA         NA 0.41397736
## 576    -3.04652075   9.248673430          NA         NA 0.55123657
## 2047            NA            NA          NA         NA 1.00000000
## 2118            NA  -2.495425559          NA         NA 0.60420000
## 2133            NA   0.656729604          NA         NA 0.27350000
## 2134            NA            NA          NA         NA 1.00000000
## 2139            NA            NA          NA         NA 0.58600000
## 2181            NA            NA          NA         NA 0.48190000
## 2190   -1.07325298 -12.283200030          NA         NA 0.54660000
## 2205            NA            NA          NA         NA 0.00450000
## 2206            NA  -2.057715354          NA         NA 0.39920000
## 758    -2.94268491            NA  3.55452054         NA 0.44150000
## 820    -1.55743289   1.104876626          NA         NA         NA
## 1535   -2.00159255            NA          NA         NA 0.64300000
## 1546   -1.41000001            NA          NA         NA 0.60550000
## 1555            NA  -0.195915624          NA         NA 0.23300000
## 1618            NA            NA          NA         NA 0.11590000
## 1684   -1.50574534            NA          NA         NA 0.70000000
## 1740            NA            NA -0.35951417         NA 0.45690000
## 1746   -1.87994999  -5.734809861          NA         NA 0.51950000
## 2515            NA            NA          NA         NA         NA
## 2577            NA  -2.269173545          NA         NA 0.61710000
## 537             NA  -1.540411042          NA         NA 0.42533696
## 960    -1.85454956   0.958998998          NA         NA 0.43160000
## 1068    0.11976241   0.275121517          NA         NA 0.41770000
## 12531           NA            NA          NA         NA         NA
## 1301            NA  -1.727800071          NA         NA 0.04600000
## 1487   -4.30776998            NA -6.60240521         NA 0.55560000
## 1508            NA            NA          NA         NA 0.60340000
## 1735   -7.48805851   0.167989995          NA         NA 0.27120000
## 2294            NA            NA          NA         NA 0.38180000
## 805    -2.99103179  -3.080866734          NA         NA 0.27710000
## 1563   -5.82206011 -11.741014040 -5.74653481         NA 0.81300000
## 1576            NA            NA          NA         NA 1.00000000
## 1578            NA            NA -1.38470744         NA 0.50360000
## 1588    6.15350008            NA          NA         NA         NA
## 1606            NA   2.237300275          NA         NA 0.32060000
## 1644            NA -22.212900220          NA         NA 0.98530000
## 1650            NA            NA          NA         NA 0.48200000
## 1655   -2.12013995            NA          NA -49.252301 1.00000000
## 1679            NA   0.299941965          NA         NA 0.53350000
## 1698            NA   3.939560855          NA         NA 0.50420000
## 1712            NA            NA          NA   7.422845 0.26090000
## 1722            NA  -3.845285518          NA         NA 0.06840000
## 1745            NA  -0.978571460          NA         NA 0.01170000
## 2562            NA  -4.152263728          NA         NA 0.41470000
## 366    -0.34069629  -2.047443241          NA         NA 0.43403215
## 389             NA   1.175908532          NA         NA 0.21291111
## 424     1.50374391            NA          NA         NA         NA
## 1627            NA            NA          NA         NA 0.90000000
## 1668   -1.02385948            NA -3.62882987         NA 0.55730000
## 2123            NA            NA          NA         NA 1.00000000
## 2146            NA            NA  2.32148882         NA 0.10680000
## 21811           NA            NA          NA         NA 0.48190000
## 231    -5.53675668  -1.999992416          NA         NA 0.29348125
## 592             NA  -3.371880123          NA         NA 0.19039023
## 813     1.61429495  -7.671099901          NA         NA 0.22890000
## 1088   -0.60570227   2.805642218          NA         NA 0.44480000
## 1449            NA   0.866602975          NA         NA 0.36590000
## 1670            NA   1.666303296          NA         NA 0.30500000
## 1945            NA            NA  2.27648776         NA 0.13560000
## 2306    7.10494965  -1.100280043          NA         NA 0.76470000
## 2527            NA   1.474718919          NA         NA         NA
## 340     1.56206586            NA          NA         NA 0.28594177
## 429    -4.01546185  -3.308725611          NA         NA 0.19176281
## 807     4.38168744  -0.452827285          NA         NA 0.47450000
## 9231            NA  -1.777303822          NA         NA 0.41540000
## 1867   13.76279990   4.464706580          NA         NA 0.51160000
## 1956    4.40558344  -9.286949784          NA         NA 0.35640000
## 2334   -3.94066498            NA          NA         NA 0.66670000
## 2450            NA   1.066613490          NA         NA 0.07840000
## 372     0.17748014            NA          NA         NA 0.41614846
## 412             NA -14.040095585          NA         NA 0.45039505
## 775    -3.28383322   4.792218317          NA         NA 0.53520000
## 1358   -2.87643001            NA -1.62528572         NA 0.35710000
## 1448            NA  -3.933607615          NA         NA 0.01500000
## 1899   -6.27999976  -1.798530047          NA         NA 0.02170000
## 1939            NA            NA          NA         NA 0.36360000
## 2302            NA            NA          NA         NA 0.21430000
## 347             NA            NA          NA         NA 0.07857586
## 743    -3.62619989   0.421818318          NA         NA 0.21580000
## 1374   -6.57922029            NA -6.57922029         NA 0.64290000
## 1376   -4.00707862   2.727596798          NA         NA 0.36020000
## 14871  -4.30776998            NA -6.60240521         NA 0.55560000
## 1509            NA  -4.413214326          NA         NA 0.68420000
## 1874            NA            NA          NA         NA 0.26920000
## 2270            NA  -6.643324509          NA         NA 0.50000000
## 711    -0.50006655   1.399551038          NA         NA 0.47120000
## 10421           NA  -0.254745460          NA         NA 0.28180000
## 1161    2.02397249   0.968580041          NA         NA 0.02850000
## 1235    1.45696268            NA          NA         NA 0.35640000
## 1300            NA            NA          NA         NA 1.00000000
## 1320   -0.56650000  -1.189768827          NA         NA 0.47660000
## 2238            NA  -5.951470487          NA         NA         NA
## 2569            NA  -8.533419967          NA         NA 0.05550000
## 395             NA   0.965539585          NA         NA 0.43411111
## 1429            NA  -2.973431891          NA         NA 0.19820000
## 1440            NA            NA          NA         NA 0.57140000
## 1443            NA  -0.978677388          NA         NA 0.56630000
## 1474            NA  -0.863969387          NA         NA 0.59740000
## 1501            NA  -4.157225932          NA         NA 0.47200000
## 1502            NA            NA -0.31554306         NA 0.13980000
## 1504    2.83685453            NA          NA         NA 0.36540000
## 1516   -1.17022161            NA          NA         NA 0.74130000
## 1922            NA            NA          NA         NA 0.70190000
## 222     0.13651113   2.424392470          NA         NA 0.54994213
## 4791            NA  -6.104740891          NA         NA 0.27630312
## 1254    1.87599040 -11.862773250          NA         NA 0.29180000
## 1343            NA            NA          NA         NA         NA
## 1671            NA  -2.452891288          NA         NA         NA
## 1705   -5.23431843            NA -0.74661820         NA 0.77000000
## 1719            NA            NA          NA         NA 0.09730000
## 1830            NA  -4.498400007          NA         NA 0.54440000
## 1172  -10.25190895            NA          NA         NA 0.68530000
## 11951           NA            NA  0.52754159         NA 0.51270000
## 1311   -0.84557857            NA          NA         NA 0.33100000
## 1313            NA   0.373865073          NA         NA 0.55660000
## 1353            NA   1.940252352          NA         NA 0.33530000
## 1360            NA  -3.813830706          NA         NA 0.00740000
## 1895   -1.34071023   1.528594395          NA         NA 0.62360000
## 1983            NA            NA          NA         NA 0.02330000
## 2248            NA  -2.262680054          NA         NA 0.54730000
## 2357            NA   4.654294182          NA         NA 0.54050000
## 226             NA   1.869094116          NA         NA 0.51575042
## 480             NA  -1.275924937          NA         NA 0.42687597
## 845     0.98614399  -3.010495832          NA         NA 0.06050000
## 1552    1.40707784 -72.408497330          NA         NA 0.56520000
## 1609            NA  -5.620908110          NA         NA 0.44370000
## 1703            NA            NA          NA         NA 0.30770000
## 1728            NA            NA -0.28595099         NA 0.48650000
## 2145            NA  -3.282345086          NA         NA 0.55810000
## 249     2.05851530   1.563935289          NA         NA 0.54939306
## 251     0.16826999            NA          NA         NA 0.12927755
## 506    -0.15456107            NA          NA         NA 0.46423901
## 556             NA  -0.761213930          NA         NA 0.33188333
## 1208            NA  -2.750491259          NA         NA 0.02110000
## 1283            NA            NA          NA         NA 0.86120000
## 1284    1.03532595  -1.645731678          NA         NA 0.49410000
## 2345            NA  -2.770826386          NA         NA 0.14140000
## 2565            NA            NA          NA         NA 0.20590000
## 317             NA  -0.671694989          NA         NA 0.26135000
## 335             NA            NA          NA         NA 0.45759752
## 663    -0.47508807  -1.735390200          NA         NA 0.04829638
## 1333            NA            NA          NA         NA 0.10830000
## 1475            NA   0.561271811          NA         NA 0.64100000
## 19961           NA            NA          NA         NA 0.21430000
## 2113   -0.80087727            NA          NA         NA 0.56180000
## 2368            NA   4.375173735          NA         NA         NA
## 22      0.49796906            NA          NA         NA         NA
## 63      1.66929219            NA          NA         NA 0.58017327
## 168    -3.17775620  -4.321800560          NA         NA 0.60595075
## 174     2.37981545            NA          NA         NA 0.48795615
## 673     1.13772096  -0.297666473          NA         NA 0.48733893
## 1177            NA  -3.092437424          NA         NA 0.40540000
## 1180    2.76163912            NA          NA         NA 0.59330000
## 1260    2.18422506  -0.536111423          NA         NA 0.33790000
## 1744            NA            NA          NA         NA 0.15450000
## 1759    1.24541795   3.672116302          NA         NA 0.52440000
## 2222            NA            NA          NA         NA         NA
## 2362            NA  -4.531410949          NA         NA 0.38780000
## 2530            NA            NA          NA         NA 0.62860000
## 2600            NA   1.276534982          NA         NA 0.17490000
## 2641            NA  -3.897500038          NA         NA 0.56160000
## 7581   -2.94268491            NA  3.55452054         NA 0.44150000
## 1178            NA -29.015433790          NA         NA 0.16760000
## 1287   -2.29088889   0.756750020          NA         NA 0.46210000
## 1445            NA            NA          NA         NA         NA
## 19561   4.40558344  -9.286949784          NA         NA 0.35640000
## 2229            NA   1.489370726          NA         NA 0.42400000
## 2246            NA  -7.812641561          NA         NA 0.12550000
## 2312   -1.78824679   0.636243758          NA         NA 0.06020000
## 2412            NA  -1.038807964          NA         NA 0.70920000
## 173    -0.39069624  -8.761911164          NA         NA 0.64871303
## 315             NA  -0.015882971          NA         NA 0.66990814
## 376     0.18435501            NA          NA         NA 0.72101284
## 1630            NA            NA          NA         NA 0.20000000
## 1646            NA  -1.644114964          NA         NA 0.14120000
## 1683            NA            NA -0.29295683         NA         NA
## 1891            NA   1.757781953          NA         NA 0.01640000
## 1930            NA            NA  2.17581110         NA         NA
## 2007            NA            NA          NA         NA 0.00290000
## 2252            NA  -3.465899825          NA         NA         NA
## 2471            NA            NA          NA         NA 0.33190000
## 2511    2.36784592            NA          NA         NA 0.60990000
## 152             NA            NA          NA         NA 0.02047667
## 307             NA            NA          NA         NA 0.41062647
## 414             NA            NA          NA         NA 0.10223268
## 1185   -4.29301741  -5.269226020          NA         NA 0.82540000
## 1331    0.93339258   3.053616498          NA         NA 0.25320000
## 1351   -2.56450996   9.648716450          NA         NA 0.39130000
## 1565  -15.18409479            NA          NA         NA 0.45000000
## 1718            NA            NA 11.38629988  -3.609440 0.97060000
## 1808            NA            NA          NA   2.867220 0.24240000
## 2013   -1.38432161   0.471603049          NA         NA 0.54610000
## 2031            NA            NA          NA         NA 0.24140000
## 2090            NA  -1.328941215          NA         NA 0.40000000
## 598             NA   0.386186412          NA         NA 0.49230700
## 1155            NA            NA          NA         NA 0.44970000
## 13581  -2.87643001            NA -1.62528572         NA 0.35710000
## 1533            NA  -0.738324346          NA         NA 0.45550000
## 2025            NA   0.240912300  1.53561897         NA 0.34760000
## 2035            NA  -7.010419138          NA         NA 0.50230000
## 2307            NA   2.141111096          NA         NA 0.25170000
## 2498   -1.69169381  -1.037318953          NA         NA 0.53180000
## 5321   -4.50272476  -2.145362313          NA         NA 0.43439196
## 975     1.34378064   1.119762257          NA         NA 0.45680000
## 1040    1.13115418  -0.347459862          NA         NA 0.34990000
## 1214            NA            NA          NA         NA 0.63370000
## 1612            NA            NA          NA         NA 1.00000000
## 2006            NA            NA          NA         NA 1.00000000
## 2338  -13.88953832  -4.319409078          NA         NA 0.03460000
## 2504            NA            NA          NA         NA         NA
## 2536    0.16961100  12.647428680          NA         NA 0.48000000
## 279             NA  -3.104272519          NA         NA 0.52221402
## 351             NA            NA -1.84910783         NA 0.54983846
## 1336            NA  -2.022117563          NA         NA 0.45000000
## 13492           NA  -0.174016665          NA         NA 0.00580000
## 1356            NA            NA  1.25602362         NA 0.59690000
## 1417            NA  -2.183636346          NA         NA 0.37160000
## 15091           NA  -4.413214326          NA         NA 0.68420000
## 1542            NA            NA          NA         NA         NA
## 2055   -2.61639491   1.264650456          NA         NA 0.22490000
## 2273            NA            NA          NA         NA         NA
## 2499            NA  -1.830327294          NA         NA 0.13850000
## 2566   -1.35168232   0.035563000          NA         NA 0.60630000
## 51     -0.80050992  -0.892853479          NA         NA 0.11814664
## 365             NA            NA  0.06728324         NA 0.01791907
## 552             NA            NA -3.16509616         NA 0.63038649
## 630             NA            NA          NA         NA 0.45070000
## 1493            NA            NA          NA         NA 0.70590000
## 1506            NA            NA          NA         NA 0.00950000
## 1514            NA            NA          NA         NA         NA
## 1925            NA            NA  0.40534186         NA 0.48630000
## 2349            NA            NA          NA         NA 0.55260000
## 2413            NA   1.541959960          NA         NA 0.25000000
## 2629            NA   0.566377152          NA         NA         NA
## 48      1.56564074            NA          NA         NA         NA
## 246             NA            NA          NA         NA 0.10630131
## 1428            NA -12.315277260          NA         NA 0.84620000
## 14872  -4.30776998            NA -6.60240521         NA 0.55560000
## 1503    0.49354234            NA          NA         NA 0.29330000
## 16981           NA   3.939560855          NA         NA 0.50420000
## 1700            NA            NA          NA         NA 0.34960000
## 2169            NA            NA          NA         NA 0.81820000
## 2178            NA   0.017362624          NA         NA 0.40420000
## 2626            NA  -0.107868419          NA         NA 0.71940000
## 3951            NA   0.965539585          NA         NA 0.43411111
## 1270   -1.44189497            NA          NA         NA         NA
## 1315   -0.07183479  19.736899440          NA         NA 0.53230000
## 1381            NA   5.581299825          NA         NA 0.57970000
## 16531  -2.73158997 -49.392798540          NA   3.190533 0.95240000
## 1661    0.44971000   2.703582184          NA         NA 0.46720000
## 2027            NA  -4.249767981          NA         NA 0.66810000
## 2128            NA  -0.381378463          NA         NA 0.48660000
## 1220            NA  -0.093775832          NA         NA         NA
## 1369            NA            NA          NA         NA         NA
## 1392            NA            NA          NA         NA 0.00980000
## 1751            NA   3.071959913          NA         NA 0.70440000
## 1988            NA            NA          NA         NA 0.24260000
## 2153  -78.85490060   0.388113271          NA         NA 0.56760000
## 2167   -1.96020907  -2.523634303          NA         NA 0.55430000
## 2437   -3.68275004  -2.127391359          NA         NA 0.42020000
## 2454    2.02537056  -1.051195529          NA         NA 0.31560000
## 2578            NA            NA          NA         NA         NA
## 1097    0.11322479            NA -1.34318754         NA 0.36920000
## 1209            NA            NA          NA         NA         NA
## 1335            NA  -3.243530169          NA         NA 0.35220000
## 1975  -15.96507175            NA          NA         NA 0.27480000
## 2187            NA  -6.222000122          NA         NA 0.36350000
## 2259    5.40189991            NA          NA         NA 0.48280000
## 2341            NA  -4.826627536          NA         NA 0.60470000
## 2453            NA  -2.731593450          NA         NA 0.28480000
## 2522   -0.34035972            NA          NA         NA 0.47760000
## 574             NA  -0.925339266          NA         NA         NA
## 590             NA  -1.992811831          NA         NA 0.51977234
## 983     0.06504311            NA  0.20428729         NA 0.41890000
## 1013   -0.24067403  -1.624750031          NA         NA 0.32740000
## 2076            NA            NA          NA         NA 0.96080000
## 2158            NA            NA          NA         NA 0.15380000
## 2177            NA  -1.071575710          NA         NA         NA
## 2324            NA            NA          NA         NA 0.65500000
## 182    -4.99052828  -0.562841697          NA         NA         NA
## 212    -1.19488836  -1.433215427          NA         NA 0.11706950
## 333    -1.45315917  -2.306091989          NA         NA 0.23836632
## 609    -0.03742975  -0.514729702          NA         NA 0.50535315
## 1162   -2.45010273  -0.499957126          NA         NA 0.07950000
## 1286   -1.62809544            NA          NA         NA 0.00090000
## 1426    1.03385260            NA          NA         NA 0.43430000
## 1611            NA  -4.062695018          NA         NA 0.25070000
## 1882            NA   1.560365863          NA         NA 0.53300000
## 1958    0.60928299   1.187863162          NA         NA 0.15870000
## 2038            NA            NA  2.26285813         NA 0.69980000
## 2467            NA            NA          NA         NA 0.00140000
## 756     4.13771495 -14.733979700          NA         NA 0.62790000
## 780     0.19860689  -3.342078816          NA         NA 0.61510000
## 991             NA  -0.637565482          NA         NA         NA
## 1305    0.09631685   0.480272963          NA         NA 0.59460000
## 1373            NA            NA          NA         NA 1.00000000
## 1459            NA  -4.129646464          NA         NA 0.63510000
## 1594            NA            NA          NA         NA 0.84000000
## 1860            NA            NA          NA         NA 0.02270000
## 613             NA   4.598705139          NA         NA 0.49646818
## 1108    2.31827779   1.747995121          NA         NA 0.33470000
## 2279            NA            NA          NA         NA 0.69230000
## 2310    3.12890001            NA          NA         NA 0.73330000
## 2333    0.76336669            NA          NA         NA 0.64680000
## 2348            NA  -4.451161431          NA         NA         NA
## 2372            NA  -2.694864853          NA         NA         NA
## 2526            NA            NA          NA         NA         NA
## 2574            NA            NA          NA         NA 0.52100000
## 111    -0.64667454  -1.516509478          NA         NA 0.05000000
## 1438   -3.48240329            NA          NA         NA 0.19300000
## 15041   2.83685453            NA          NA         NA 0.36540000
## 1811            NA            NA          NA         NA 0.94230000
## 2092            NA  -4.853368433          NA         NA 0.17690000
## 2131            NA            NA          NA         NA 0.78570000
## 2410            NA  -2.523550019          NA         NA 0.41380000
## 2539   -1.96499089   3.074713782          NA         NA 0.48010000
## 1111   -0.64667454  -1.516509478          NA         NA 0.05000000
## 14381  -3.48240329            NA          NA         NA 0.19300000
## 15042   2.83685453            NA          NA         NA 0.36540000
## 18111           NA            NA          NA         NA 0.94230000
## 20921           NA  -4.853368433          NA         NA 0.17690000
## 21311           NA            NA          NA         NA 0.78570000
## 24101           NA  -2.523550019          NA         NA 0.41380000
## 25391  -1.96499089   3.074713782          NA         NA 0.48010000
## 529             NA            NA          NA         NA 0.86959783
## 638             NA   4.020965002          NA         NA         NA
## 951             NA            NA -1.88712054         NA 0.51780000
## 1505    1.47131287            NA          NA         NA 0.55400000
## 1614            NA            NA          NA         NA 0.47920000
## 1927   -7.28540375  -6.824928522          NA         NA 0.07900000
## 2481    0.73005599  -0.904275799          NA         NA 0.34890000
## 2590            NA   1.450885148          NA         NA 0.47170000
## 467             NA   0.482038283          NA         NA 0.50583019
##       pitch_type_percentage_1_FF pitch_type_percentage_1_CU
## 479                 0.3099335749               0.0000000000
## 532                 0.4671099890               0.1707689674
## 1032                0.0057179206               0.0050588118
## 1042                0.2978468900               0.0000000000
## 1047                0.5365853659               0.1219512195
## 1964                0.2933328185               0.0000000000
## 2148                0.0000000000               0.2142857143
## 2154                0.0000000000               0.0000000000
## 2192                0.0000000000               0.0000000000
## 2241                0.0754366407               0.0000000000
## 447                 0.2886776802               0.0000000000
## 490                 0.1617916176               0.0000000000
## 496                 0.1616859519               0.1081333529
## 923                 0.4167988987               0.0000000000
## 1038                0.0519838396               0.3110874442
## 1960                0.0000000000               0.0000000000
## 1984                0.5404218934               0.0000000000
## 1996                0.0000000000               0.0000000000
## 2009                0.4090968161               0.0000000000
## 2051                0.3865490017               0.0000000000
## 2085                0.3387834950               0.0384883316
## 342                 0.2693224251               0.0000000000
## 362                 0.3686038102               0.0000000000
## 896                 0.6525735294               0.0762867647
## 1195                0.5051598159               0.0000000000
## 1389                0.5236961181               0.0000000000
## 1393                0.6562500000               0.3437500000
## 1463                0.5708206370               0.0000000000
## 1767                0.5148559106               0.0000000000
## 2587                0.0000000000               0.0000000000
## 2607                0.5389188343               0.0000000000
## 137                 0.4444112632               0.0920414392
## 258                 0.4177940120               0.0000000000
## 377                 0.5591540944               0.0000000000
## 1581                0.0000000000               0.0000000000
## 1640                0.4091946543               0.0953418404
## 2382                0.2491589627               0.2140594887
## 2503                0.7816208361               0.2082583950
## 2622                0.6528158245               0.3305938214
## 69                  0.3783962358               0.0006313131
## 136                 0.3941837199               0.1093960586
## 1101                0.2045218529               0.0000000000
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## 1330                0.3066739473               0.0829661587
## 2104                0.0000000000               0.0000000000
## 2314                0.7200557612               0.0000000000
## 2381                0.3622612476               0.0464374505
## 55                  0.1826652594               0.1063880594
## 1153                0.2246285753               0.0000000000
## 1439                0.7805054945               0.0000000000
## 1617                0.2944985620               0.3389676359
## 1653                0.0000000000               0.0454545455
## 1737                0.4150253026               0.0000000000
## 1926                0.4411934800               0.0391746600
## 2300                0.1160714286               0.1577380952
## 238                 0.3666959713               0.1462266582
## 1077                0.5921162170               0.0306905856
## 1159                0.1900000000               0.0000000000
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## 2483                0.5000000000               0.0000000000
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## 1229                0.0000000000               0.0000000000
## 1231                0.4322808834               0.1181633885
## 1349                0.0021825397               0.0000000000
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## 1663                0.3734662320               0.0000000000
## 1959                0.0000000000               0.0000000000
## 6121                0.4015134390               0.2288621656
## 12291               0.0000000000               0.0000000000
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## 13491               0.0021825397               0.0000000000
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## 19591               0.0000000000               0.0000000000
## 476                 0.4917628032               0.0000000000
## 527                 0.4510399233               0.2391571192
## 576                 0.5716109504               0.0952084108
## 2047                0.0000000000               0.0000000000
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## 2134                0.0000000000               0.0000000000
## 2139                0.5905508952               0.0000000000
## 2181                0.4784924267               0.0000000000
## 2190                0.5484126984               0.1522222222
## 2205                0.0039673314               0.0000000000
## 2206                0.3725538631               0.0000000000
## 758                 0.5289412605               0.0205386742
## 820                 0.0368081811               0.0460435522
## 1535                0.6303799940               0.3696200060
## 1546                0.5979831894               0.1036769384
## 1555                0.2219557768               0.0000000000
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## 12531               0.0000000000               0.0000000000
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## 1487                0.5624190408               0.0096726190
## 1508                0.5915244021               0.1671731193
## 1735                0.1981006648               0.0977682811
## 2294                0.3661276224               0.0000000000
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## 1563                0.8263585661               0.0000000000
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## 1627                0.0000000000               0.0000000000
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## 592                 0.1849921795               0.0000000000
## 813                 0.0869565217               0.1739130435
## 1088                0.5150106939               0.0273282989
## 1449                0.3989152139               0.0000000000
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## 2527                0.0000000000               0.0000000000
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## 807                 0.5550694503               0.0320160502
## 9231                0.4167988987               0.0000000000
## 1867                0.4460784314               0.2107843137
## 1956                0.3580246914               0.2514029181
## 2334                0.6666666667               0.0952380952
## 2450                0.0744814247               0.0000000000
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## 412                 0.4882128212               0.0000000000
## 775                 0.5849624060               0.0714285714
## 1358                0.3571428571               0.0714285714
## 1448                0.0111052557               0.0000000000
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## 347                 0.0681719309               0.0000000000
## 743                 0.2699624099               0.0229997370
## 1374                0.6428571429               0.0000000000
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## 14871               0.5624190408               0.0096726190
## 1509                0.7322916667               0.0000000000
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## 1922                0.6430864711               0.0000000000
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## 4791                0.3099335749               0.0000000000
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## 1343                0.0000000000               0.6666666667
## 1671                0.0000000000               0.0000000000
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##       pitch_type_percentage_1_SL pitch_type_percentage_1_FC
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## 2590                 0.000000000                0.000000000
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##       pitch_type_percentage_3_CH pitch_type_percentage_3_SI
## 479                  0.033333333                0.033333333
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## 1042                 0.100000000                0.225000000
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##       pitch_type_percentage_1_KC pitch_type_percentage_2_KC
## 479                  0.000000000                0.000000000
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## 2349                 0.000000000                0.000000000
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## 2578                 0.000000000                0.000000000
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## 2522                 0.000000000                0.000000000
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## 983                  0.000000000                0.100481020
## 1013                 0.233674439                0.000000000
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## 2324                 0.000000000                0.000000000
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## 212                  0.003921569                0.000000000
## 333                  0.087850189                0.000000000
## 609                  0.212844395                0.000000000
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## 2467                 0.000000000                0.000000000
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## 18111                0.000000000                0.000000000
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## 21311                0.000000000                0.000000000
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## 25391                0.000000000                0.000000000
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## 638                  0.000000000                0.000000000
## 951                  0.000000000                0.183809524
## 1505                 0.000000000                0.000000000
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## 1927                 0.030381383                0.000000000
## 2481                 0.000000000                0.000000000
## 2590                 0.000000000                0.000000000
## 467                  0.000000000                0.000000000
##       pitch_type_percentage_2_FS pitch_type_percentage_3_CU
## 479                  0.000000000                0.000000000
## 532                  0.000000000                0.000000000
## 1032                 0.000000000                0.004807692
## 1042                 0.000000000                0.000000000
## 1047                 0.000000000                0.000000000
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## 2154                 0.000000000                0.000000000
## 2192                 0.000000000                0.000000000
## 2241                 0.000000000                0.000000000
## 447                  0.566935773                0.000000000
## 490                  0.000000000                0.000000000
## 496                  0.000000000                0.047368421
## 923                  0.000000000                0.000000000
## 1038                 0.000000000                0.302935898
## 1960                 0.000000000                0.000000000
## 1984                 0.000000000                0.000000000
## 1996                 0.000000000                0.000000000
## 2009                 0.000000000                0.000000000
## 2051                 0.000000000                0.000000000
## 2085                 0.055767762                0.000000000
## 342                  0.000000000                0.000000000
## 362                  0.091136664                0.000000000
## 896                  0.000000000                0.055555556
## 1195                 0.000000000                0.000000000
## 1389                 0.000000000                0.000000000
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## 1463                 0.000000000                0.000000000
## 1767                 0.000000000                0.000000000
## 2587                 0.000000000                0.000000000
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## 258                  0.000000000                0.000000000
## 377                  0.000000000                0.000000000
## 1581                 0.000000000                0.000000000
## 1640                 0.000000000                0.000000000
## 2382                 0.000000000                0.000000000
## 2503                 0.000000000                0.000000000
## 2622                 0.000000000                0.000000000
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## 1308                 0.000000000                0.000000000
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## 1153                 0.000000000                0.000000000
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## 1737                 0.000000000                0.000000000
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## 1077                 0.000000000                0.007025904
## 1159                 0.000000000                0.000000000
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## 1450                 0.000000000                0.000000000
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## 1229                 0.000000000                0.000000000
## 1231                 0.000000000                0.000000000
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## 1552                 0.000000000                0.000000000
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## 251                  0.000000000                0.000000000
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## 1333                 0.000000000                0.000000000
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## 63                   0.000000000                0.000000000
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## 174                  0.000000000                0.000000000
## 673                  0.000000000                0.010416667
## 1177                 0.000000000                0.000000000
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## 1683                 0.000000000                0.000000000
## 1891                 0.000000000                0.000000000
## 1930                 0.000000000                0.000000000
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## 152                  0.000000000                0.000000000
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## 1155                 0.000000000                0.000000000
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## 2035                 0.000000000                0.000000000
## 2307                 0.000000000                0.000000000
## 2498                 0.000000000                0.050000000
## 5321                 0.000000000                0.000000000
## 975                  0.000000000                0.064996699
## 1040                 0.000000000                0.118055556
## 1214                 0.000000000                0.000000000
## 1612                 0.000000000                0.000000000
## 2006                 0.000000000                0.000000000
## 2338                 0.000000000                0.000000000
## 2504                 0.000000000                0.000000000
## 2536                 0.000000000                0.000000000
## 279                  0.000000000                0.000000000
## 351                  0.002840909                0.000000000
## 1336                 0.000000000                0.000000000
## 13492                0.000000000                0.000000000
## 1356                 0.000000000                0.000000000
## 1417                 0.000000000                0.000000000
## 15091                0.000000000                0.000000000
## 1542                 0.000000000                0.000000000
## 2055                 0.000000000                0.000000000
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## 2566                 0.000000000                0.000000000
## 51                   0.000000000                0.027033278
## 365                  0.228013391                0.000000000
## 552                  0.000000000                0.000000000
## 630                  0.000000000                0.000000000
## 1493                 0.000000000                0.000000000
## 1506                 0.000000000                0.000000000
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## 1925                 0.000000000                0.000000000
## 2349                 0.000000000                0.000000000
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## 1428                 0.000000000                0.000000000
## 14872                0.000000000                0.000000000
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## 1700                 0.000000000                0.000000000
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## 2178                 0.000000000                0.000000000
## 2626                 0.000000000                0.000000000
## 3951                 0.000000000                0.000000000
## 1270                 0.000000000                0.000000000
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## 1381                 0.000000000                0.000000000
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## 2128                 0.000000000                0.000000000
## 1220                 0.000000000                0.000000000
## 1369                 0.000000000                0.000000000
## 1392                 0.000000000                0.000000000
## 1751                 0.000000000                0.000000000
## 1988                 0.000000000                0.000000000
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## 2167                 0.000000000                0.000000000
## 2437                 0.000000000                0.000000000
## 2454                 0.000000000                0.000000000
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## 1097                 0.001388889                0.153546738
## 1209                 0.000000000                0.000000000
## 1335                 0.000000000                0.000000000
## 1975                 0.000000000                0.000000000
## 2187                 0.000000000                0.000000000
## 2259                 0.000000000                0.000000000
## 2341                 0.000000000                0.000000000
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## 2522                 0.000000000                0.000000000
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## 590                  0.000000000                0.000000000
## 983                  0.155149519                0.000000000
## 1013                 0.000000000                0.186559467
## 2076                 0.000000000                0.000000000
## 2158                 0.000000000                0.000000000
## 2177                 0.000000000                0.000000000
## 2324                 0.000000000                0.000000000
## 182                  0.000000000                0.000000000
## 212                  0.000000000                0.000000000
## 333                  0.000000000                0.061475666
## 609                  0.000000000                0.195191629
## 1162                 0.000000000                0.000000000
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## 1426                 0.000000000                0.000000000
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## 1882                 0.000000000                0.000000000
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## 756                  0.000000000                0.000000000
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## 2279                 0.000000000                0.000000000
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## 1505                 0.000000000                0.000000000
## 1614                 0.000000000                0.000000000
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## 2481                 0.000000000                0.000000000
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##       pitch_type_percentage_1_SV pitch_type_percentage_2_SV
## 479                    0.0000000                  0.0000000
## 532                    0.0000000                  0.0000000
## 1032                   0.0000000                  0.0000000
## 1042                   0.0000000                  0.0000000
## 1047                   0.0000000                  0.0000000
## 1964                   0.0000000                  0.0000000
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## 2154                   0.0000000                  0.0000000
## 2192                   0.0000000                  0.0000000
## 2241                   0.0000000                  0.0000000
## 447                    0.0000000                  0.0000000
## 490                    0.0000000                  0.0000000
## 496                    0.0000000                  0.0000000
## 923                    0.0000000                  0.0000000
## 1038                   0.0000000                  0.0000000
## 1960                   0.0000000                  0.0000000
## 1984                   0.0000000                  0.0000000
## 1996                   0.0000000                  0.0000000
## 2009                   0.0000000                  0.0000000
## 2051                   0.0000000                  0.0000000
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##       pitch_type_percentage_3_CS pitch_type_percentage_1_EP
## 479                            0                 0.00000000
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##       pitch_type_percentage_5_SL pitch_type_percentage_1_KN
## 479                  0.000000000                  0.0000000
## 532                  0.000000000                  0.0000000
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## 479                            0                          0
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## 1042                           0                          0
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##       pitch_type_percentage_5_CH pitch_type_percentage_4_CS
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##       pitch_type_percentage_3_PO pitch_type_percentage_5_CU
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##       pitch_type_percentage_1_FO pitch_type_percentage_2_FO
## 479                            0                          0
## 532                            0                          0
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## 1426                           0                  0.0000000
## 1611                           0                  0.0000000
## 1882                           0                  0.0000000
## 1958                           0                  0.0000000
## 2038                           0                  0.0000000
## 2467                           0                  0.0000000
## 756                            0                  0.0000000
## 780                            0                  0.0000000
## 991                            0                  0.0000000
## 1305                           0                  0.0000000
## 1373                           0                  0.0000000
## 1459                           0                  0.0000000
## 1594                           0                  0.0000000
## 1860                           0                  0.0000000
## 613                            0                  0.0000000
## 1108                           0                  0.0000000
## 2279                           0                  0.0000000
## 2310                           0                  0.0000000
## 2333                           0                  0.0000000
## 2348                           0                  0.0000000
## 2372                           0                  0.0000000
## 2526                           0                  0.0000000
## 2574                           0                  0.0000000
## 111                            0                  0.0000000
## 1438                           0                  0.0000000
## 15041                          0                  0.0000000
## 1811                           0                  0.0000000
## 2092                           0                  0.0000000
## 2131                           0                  0.0000000
## 2410                           0                  0.0000000
## 2539                           0                  0.0000000
## 1111                           0                  0.0000000
## 14381                          0                  0.0000000
## 15042                          0                  0.0000000
## 18111                          0                  0.0000000
## 20921                          0                  0.0000000
## 21311                          0                  0.0000000
## 24101                          0                  0.0000000
## 25391                          0                  0.0000000
## 529                            0                  0.0000000
## 638                            0                  0.0000000
## 951                            0                  0.0000000
## 1505                           0                  0.0000000
## 1614                           0                  0.0000000
## 1927                           0                  0.0000000
## 2481                           0                  0.0000000
## 2590                           0                  0.0000000
## 467                            0                  0.0000000
##       pitch_type_percentage_2_SC pitch_type_percentage_4_FO
## 479                            0                          0
## 532                            0                          0
## 1032                           0                          0
## 1042                           0                          0
## 1047                           0                          0
## 1964                           0                          0
## 2148                           0                          0
## 2154                           0                          0
## 2192                           0                          0
## 2241                           0                          0
## 447                            0                          0
## 490                            0                          0
## 496                            0                          0
## 923                            0                          0
## 1038                           0                          0
## 1960                           0                          0
## 1984                           0                          0
## 1996                           0                          0
## 2009                           0                          0
## 2051                           0                          0
## 2085                           0                          0
## 342                            0                          0
## 362                            0                          0
## 896                            0                          0
## 1195                           0                          0
## 1389                           0                          0
## 1393                           0                          0
## 1463                           0                          0
## 1767                           0                          0
## 2587                           0                          0
## 2607                           0                          0
## 137                            0                          0
## 258                            0                          0
## 377                            0                          0
## 1581                           0                          0
## 1640                           0                          0
## 2382                           0                          0
## 2503                           0                          0
## 2622                           0                          0
## 69                             0                          0
## 136                            0                          0
## 1101                           0                          0
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## 1614                           0                          0
## 1927                           0                          0
## 2481                           0                          0
## 2590                           0                          0
## 467                            0                          0
##       diff_pitch_type_percentage_1_2_diff_CH
## 479                             0.0434215081
## 532                            -0.0357972164
## 1032                            0.0599355673
## 1042                            0.0491448056
## 1047                            0.1219512195
## 1964                           -0.0512173012
## 2148                            0.0000000000
## 2154                            0.0000000000
## 2192                            0.0541005291
## 2241                           -0.1979308974
## 447                             0.0000000000
## 490                            -0.2004555051
## 496                            -0.0477653820
## 923                             0.1043037654
## 1038                            0.1013130604
## 1960                            0.0000000000
## 1984                            0.0000000000
## 1996                            0.0000000000
## 2009                           -0.0917478882
## 2051                            0.0000000000
## 2085                            0.0000000000
## 342                             0.0687627471
## 362                             0.0000000000
## 896                             0.0412188914
## 1195                           -0.0177959998
## 1389                            0.0000000000
## 1393                            0.0000000000
## 1463                           -0.2639997117
## 1767                            0.0098039216
## 2587                            0.0000000000
## 2607                           -0.0388750047
## 137                             0.0496097780
## 258                            -0.1084536819
## 377                            -0.0425290696
## 1581                            0.0000000000
## 1640                            0.0000000000
## 2382                            0.0000000000
## 2503                            0.0000000000
## 2622                           -0.0165903541
## 69                             -0.0010344828
## 136                            -0.0557037394
## 1101                            0.0396409663
## 1268                           -0.1499948511
## 1279                           -0.2269247969
## 1308                            0.0000000000
## 1324                            0.0000000000
## 1330                           -0.0888010671
## 2104                            0.0000000000
## 2314                            0.0000000000
## 2381                            0.0000000000
## 55                             -0.0244248645
## 1153                           -0.0162943763
## 1439                            0.0000000000
## 1617                           -0.0124967480
## 1653                            0.0000000000
## 1737                           -0.2225427014
## 1926                           -0.2122098863
## 2300                            0.0000000000
## 238                             0.0335659959
## 1077                           -0.0045105442
## 1159                            0.0000000000
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## 1387                           -0.2304688694
## 1450                           -0.2500000000
## 1915                           -0.0192219680
## 2483                            0.0000000000
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## 1229                            0.0000000000
## 1231                           -0.0322420635
## 1349                           -0.5360725678
## 1553                           -0.0143103553
## 1660                            0.0032051282
## 1663                           -0.2007711845
## 1959                            0.0000000000
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## 12291                           0.0000000000
## 12311                          -0.0322420635
## 13491                          -0.5360725678
## 15531                          -0.0143103553
## 16601                           0.0032051282
## 16631                          -0.2007711845
## 19591                           0.0000000000
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## 527                             0.0002645503
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## 537                             0.0045717813
## 960                             0.0196475046
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## 12531                           0.0000000000
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## 1983                            0.0000000000
## 2248                           -0.1314064242
## 2357                           -0.2770660552
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## 174                             0.0000000000
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## 1180                            0.0000000000
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## 1927                           -9.452916e-02
## 2481                           -3.125855e-01
## 2590                           -4.797343e-01
## 467                            -1.159999e-02
##       diff_pitch_type_percentage_1_2_diff_SI
## 479                             0.0514609256
## 532                             0.0000000000
## 1032                           -0.1192941870
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## 479                            -0.0413222165
## 532                             0.0000000000
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##       diff_pitch_type_percentage_1_2_diff_SV
## 479                                0.0000000
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## 479                             0.0000000000
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##       diff_pitch_type_percentage_1_2_diff_FA
## 479                               0.00000000
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## 479                             0.0000000000
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## 2481                              0.00000000
## 2590                              0.00000000
## 467                               0.00000000
##       diff_pitch_type_percentage_1_2_diff_FO
## 479                                        0
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##       diff_pitch_type_percentage_1_2_diff_SC
## 479                                        0
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##       diff_pitch_type_percentage_2_3_diff_FC
## 479                             -0.084760132
## 532                             -0.149346405
## 1032                             0.000000000
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## 479                            -0.2371174524
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##       diff_pitch_type_percentage_2_3_diff_SL
## 479                            -0.1320926385
## 532                             0.0000000000
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## 479                            -0.1847187758
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## 479                              0.000000000
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##       diff_pitch_type_percentage_2_3_diff_CS
## 479                              0.000000000
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##       diff_pitch_type_percentage_2_3_diff_NA
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## 467                                        0
##       diff_pitch_type_percentage_2_3_diff_KN
## 479                                        0
## 532                                        0
## 1032                                       0
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## 1047                                       0
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##       diff_pitch_type_percentage_2_3_diff_PO
## 479                              0.000000000
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## 479                                        0          0.32028611
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## 1032                                       0          0.29621632
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## 1459                                       0          0.33803582
## 1594                                       0          0.38822222
## 1860                                       0          0.33070646
## 613                                        0          0.35537037
## 1108                                       0          0.20897917
## 2279                                       0          0.41719048
## 2310                                       0          0.30833333
## 2333                                       0          0.30828553
## 2348                                       0          0.35190547
## 2372                                       0          0.32120056
## 2526                                       0          0.44083333
## 2574                                       0          0.27126667
## 111                                        0          0.33159259
## 1438                                       0          0.31162951
## 15041                                      0          0.26427143
## 1811                                       0          0.49580556
## 2092                                       0          0.29607333
## 2131                                       0          0.40973611
## 2410                                       0          0.47066667
## 2539                                       0          0.27191919
## 1111                                       0          0.33159259
## 14381                                      0          0.31162951
## 15042                                      0          0.26427143
## 18111                                      0          0.49580556
## 20921                                      0          0.29607333
## 21311                                      0          0.40973611
## 24101                                      0          0.47066667
## 25391                                      0          0.27191919
## 529                                        0          0.32796655
## 638                                        0          0.26480921
## 951                                        0          0.23068889
## 1505                                       0          0.26480982
## 1614                                       0          0.34355937
## 1927                                       0          0.33092928
## 2481                                       0          0.29537782
## 2590                                       0          0.24663786
## 467                                        0          0.21675000
##       xwoba_times_faced_2 xwoba_times_faced_3 xwoba_times_faced_4
## 479            0.28432589           0.0090000                  NA
## 532            0.33595000                  NA                  NA
## 1032           0.31768707           0.3396179           0.0947500
## 1042           0.22387500           0.3414107                  NA
## 1047           0.19200000           0.6630000                  NA
## 1964                   NA                  NA                  NA
## 2148                   NA                  NA                  NA
## 2154                   NA                  NA                  NA
## 2192           0.10366667                  NA                  NA
## 2241           0.05700000                  NA                  NA
## 447            0.33032747           0.3533400                  NA
## 490            0.32619120           0.5181389                  NA
## 496            0.41530714           0.5522786                  NA
## 923            0.34908542           0.3601333                  NA
## 1038           0.28838384           0.3202833           0.3503750
## 1960                   NA                  NA                  NA
## 1984           0.47040000                  NA                  NA
## 1996                   NA                  NA                  NA
## 2009                   NA                  NA                  NA
## 2051                   NA                  NA                  NA
## 2085           0.37975000                  NA                  NA
## 342            0.35765608           0.6465722                  NA
## 362            0.31624392           0.3061622           0.2895000
## 896            0.38354167           0.4846786           0.0840000
## 1195                   NA                  NA                  NA
## 1389                   NA                  NA                  NA
## 1393                   NA                  NA                  NA
## 1463                   NA                  NA                  NA
## 1767           0.22080000                  NA                  NA
## 2587           0.41500000                  NA                  NA
## 2607                   NA                  NA                  NA
## 137            0.36874515           0.2885323           0.0310000
## 258            0.28861111                  NA                  NA
## 377            0.35299306           0.2221667                  NA
## 1581                   NA                  NA                  NA
## 1640                   NA                  NA                  NA
## 2382                   NA                  NA                  NA
## 2503                   NA                  NA                  NA
## 2622                   NA                  NA                  NA
## 69             0.54100000                  NA                  NA
## 136            0.27857000                  NA                  NA
## 1101           0.34483507           0.4191147           0.5047917
## 1268           0.41300000                  NA                  NA
## 1279                   NA                  NA                  NA
## 1308                   NA                  NA                  NA
## 1324                   NA                  NA                  NA
## 1330                   NA                  NA                  NA
## 2104                   NA                  NA                  NA
## 2314                   NA                  NA                  NA
## 2381                   NA                  NA                  NA
## 55             0.37194583           0.4015449           0.3926667
## 1153                   NA                  NA                  NA
## 1439                   NA                  NA                  NA
## 1617           0.04200000                  NA                  NA
## 1653                   NA                  NA                  NA
## 1737                   NA                  NA                  NA
## 1926                   NA                  NA                  NA
## 2300           0.00000000                  NA                  NA
## 238            0.28744373           0.3279511                  NA
## 1077           0.35115822           0.3735192           0.3640000
## 1159                   NA                  NA                  NA
## 1253                   NA                  NA                  NA
## 1387                   NA                  NA                  NA
## 1450                   NA                  NA                  NA
## 1915                   NA                  NA                  NA
## 2483                   NA                  NA                  NA
## 612            0.38529299           0.4247100                  NA
## 1229           0.38050000                  NA                  NA
## 1231                   NA                  NA                  NA
## 1349           0.40344444                  NA                  NA
## 1553                   NA                  NA                  NA
## 1660           0.23188889                  NA                  NA
## 1663           0.63400000                  NA                  NA
## 1959                   NA                  NA                  NA
## 6121           0.38529299           0.4247100                  NA
## 12291          0.38050000                  NA                  NA
## 12311                  NA                  NA                  NA
## 13491          0.40344444                  NA                  NA
## 15531                  NA                  NA                  NA
## 16601          0.23188889                  NA                  NA
## 16631          0.63400000                  NA                  NA
## 19591                  NA                  NA                  NA
## 476            0.04500000                  NA                  NA
## 527            0.43107235           0.2104133                  NA
## 576            0.33933333                  NA                  NA
## 2047                   NA                  NA                  NA
## 2118                   NA                  NA                  NA
## 2133           0.30150000                  NA                  NA
## 2134                   NA                  NA                  NA
## 2139                   NA                  NA                  NA
## 2181                   NA                  NA                  NA
## 2190           0.62966095                  NA                  NA
## 2205                   NA                  NA                  NA
## 2206           0.78965238                  NA                  NA
## 758            0.26567992           0.3132254           0.2495667
## 820            0.34887985           0.3776138           0.0050000
## 1535                   NA                  NA                  NA
## 1546                   NA                  NA                  NA
## 1555           0.67325000                  NA                  NA
## 1618                   NA                  NA                  NA
## 1684                   NA                  NA                  NA
## 1740                   NA                  NA                  NA
## 1746                   NA                  NA                  NA
## 2515           0.23146667                  NA                  NA
## 2577                   NA                  NA                  NA
## 537            0.35862167           0.3513889                  NA
## 960            0.34709668           0.3365276           0.4095000
## 1068           0.39298843           0.2503667                  NA
## 12531                  NA                  NA                  NA
## 1301           0.34604583                  NA                  NA
## 1487                   NA                  NA                  NA
## 1508                   NA                  NA                  NA
## 1735                   NA                  NA                  NA
## 2294                   NA                  NA                  NA
## 805            0.22055556           0.6856000                  NA
## 1563                   NA                  NA                  NA
## 1576                   NA                  NA                  NA
## 1578                   NA                  NA                  NA
## 1588                   NA                  NA                  NA
## 1606                   NA                  NA                  NA
## 1644                   NA                  NA                  NA
## 1650                   NA                  NA                  NA
## 1655                   NA                  NA                  NA
## 1679                   NA                  NA                  NA
## 1698                   NA                  NA                  NA
## 1712                   NA                  NA                  NA
## 1722                   NA                  NA                  NA
## 1745                   NA                  NA                  NA
## 2562           0.89508333                  NA                  NA
## 366            0.31972685           0.4353038           0.8120000
## 389                    NA                  NA                  NA
## 424            0.07100000                  NA                  NA
## 1627                   NA                  NA                  NA
## 1668                   NA                  NA                  NA
## 2123                   NA                  NA                  NA
## 2146           0.11700000                  NA                  NA
## 21811                  NA                  NA                  NA
## 231            0.48860000                  NA                  NA
## 592            0.45042063           0.1178333                  NA
## 813            0.40700000           0.4664444                  NA
## 1088           0.31765432           0.2325833                  NA
## 1449                   NA                  NA                  NA
## 1670           0.32350000                  NA                  NA
## 1945                   NA                  NA                  NA
## 2306                   NA                  NA                  NA
## 2527           0.26400000                  NA                  NA
## 340                    NA                  NA                  NA
## 429            0.33348119           0.3039717                  NA
## 807            0.20420455           0.5422726                  NA
## 9231           0.34908542           0.3601333                  NA
## 1867                   NA                  NA                  NA
## 1956           0.57175000                  NA                  NA
## 2334                   NA                  NA                  NA
## 2450                   NA                  NA                  NA
## 372            0.34066718           0.3672264           0.5892222
## 412            0.51234375           0.2080000                  NA
## 775            0.55894444                  NA                  NA
## 1358                   NA                  NA                  NA
## 1448                   NA                  NA                  NA
## 1899           0.39620000                  NA                  NA
## 1939                   NA                  NA                  NA
## 2302                   NA                  NA                  NA
## 347                    NA                  NA                  NA
## 743            0.30209079           0.3547861           0.2949854
## 1374                   NA                  NA                  NA
## 1376                   NA                  NA                  NA
## 14871                  NA                  NA                  NA
## 1509                   NA                  NA                  NA
## 1874                   NA                  NA                  NA
## 2270                   NA                  NA                  NA
## 711            0.28062454           0.3130847           0.2147500
## 10421          0.22387500           0.3414107                  NA
## 1161           0.21400000                  NA                  NA
## 1235                   NA                  NA                  NA
## 1300                   NA                  NA                  NA
## 1320                   NA                  NA                  NA
## 2238                   NA                  NA                  NA
## 2569           0.06700000                  NA                  NA
## 395            0.35443750                  NA                  NA
## 1429                   NA                  NA                  NA
## 1440                   NA                  NA                  NA
## 1443           0.10800000                  NA                  NA
## 1474           0.08500000                  NA                  NA
## 1501                   NA                  NA                  NA
## 1502                   NA                  NA                  NA
## 1504                   NA                  NA                  NA
## 1516                   NA                  NA                  NA
## 1922                   NA                  NA                  NA
## 222                    NA                  NA                  NA
## 4791           0.28432589           0.0090000                  NA
## 1254                   NA                  NA                  NA
## 1343                   NA                  NA                  NA
## 1671           0.51230000                  NA                  NA
## 1705                   NA                  NA                  NA
## 1719                   NA                  NA                  NA
## 1830                   NA                  NA                  NA
## 1172                   NA                  NA                  NA
## 11951                  NA                  NA                  NA
## 1311                   NA                  NA                  NA
## 1313                   NA                  NA                  NA
## 1353                   NA                  NA                  NA
## 1360                   NA                  NA                  NA
## 1895           0.49571429                  NA                  NA
## 1983                   NA                  NA                  NA
## 2248           0.28300000                  NA                  NA
## 2357                   NA                  NA                  NA
## 226                    NA                  NA                  NA
## 480            0.34642677           0.4755440           0.3570000
## 845            0.35158274           0.3054421           0.3715000
## 1552                   NA                  NA                  NA
## 1609           0.00000000                  NA                  NA
## 1703                   NA                  NA                  NA
## 1728                   NA                  NA                  NA
## 2145                   NA                  NA                  NA
## 249            0.22067315           0.2683012                  NA
## 251            0.24533333                  NA                  NA
## 506            0.37271373           0.3796400                  NA
## 556            0.36899537           0.2870000                  NA
## 1208                   NA                  NA                  NA
## 1283                   NA                  NA                  NA
## 1284                   NA                  NA                  NA
## 2345           0.00000000                  NA                  NA
## 2565                   NA                  NA                  NA
## 317            0.21946296           0.2812476                  NA
## 335                    NA                  NA                  NA
## 663            0.30072407           0.4556528           0.2680000
## 1333           0.61766667                  NA                  NA
## 1475                   NA                  NA                  NA
## 19961                  NA                  NA                  NA
## 2113           0.70000000                  NA                  NA
## 2368           0.31544444           0.2842500           0.1275000
## 22                     NA                  NA                  NA
## 63                     NA                  NA                  NA
## 168            0.28633571           0.3771369                  NA
## 174                    NA                  NA                  NA
## 673            0.40245926           0.3546667                  NA
## 1177                   NA                  NA                  NA
## 1180                   NA                  NA                  NA
## 1260                   NA                  NA                  NA
## 1744           0.86650000                  NA                  NA
## 1759           0.01600000                  NA                  NA
## 2222           0.21800000                  NA                  NA
## 2362           0.26000000                  NA                  NA
## 2530           0.09100000                  NA                  NA
## 2600                   NA                  NA                  NA
## 2641           0.22512963           0.2415000                  NA
## 7581           0.26567992           0.3132254           0.2495667
## 1178                   NA                  NA                  NA
## 1287           0.11600000                  NA                  NA
## 1445                   NA                  NA                  NA
## 19561          0.57175000                  NA                  NA
## 2229           0.21800000           0.4212500                  NA
## 2246           0.23400000                  NA                  NA
## 2312           0.30040000                  NA                  NA
## 2412                   NA                  NA                  NA
## 173            0.31658095           0.1553333                  NA
## 315            0.21017429           0.2991449                  NA
## 376            0.85900000                  NA                  NA
## 1630                   NA                  NA                  NA
## 1646           0.81300000                  NA                  NA
## 1683                   NA                  NA                  NA
## 1891           0.10500000                  NA                  NA
## 1930                   NA                  NA                  NA
## 2007                   NA                  NA                  NA
## 2252           0.00000000                  NA                  NA
## 2471           0.00000000                  NA                  NA
## 2511           0.29150000                  NA                  NA
## 152            0.06700000                  NA                  NA
## 307                    NA                  NA                  NA
## 414                    NA                  NA                  NA
## 1185                   NA                  NA                  NA
## 1331                   NA                  NA                  NA
## 1351                   NA                  NA                  NA
## 1565                   NA                  NA                  NA
## 1718                   NA                  NA                  NA
## 1808                   NA                  NA                  NA
## 2013           0.18950000                  NA                  NA
## 2031                   NA                  NA                  NA
## 2090           0.47050000                  NA                  NA
## 598            0.36680903           0.5051429                  NA
## 1155                   NA                  NA                  NA
## 13581                  NA                  NA                  NA
## 1533           0.00000000                  NA                  NA
## 2025                   NA                  NA                  NA
## 2035                   NA                  NA                  NA
## 2307                   NA                  NA                  NA
## 2498           0.25507778           0.5370000                  NA
## 5321           0.33595000                  NA                  NA
## 975            0.28676870           0.2477480           0.2650000
## 1040           0.40557407           0.5339375                  NA
## 1214           0.00000000                  NA                  NA
## 1612                   NA                  NA                  NA
## 2006                   NA                  NA                  NA
## 2338                   NA                  NA                  NA
## 2504                   NA                  NA                  NA
## 2536           0.16300000                  NA                  NA
## 279                    NA                  NA                  NA
## 351            0.21475000                  NA                  NA
## 1336                   NA                  NA                  NA
## 13492          0.40344444                  NA                  NA
## 1356                   NA                  NA                  NA
## 1417           0.70000000                  NA                  NA
## 15091                  NA                  NA                  NA
## 1542                   NA                  NA                  NA
## 2055                   NA                  NA                  NA
## 2273                   NA                  NA                  NA
## 2499           0.24833333                  NA                  NA
## 2566                   NA                  NA                  NA
## 51             0.33202169           0.4405298                  NA
## 365            0.37587762           0.4183718           0.0070000
## 552                    NA                  NA                  NA
## 630            0.29479514           0.2514167                  NA
## 1493                   NA                  NA                  NA
## 1506                   NA                  NA                  NA
## 1514                   NA                  NA                  NA
## 1925                   NA                  NA                  NA
## 2349                   NA                  NA                  NA
## 2413                   NA                  NA                  NA
## 2629           0.26742917                  NA                  NA
## 48                     NA                  NA                  NA
## 246                    NA                  NA                  NA
## 1428                   NA                  NA                  NA
## 14872                  NA                  NA                  NA
## 1503                   NA                  NA                  NA
## 16981                  NA                  NA                  NA
## 1700                   NA                  NA                  NA
## 2169                   NA                  NA                  NA
## 2178                   NA                  NA                  NA
## 2626                   NA                  NA                  NA
## 3951           0.35443750                  NA                  NA
## 1270                   NA                  NA                  NA
## 1315                   NA                  NA                  NA
## 1381                   NA                  NA                  NA
## 16531                  NA                  NA                  NA
## 1661                   NA                  NA                  NA
## 2027                   NA                  NA                  NA
## 2128                   NA                  NA                  NA
## 1220                   NA                  NA                  NA
## 1369                   NA                  NA                  NA
## 1392           0.49800000                  NA                  NA
## 1751                   NA                  NA                  NA
## 1988                   NA                  NA                  NA
## 2153           0.33800000                  NA                  NA
## 2167           0.91500000                  NA                  NA
## 2437           0.45462500                  NA                  NA
## 2454                   NA                  NA                  NA
## 2578                   NA                  NA                  NA
## 1097           0.30493176           0.3955788           0.1510000
## 1209                   NA                  NA                  NA
## 1335                   NA                  NA                  NA
## 1975                   NA                  NA                  NA
## 2187                   NA                  NA                  NA
## 2259                   NA                  NA                  NA
## 2341                   NA                  NA                  NA
## 2453                   NA                  NA                  NA
## 2522                   NA                  NA                  NA
## 574            0.34635138           0.2322526                  NA
## 590            0.26566176                  NA                  NA
## 983            0.28415668           0.3385111           0.3962000
## 1013           0.34139423           0.3178414           0.3315000
## 2076                   NA                  NA                  NA
## 2158                   NA                  NA                  NA
## 2177           0.09500000                  NA                  NA
## 2324                   NA                  NA                  NA
## 182            0.24800000                  NA                  NA
## 212            0.00000000                  NA                  NA
## 333            0.33602399           0.4146834                  NA
## 609            0.33420533           0.3666013           0.3420000
## 1162           0.00000000                  NA                  NA
## 1286                   NA                  NA                  NA
## 1426                   NA                  NA                  NA
## 1611           0.23943750                  NA                  NA
## 1882           0.10500000                  NA                  NA
## 1958                   NA                  NA                  NA
## 2038                   NA                  NA                  NA
## 2467                   NA                  NA                  NA
## 756            0.49400000                  NA                  NA
## 780            0.32983611           0.3414088                  NA
## 991            0.34174521           0.3396598           0.2474167
## 1305           0.05700000                  NA                  NA
## 1373                   NA                  NA                  NA
## 1459                   NA                  NA                  NA
## 1594                   NA                  NA                  NA
## 1860                   NA                  NA                  NA
## 613            0.48145833           0.5135000                  NA
## 1108           0.31156746           0.2031315           0.4640000
## 2279                   NA                  NA                  NA
## 2310                   NA                  NA                  NA
## 2333           0.00900000                  NA                  NA
## 2348           0.80400000                  NA                  NA
## 2372                   NA                  NA                  NA
## 2526                   NA                  NA                  NA
## 2574                   NA                  NA                  NA
## 111            0.29575417           0.2571667                  NA
## 1438           0.08083333                  NA                  NA
## 15041                  NA                  NA                  NA
## 1811                   NA                  NA                  NA
## 2092                   NA                  NA                  NA
## 2131                   NA                  NA                  NA
## 2410                   NA                  NA                  NA
## 2539                   NA                  NA                  NA
## 1111           0.29575417           0.2571667                  NA
## 14381          0.08083333                  NA                  NA
## 15042                  NA                  NA                  NA
## 18111                  NA                  NA                  NA
## 20921                  NA                  NA                  NA
## 21311                  NA                  NA                  NA
## 24101                  NA                  NA                  NA
## 25391                  NA                  NA                  NA
## 529                    NA                  NA                  NA
## 638                    NA                  NA                  NA
## 951            0.28019722           0.4736250                  NA
## 1505                   NA                  NA                  NA
## 1614                   NA                  NA                  NA
## 1927           0.22837500                  NA                  NA
## 2481           0.00000000                  NA                  NA
## 2590                   NA                  NA                  NA
## 467            0.32347361           0.2923472                  NA
##       xwoba_times_faced_5 xwoba_faced_diff_1_2 xwoba_faced_diff_2_3
## 479                    NA        -0.0359602183         -0.275325893
## 532                    NA        -0.0195849206                   NA
## 1032                   NA         0.0214707465          0.021930857
## 1042                   NA        -0.0911750000          0.117535714
## 1047                   NA        -0.1493333333          0.471000000
## 1964                   NA                   NA                   NA
## 2148                   NA                   NA                   NA
## 2154                   NA                   NA                   NA
## 2192                   NA        -0.2016527778                   NA
## 2241                   NA        -0.2495983245                   NA
## 447                    NA         0.0243406966          0.023012531
## 490                    NA         0.0166987536          0.191947685
## 496                    NA         0.0899614638          0.136971429
## 923                    NA         0.0418354167          0.011047917
## 1038                   NA        -0.0132368687          0.031899476
## 1960                   NA                   NA                   NA
## 1984                   NA         0.0938000000                   NA
## 1996                   NA                   NA                   NA
## 2009                   NA                   NA                   NA
## 2051                   NA                   NA                   NA
## 2085                   NA         0.0629370851                   NA
## 342                    NA        -0.0975708995          0.288916138
## 362                    NA        -0.0003070259         -0.010081741
## 896                    NA         0.0300972222          0.101136905
## 1195                   NA                   NA                   NA
## 1389                   NA                   NA                   NA
## 1393                   NA                   NA                   NA
## 1463                   NA                   NA                   NA
## 1767                   NA        -0.0190917027                   NA
## 2587                   NA         0.1226076389                   NA
## 2607                   NA                   NA                   NA
## 137                    NA         0.0297729243         -0.080212871
## 258                    NA         0.0224965797                   NA
## 377                    NA         0.0187581349         -0.130826389
## 1581                   NA                   NA                   NA
## 1640                   NA                   NA                   NA
## 2382                   NA                   NA                   NA
## 2503                   NA                   NA                   NA
## 2622                   NA                   NA                   NA
## 69                     NA         0.2444211971                   NA
## 136                    NA        -0.0159692999                   NA
## 1101                   NA        -0.0364118924          0.074279639
## 1268                   NA         0.1149227613                   NA
## 1279                   NA                   NA                   NA
## 1308                   NA                   NA                   NA
## 1324                   NA                   NA                   NA
## 1330                   NA                   NA                   NA
## 2104                   NA                   NA                   NA
## 2314                   NA                   NA                   NA
## 2381                   NA                   NA                   NA
## 55                     NA         0.0727116579          0.029599078
## 1153                   NA                   NA                   NA
## 1439                   NA                   NA                   NA
## 1617                   NA        -0.2361480223                   NA
## 1653                   NA                   NA                   NA
## 1737                   NA                   NA                   NA
## 1926                   NA                   NA                   NA
## 2300                   NA        -0.3435000000                   NA
## 238                    NA        -0.0574368280          0.040507378
## 1077                   NA         0.0973494213          0.022361017
## 1159                   NA                   NA                   NA
## 1253                   NA                   NA                   NA
## 1387                   NA                   NA                   NA
## 1450                   NA                   NA                   NA
## 1915                   NA                   NA                   NA
## 2483                   NA                   NA                   NA
## 612                    NA         0.0377744709          0.039417011
## 1229                   NA        -0.0177777778                   NA
## 1231                   NA                   NA                   NA
## 1349                   NA         0.0983241213                   NA
## 1553                   NA                   NA                   NA
## 1660                   NA        -0.0531848309                   NA
## 1663                   NA         0.3789054945                   NA
## 1959                   NA                   NA                   NA
## 6121                   NA         0.0377744709          0.039417011
## 12291                  NA        -0.0177777778                   NA
## 12311                  NA                   NA                   NA
## 13491                  NA         0.0983241213                   NA
## 15531                  NA                   NA                   NA
## 16601                  NA        -0.0531848309                   NA
## 16631                  NA         0.3789054945                   NA
## 19591                  NA                   NA                   NA
## 476                    NA        -0.2645749320                   NA
## 527                    NA         0.1245314600         -0.220659013
## 576                    NA        -0.0062825198                   NA
## 2047                   NA                   NA                   NA
## 2118                   NA                   NA                   NA
## 2133                   NA        -0.0125831905                   NA
## 2134                   NA                   NA                   NA
## 2139                   NA                   NA                   NA
## 2181                   NA                   NA                   NA
## 2190                   NA         0.2841720635                   NA
## 2205                   NA                   NA                   NA
## 2206                   NA         0.4677922336                   NA
## 758                    NA        -0.0286095685          0.047545455
## 820                    NA         0.0092592740          0.028733959
## 1535                   NA                   NA                   NA
## 1546                   NA                   NA                   NA
## 1555                   NA         0.4173311141                   NA
## 1618                   NA                   NA                   NA
## 1684                   NA                   NA                   NA
## 1740                   NA                   NA                   NA
## 1746                   NA                   NA                   NA
## 2515                   NA        -0.0796138322                   NA
## 2577                   NA                   NA                   NA
## 537                    NA        -0.0169561111         -0.007232778
## 960                    NA         0.0709133478         -0.010569089
## 1068                   NA         0.0718773148         -0.142621759
## 12531                  NA                   NA                   NA
## 1301                   NA         0.0468631519                   NA
## 1487                   NA                   NA                   NA
## 1508                   NA                   NA                   NA
## 1735                   NA                   NA                   NA
## 2294                   NA                   NA                   NA
## 805                    NA        -0.0373333333          0.465044444
## 1563                   NA                   NA                   NA
## 1576                   NA                   NA                   NA
## 1578                   NA                   NA                   NA
## 1588                   NA                   NA                   NA
## 1606                   NA                   NA                   NA
## 1644                   NA                   NA                   NA
## 1650                   NA                   NA                   NA
## 1655                   NA                   NA                   NA
## 1679                   NA                   NA                   NA
## 1698                   NA                   NA                   NA
## 1712                   NA                   NA                   NA
## 1722                   NA                   NA                   NA
## 1745                   NA                   NA                   NA
## 2562                   NA         0.5399895125                   NA
## 366                    NA        -0.0429993934          0.115576949
## 389                    NA                   NA                   NA
## 424                    NA        -0.1750446208                   NA
## 1627                   NA                   NA                   NA
## 1668                   NA                   NA                   NA
## 2123                   NA                   NA                   NA
## 2146                   NA        -0.1598632479                   NA
## 21811                  NA                   NA                   NA
## 231                    NA         0.2888388889                   NA
## 592                    NA         0.1579250882         -0.332587302
## 813                    NA         0.0076666667          0.059444444
## 1088                   NA        -0.0595015432         -0.085070988
## 1449                   NA                   NA                   NA
## 1670                   NA         0.0010675303                   NA
## 1945                   NA                   NA                   NA
## 2306                   NA                   NA                   NA
## 2527                   NA        -0.0474277269                   NA
## 340                    NA                   NA                   NA
## 429                  0.00         0.0316214150         -0.029509520
## 807                    NA         0.0133358586          0.338068074
## 9231                   NA         0.0418354167          0.011047917
## 1867                   NA                   NA                   NA
## 1956                   NA         0.0452092593                   NA
## 2334                   NA                   NA                   NA
## 2450                   NA                   NA                   NA
## 372                    NA        -0.0047892801          0.026559232
## 412                    NA         0.1342485560         -0.304343750
## 775                    NA         0.2279444444                   NA
## 1358                   NA                   NA                   NA
## 1448                   NA                   NA                   NA
## 1899                   NA         0.1874222222                   NA
## 1939                   NA                   NA                   NA
## 2302                   NA                   NA                   NA
## 347                    NA                   NA                   NA
## 743                  0.35         0.0502820423          0.052695322
## 1374                   NA                   NA                   NA
## 1376                   NA                   NA                   NA
## 14871                  NA                   NA                   NA
## 1509                   NA                   NA                   NA
## 1874                   NA                   NA                   NA
## 2270                   NA                   NA                   NA
## 711                    NA         0.0166660185          0.032460165
## 10421                  NA        -0.0911750000          0.117535714
## 1161                   NA        -0.0700140005                   NA
## 1235                   NA                   NA                   NA
## 1300                   NA                   NA                   NA
## 1320                   NA                   NA                   NA
## 2238                   NA                   NA                   NA
## 2569                   NA        -0.2388743560                   NA
## 395                    NA         0.0732493339                   NA
## 1429                   NA                   NA                   NA
## 1440                   NA                   NA                   NA
## 1443                   NA        -0.1651432839                   NA
## 1474                   NA        -0.2681475268                   NA
## 1501                   NA                   NA                   NA
## 1502                   NA                   NA                   NA
## 1504                   NA                   NA                   NA
## 1516                   NA                   NA                   NA
## 1922                   NA                   NA                   NA
## 222                    NA                   NA                   NA
## 4791                   NA        -0.0359602183         -0.275325893
## 1254                   NA                   NA                   NA
## 1343                   NA                   NA                   NA
## 1671                   NA         0.1678588152                   NA
## 1705                   NA                   NA                   NA
## 1719                   NA                   NA                   NA
## 1830                   NA                   NA                   NA
## 1172                   NA                   NA                   NA
## 11951                  NA                   NA                   NA
## 1311                   NA                   NA                   NA
## 1313                   NA                   NA                   NA
## 1353                   NA                   NA                   NA
## 1360                   NA                   NA                   NA
## 1895                   NA         0.1889757672                   NA
## 1983                   NA                   NA                   NA
## 2248                   NA        -0.0933790675                   NA
## 2357                   NA                   NA                   NA
## 226                    NA                   NA                   NA
## 480                    NA         0.0901647695          0.129117201
## 845                    NA         0.0342444444         -0.046140592
## 1552                   NA                   NA                   NA
## 1609                   NA        -0.2563781030                   NA
## 1703                   NA                   NA                   NA
## 1728                   NA                   NA                   NA
## 2145                   NA                   NA                   NA
## 249                    NA        -0.0558129630          0.047628042
## 251                    NA        -0.0410351361                   NA
## 506                    NA         0.0568640996          0.006926313
## 556                    NA         0.0390112434         -0.081995370
## 1208                   NA                   NA                   NA
## 1283                   NA                   NA                   NA
## 1284                   NA                   NA                   NA
## 2345                   NA        -0.3274649826                   NA
## 2565                   NA                   NA                   NA
## 317                    NA         0.0044851852          0.061784656
## 335                    NA                   NA                   NA
## 663                    NA        -0.0163203704          0.154928704
## 1333                   NA         0.3452947090                   NA
## 1475                   NA                   NA                   NA
## 19961                  NA                   NA                   NA
## 2113                   NA         0.4852197691                   NA
## 2368                   NA         0.0397671717         -0.031194444
## 22                     NA                   NA                   NA
## 63                     NA                   NA                   NA
## 168                    NA        -0.0262490810          0.090801190
## 174                    NA                   NA                   NA
## 673                    NA         0.1029000331         -0.047792593
## 1177                   NA                   NA                   NA
## 1180                   NA                   NA                   NA
## 1260                   NA                   NA                   NA
## 1744                   NA         0.5187361111                   NA
## 1759                   NA        -0.2762958063                   NA
## 2222                   NA        -0.0527804278                   NA
## 2362                   NA        -0.0878001082                   NA
## 2530                   NA        -0.2473402778                   NA
## 2600                   NA                   NA                   NA
## 2641                   NA        -0.0783735269          0.016370370
## 7581                   NA        -0.0286095685          0.047545455
## 1178                   NA                   NA                   NA
## 1287                   NA        -0.1475725500                   NA
## 1445                   NA                   NA                   NA
## 19561                  NA         0.0452092593                   NA
## 2229                   NA        -0.2014380952          0.203250000
## 2246                   NA        -0.1112395833                   NA
## 2312                   NA        -0.0354328125                   NA
## 2412                   NA                   NA                   NA
## 173                    NA         0.0353029819         -0.161247619
## 315                    NA        -0.0343979365          0.088970600
## 376                    NA         0.6182835253                   NA
## 1630                   NA                   NA                   NA
## 1646                   NA         0.4785125000                   NA
## 1683                   NA                   NA                   NA
## 1891                   NA        -0.1903091787                   NA
## 1930                   NA                   NA                   NA
## 2007                   NA                   NA                   NA
## 2252                   NA        -0.3272916667                   NA
## 2471                   NA        -0.3558492674                   NA
## 2511                   NA        -0.1135747475                   NA
## 152                    NA        -0.2319997199                   NA
## 307                    NA                   NA                   NA
## 414                    NA                   NA                   NA
## 1185                   NA                   NA                   NA
## 1331                   NA                   NA                   NA
## 1351                   NA                   NA                   NA
## 1565                   NA                   NA                   NA
## 1718                   NA                   NA                   NA
## 1808                   NA                   NA                   NA
## 2013                   NA        -0.0911737165                   NA
## 2031                   NA                   NA                   NA
## 2090                   NA         0.0603192240                   NA
## 598                    NA         0.0479790675          0.138333829
## 1155                   NA                   NA                   NA
## 13581                  NA                   NA                   NA
## 1533                   NA        -0.3019748110                   NA
## 2025                   NA                   NA                   NA
## 2035                   NA                   NA                   NA
## 2307                   NA                   NA                   NA
## 2498                   NA        -0.1209227778          0.281922222
## 5321                   NA        -0.0195849206                   NA
## 975                    NA        -0.0235897436         -0.039020648
## 1040                   NA         0.1831851852          0.128363426
## 1214                   NA        -0.3518801282                   NA
## 1612                   NA                   NA                   NA
## 2006                   NA                   NA                   NA
## 2338                   NA                   NA                   NA
## 2504                   NA                   NA                   NA
## 2536                   NA        -0.1230000000                   NA
## 279                    NA                   NA                   NA
## 351                    NA        -0.0770996392                   NA
## 1336                   NA                   NA                   NA
## 13492                  NA         0.0983241213                   NA
## 1356                   NA                   NA                   NA
## 1417                   NA         0.4682142857                   NA
## 15091                  NA                   NA                   NA
## 1542                   NA                   NA                   NA
## 2055                   NA                   NA                   NA
## 2273                   NA                   NA                   NA
## 2499                   NA        -0.0384845066                   NA
## 2566                   NA                   NA                   NA
## 51                     NA         0.0013715507          0.108508069
## 365                    NA         0.0233563735          0.042494162
## 552                    NA                   NA                   NA
## 630                    NA         0.0345164683         -0.043378472
## 1493                   NA                   NA                   NA
## 1506                   NA                   NA                   NA
## 1514                   NA                   NA                   NA
## 1925                   NA                   NA                   NA
## 2349                   NA                   NA                   NA
## 2413                   NA                   NA                   NA
## 2629                   NA        -0.0212940397                   NA
## 48                     NA                   NA                   NA
## 246                    NA                   NA                   NA
## 1428                   NA                   NA                   NA
## 14872                  NA                   NA                   NA
## 1503                   NA                   NA                   NA
## 16981                  NA                   NA                   NA
## 1700                   NA                   NA                   NA
## 2169                   NA                   NA                   NA
## 2178                   NA                   NA                   NA
## 2626                   NA                   NA                   NA
## 3951                   NA         0.0732493339                   NA
## 1270                   NA                   NA                   NA
## 1315                   NA                   NA                   NA
## 1381                   NA                   NA                   NA
## 16531                  NA                   NA                   NA
## 1661                   NA                   NA                   NA
## 2027                   NA                   NA                   NA
## 2128                   NA                   NA                   NA
## 1220                   NA                   NA                   NA
## 1369                   NA                   NA                   NA
## 1392                   NA         0.2149510163                   NA
## 1751                   NA                   NA                   NA
## 1988                   NA                   NA                   NA
## 2153                   NA         0.0573914079                   NA
## 2167                   NA         0.5297220635                   NA
## 2437                   NA         0.1079976757                   NA
## 2454                   NA                   NA                   NA
## 2578                   NA                   NA                   NA
## 1097                   NA         0.0312632448          0.090647086
## 1209                   NA                   NA                   NA
## 1335                   NA                   NA                   NA
## 1975                   NA                   NA                   NA
## 2187                   NA                   NA                   NA
## 2259                   NA                   NA                   NA
## 2341                   NA                   NA                   NA
## 2453                   NA                   NA                   NA
## 2522                   NA                   NA                   NA
## 574                    NA         0.0274766562         -0.114098821
## 590                    NA        -0.0198541348                   NA
## 983                    NA        -0.0099494792          0.054354390
## 1013                   NA         0.0459625000         -0.023552788
## 2076                   NA                   NA                   NA
## 2158                   NA                   NA                   NA
## 2177                   NA        -0.2997230159                   NA
## 2324                   NA                   NA                   NA
## 182                    NA        -0.0572566865                   NA
## 212                    NA        -0.3077112434                   NA
## 333                    NA         0.0757389657          0.078659363
## 609                    NA        -0.0596491876          0.032396012
## 1162                   NA        -0.2781918403                   NA
## 1286                   NA                   NA                   NA
## 1426                   NA                   NA                   NA
## 1611                   NA        -0.0698180556                   NA
## 1882                   NA        -0.1840881614                   NA
## 1958                   NA                   NA                   NA
## 2038                   NA                   NA                   NA
## 2467                   NA                   NA                   NA
## 756                    NA         0.0434444444                   NA
## 780                    NA         0.0403628472          0.011572661
## 991                    NA         0.0017411877         -0.002085389
## 1305                   NA        -0.2516969061                   NA
## 1373                   NA                   NA                   NA
## 1459                   NA                   NA                   NA
## 1594                   NA                   NA                   NA
## 1860                   NA                   NA                   NA
## 613                    NA         0.1260879630          0.032041667
## 1108                   NA         0.1025882937         -0.108435989
## 2279                   NA                   NA                   NA
## 2310                   NA                   NA                   NA
## 2333                   NA        -0.2992855311                   NA
## 2348                   NA         0.4520945280                   NA
## 2372                   NA                   NA                   NA
## 2526                   NA                   NA                   NA
## 2574                   NA                   NA                   NA
## 111                    NA        -0.0358384259         -0.038587500
## 1438                   NA        -0.2307961787                   NA
## 15041                  NA                   NA                   NA
## 1811                   NA                   NA                   NA
## 2092                   NA                   NA                   NA
## 2131                   NA                   NA                   NA
## 2410                   NA                   NA                   NA
## 2539                   NA                   NA                   NA
## 1111                   NA        -0.0358384259         -0.038587500
## 14381                  NA        -0.2307961787                   NA
## 15042                  NA                   NA                   NA
## 18111                  NA                   NA                   NA
## 20921                  NA                   NA                   NA
## 21311                  NA                   NA                   NA
## 24101                  NA                   NA                   NA
## 25391                  NA                   NA                   NA
## 529                    NA                   NA                   NA
## 638                    NA                   NA                   NA
## 951                    NA         0.0495083333          0.193427778
## 1505                   NA                   NA                   NA
## 1614                   NA                   NA                   NA
## 1927                   NA        -0.1025542800                   NA
## 2481                   NA        -0.2953778175                   NA
## 2590                   NA                   NA                   NA
## 467                    NA         0.1067236111         -0.031126389
##       avg_pitch_number_endurance avg_rolling_avg_velocity
## 479                     39.66667                 92.81111
## 532                     25.50000                 90.08333
## 1032                          NA                       NA
## 1042                    30.00000                 87.56667
## 1047                    36.00000                 92.20000
## 1964                    18.50000                 90.68333
## 2148                          NA                       NA
## 2154                          NA                       NA
## 2192                          NA                       NA
## 2241                          NA                       NA
## 447                     30.42857                 94.95714
## 490                           NA                       NA
## 496                     44.66667                 86.64444
## 923                     58.00000                 92.18333
## 1038                    61.50000                 91.10000
## 1960                          NA                       NA
## 1984                    18.00000                 90.76667
## 1996                          NA                       NA
## 2009                    12.00000                 92.76667
## 2051                    13.00000                 84.70000
## 2085                    38.00000                 95.73333
## 342                           NA                       NA
## 362                     46.80000                 92.84000
## 896                     29.00000                 90.63333
## 1195                    19.12500                 93.85000
## 1389                          NA                       NA
## 1393                    30.00000                 93.13333
## 1463                          NA                       NA
## 1767                    29.00000                 89.26667
## 2587                          NA                       NA
## 2607                          NA                       NA
## 137                     50.09091                 92.79394
## 258                     18.00000                 93.96667
## 377                     72.00000                 91.45000
## 1581                          NA                       NA
## 1640                    18.00000                 93.63333
## 2382                          NA                       NA
## 2503                    17.00000                 91.75000
## 2622                          NA                       NA
## 69                      14.00000                 93.28333
## 136                     29.33333                 92.51667
## 1101                    57.50000                 90.38333
## 1268                    32.00000                 90.50000
## 1279                    14.50000                 92.85000
## 1308                    20.00000                 92.81667
## 1324                          NA                       NA
## 1330                    15.00000                 95.80000
## 2104                          NA                       NA
## 2314                    30.00000                 98.33333
## 2381                    17.50000                 93.58333
## 55                      85.00000                 87.31667
## 1153                          NA                       NA
## 1439                          NA                       NA
## 1617                    24.00000                 93.03333
## 1653                          NA                       NA
## 1737                          NA                       NA
## 1926                    13.20000                 97.18667
## 2300                          NA                       NA
## 238                     37.50000                 94.36667
## 1077                    41.73333                 91.22444
## 1159                          NA                       NA
## 1253                          NA                       NA
## 1387                    12.00000                 91.85000
## 1450                    19.00000                 91.20000
## 1915                          NA                       NA
## 2483                          NA                       NA
## 612                     40.12500                 92.94167
## 1229                          NA                       NA
## 1231                          NA                       NA
## 1349                          NA                       NA
## 1553                    23.50000                 95.50000
## 1660                    16.33333                 96.15556
## 1663                          NA                       NA
## 1959                          NA                       NA
## 6121                    40.12500                 92.94167
## 12291                         NA                       NA
## 12311                         NA                       NA
## 13491                         NA                       NA
## 15531                   23.50000                 95.50000
## 16601                   16.33333                 96.15556
## 16631                         NA                       NA
## 19591                         NA                       NA
## 476                     19.00000                 95.30000
## 527                     38.58333                 93.30833
## 576                     32.00000                 93.06667
## 2047                          NA                       NA
## 2118                    17.00000                 93.83333
## 2133                    42.00000                 96.60000
## 2134                          NA                       NA
## 2139                          NA                       NA
## 2181                          NA                       NA
## 2190                    28.00000                 91.60833
## 2205                          NA                       NA
## 2206                    28.25000                 90.18333
## 758                     37.57143                 92.16190
## 820                     60.00000                 88.47778
## 1535                    15.00000                 94.02222
## 1546                     6.00000                 96.23333
## 1555                    30.00000                 96.03333
## 1618                          NA                       NA
## 1684                    17.00000                 95.04444
## 1740                          NA                       NA
## 1746                          NA                       NA
## 2515                          NA                       NA
## 2577                    21.50000                 92.76667
## 537                     35.66667                 88.22222
## 960                     54.60000                 94.42000
## 1068                    18.50000                 88.55000
## 12531                         NA                       NA
## 1301                          NA                       NA
## 1487                    22.00000                 94.00000
## 1508                    18.50000                 90.21667
## 1735                          NA                       NA
## 2294                          NA                       NA
## 805                           NA                       NA
## 1563                    23.00000                 92.21667
## 1576                          NA                       NA
## 1578                          NA                       NA
## 1588                          NA                       NA
## 1606                    16.33333                 93.68889
## 1644                          NA                       NA
## 1650                          NA                       NA
## 1655                          NA                       NA
## 1679                          NA                       NA
## 1698                          NA                       NA
## 1712                          NA                       NA
## 1722                          NA                       NA
## 1745                          NA                       NA
## 2562                    18.66667                 87.85556
## 366                     47.61538                 93.14872
## 389                           NA                       NA
## 424                           NA                       NA
## 1627                          NA                       NA
## 1668                    20.00000                 94.12667
## 2123                          NA                       NA
## 2146                          NA                       NA
## 21811                         NA                       NA
## 231                           NA                       NA
## 592                     75.00000                 88.20000
## 813                     58.00000                 88.36667
## 1088                    43.80000                 91.22000
## 1449                    21.50000                 95.91667
## 1670                    17.00000                 94.10000
## 1945                          NA                       NA
## 2306                          NA                       NA
## 2527                          NA                       NA
## 340                     22.00000                 93.36667
## 429                     45.00000                 90.96667
## 807                     41.85714                 97.91429
## 9231                    58.00000                 92.18333
## 1867                    29.00000                 98.23333
## 1956                          NA                       NA
## 2334                          NA                       NA
## 2450                          NA                       NA
## 372                     40.00000                 91.44074
## 412                     36.80000                 92.72667
## 775                     72.00000                 90.60000
## 1358                          NA                       NA
## 1448                          NA                       NA
## 1899                          NA                       NA
## 1939                          NA                       NA
## 2302                          NA                       NA
## 347                           NA                       NA
## 743                     25.50000                 96.30000
## 1374                     6.00000                 93.30000
## 1376                          NA                       NA
## 14871                   22.00000                 94.00000
## 1509                    13.00000                 94.80000
## 1874                          NA                       NA
## 2270                          NA                       NA
## 711                     54.83333                 96.00556
## 10421                   30.00000                 87.56667
## 1161                          NA                       NA
## 1235                    18.00000                 94.41667
## 1300                          NA                       NA
## 1320                     8.00000                 93.30000
## 2238                          NA                       NA
## 2569                          NA                       NA
## 395                     35.50000                 91.85000
## 1429                          NA                       NA
## 1440                          NA                       NA
## 1443                    30.00000                 90.76667
## 1474                    26.10000                 94.90667
## 1501                    23.00000                 93.23333
## 1502                          NA                       NA
## 1504                          NA                       NA
## 1516                    21.00000                 94.15000
## 1922                          NA                       NA
## 222                     19.20000                 94.22000
## 4791                    39.66667                 92.81111
## 1254                    22.00000                 93.90000
## 1343                          NA                       NA
## 1671                          NA                       NA
## 1705                          NA                       NA
## 1719                          NA                       NA
## 1830                          NA                       NA
## 1172                          NA                       NA
## 11951                   19.12500                 93.85000
## 1311                          NA                       NA
## 1313                          NA                       NA
## 1353                    14.33333                 93.61111
## 1360                          NA                       NA
## 1895                    30.50000                 95.48333
## 1983                          NA                       NA
## 2248                    23.00000                 93.36667
## 2357                          NA                       NA
## 226                     21.50000                 96.35000
## 480                     44.62500                 94.79583
## 845                     51.00000                 92.08333
## 1552                          NA                       NA
## 1609                    13.00000                 93.99333
## 1703                          NA                       NA
## 1728                    16.00000                 94.60000
## 2145                          NA                       NA
## 249                     37.27273                 90.42727
## 251                     39.00000                 91.80000
## 506                           NA                       NA
## 556                     43.00000                 89.46667
## 1208                          NA                       NA
## 1283                          NA                       NA
## 1284                    16.66667                 96.12222
## 2345                    20.00000                 84.56667
## 2565                          NA                       NA
## 317                     70.00000                 92.55000
## 335                     18.50000                 91.91667
## 663                           NA                       NA
## 1333                          NA                       NA
## 1475                          NA                       NA
## 19961                         NA                       NA
## 2113                    12.75000                 98.70000
## 2368                          NA                       NA
## 22                            NA                       NA
## 63                      31.00000                 95.10000
## 168                     44.20000                 93.85333
## 174                           NA                       NA
## 673                     18.00000                 90.21667
## 1177                          NA                       NA
## 1180                    14.00000                 96.56667
## 1260                          NA                       NA
## 1744                          NA                       NA
## 1759                    31.00000                 94.30000
## 2222                          NA                       NA
## 2362                          NA                       NA
## 2530                    17.00000                 91.65000
## 2600                          NA                       NA
## 2641                    22.00000                 90.74444
## 7581                    37.57143                 92.16190
## 1178                    24.50000                 88.31667
## 1287                    15.75000                 92.19167
## 1445                          NA                       NA
## 19561                         NA                       NA
## 2229                          NA                       NA
## 2246                          NA                       NA
## 2312                          NA                       NA
## 2412                    11.75000                 91.12917
## 173                     48.80000                 95.00000
## 315                     41.52381                 97.12381
## 376                     24.50000                 98.40000
## 1630                          NA                       NA
## 1646                          NA                       NA
## 1683                    20.50000                 95.31667
## 1891                          NA                       NA
## 1930                          NA                       NA
## 2007                          NA                       NA
## 2252                          NA                       NA
## 2471                          NA                       NA
## 2511                    26.00000                 93.25000
## 152                           NA                       NA
## 307                     16.71429                 88.08095
## 414                           NA                       NA
## 1185                    20.00000                 91.86667
## 1331                    18.00000                 94.93333
## 1351                          NA                       NA
## 1565                          NA                       NA
## 1718                          NA                       NA
## 1808                          NA                       NA
## 2013                    21.75000                 91.60833
## 2031                          NA                       NA
## 2090                          NA                       NA
## 598                     63.66667                 89.23333
## 1155                          NA                       NA
## 13581                         NA                       NA
## 1533                    19.25000                 92.25833
## 2025                    24.00000                 94.90000
## 2035                          NA                       NA
## 2307                          NA                       NA
## 2498                          NA                       NA
## 5321                    25.50000                 90.08333
## 975                     51.46667                 90.35556
## 1040                    51.40000                 89.85333
## 1214                          NA                       NA
## 1612                          NA                       NA
## 2006                          NA                       NA
## 2338                          NA                       NA
## 2504                          NA                       NA
## 2536                    27.00000                 91.86667
## 279                      9.00000                 93.16667
## 351                           NA                       NA
## 1336                    34.00000                 91.70000
## 13492                         NA                       NA
## 1356                    14.00000                 95.68333
## 1417                    24.00000                 90.63333
## 15091                   13.00000                 94.80000
## 1542                          NA                       NA
## 2055                          NA                       NA
## 2273                          NA                       NA
## 2499                    39.00000                 92.70000
## 2566                          NA                       NA
## 51                      51.40000                 90.30000
## 365                           NA                       NA
## 552                     14.50000                 92.01333
## 630                     26.33333                 92.47407
## 1493                          NA                       NA
## 1506                          NA                       NA
## 1514                          NA                       NA
## 1925                    28.00000                 94.40000
## 2349                          NA                       NA
## 2413                          NA                       NA
## 2629                          NA                       NA
## 48                       9.00000                 93.93333
## 246                           NA                       NA
## 1428                    11.00000                 98.30000
## 14872                   22.00000                 94.00000
## 1503                          NA                       NA
## 16981                         NA                       NA
## 1700                    18.00000                 86.10000
## 2169                          NA                       NA
## 2178                    19.00000                 91.80000
## 2626                     8.00000                 92.83333
## 3951                    35.50000                 91.85000
## 1270                          NA                       NA
## 1315                    34.00000                 92.83333
## 1381                          NA                       NA
## 16531                         NA                       NA
## 1661                          NA                       NA
## 2027                    13.50000                 95.65000
## 2128                    32.00000                 94.26667
## 1220                          NA                       NA
## 1369                          NA                       NA
## 1392                          NA                       NA
## 1751                    10.00000                 95.93333
## 1988                          NA                       NA
## 2153                    16.87500                 93.59167
## 2167                     7.00000                 93.20000
## 2437                    24.00000                 84.80000
## 2454                    26.00000                 90.40000
## 2578                          NA                       NA
## 1097                    52.12500                 90.20000
## 1209                          NA                       NA
## 1335                    11.33333                 93.86667
## 1975                    27.00000                 92.76667
## 2187                    18.33333                 94.00000
## 2259                          NA                       NA
## 2341                          NA                       NA
## 2453                    13.00000                 90.40000
## 2522                    15.00000                 87.80000
## 574                           NA                       NA
## 590                     19.00000                 92.75556
## 983                     51.12500                 94.80417
## 1013                    62.80000                 88.82000
## 2076                          NA                       NA
## 2158                          NA                       NA
## 2177                          NA                       NA
## 2324                    25.50000                 92.08333
## 182                           NA                       NA
## 212                     31.00000                 95.36667
## 333                     68.00000                 91.87778
## 609                     26.22222                 90.99630
## 1162                          NA                       NA
## 1286                          NA                       NA
## 1426                    15.44444                 95.60741
## 1611                          NA                       NA
## 1882                    24.50000                 91.96667
## 1958                          NA                       NA
## 2038                    19.50000                 94.95000
## 2467                          NA                       NA
## 756                           NA                       NA
## 780                     39.45000                 94.36333
## 991                           NA                       NA
## 1305                    16.50000                 95.32500
## 1373                          NA                       NA
## 1459                    20.00000                 93.26667
## 1594                          NA                       NA
## 1860                          NA                       NA
## 613                           NA                       NA
## 1108                    40.00000                 92.04444
## 2279                          NA                       NA
## 2310                          NA                       NA
## 2333                          NA                       NA
## 2348                    13.00000                 88.13333
## 2372                          NA                       NA
## 2526                          NA                       NA
## 2574                    17.50000                 92.83333
## 111                     15.00000                 85.16667
## 1438                    18.00000                 94.40000
## 15041                         NA                       NA
## 1811                          NA                       NA
## 2092                          NA                       NA
## 2131                          NA                       NA
## 2410                    19.00000                 92.56667
## 2539                          NA                       NA
## 1111                    15.00000                 85.16667
## 14381                   18.00000                 94.40000
## 15042                         NA                       NA
## 18111                         NA                       NA
## 20921                         NA                       NA
## 21311                         NA                       NA
## 24101                   19.00000                 92.56667
## 25391                         NA                       NA
## 529                     17.00000                 91.20000
## 638                           NA                       NA
## 951                           NA                       NA
## 1505                    10.00000                 95.26667
## 1614                    18.66667                 94.27778
## 1927                          NA                       NA
## 2481                    35.00000                 91.50000
## 2590                          NA                       NA
## 467                     76.33333                 92.94444
##       avg_first_pitch_velocity    X inning_role length_role matchup_role
## 479                   94.47778 2603        none        long          LHH
## 532                   91.78333  145        none        none          RHH
## 1032                        NA  112       start        <NA>         <NA>
## 1042                  89.76667  899        none       short         none
## 1047                  94.16667  830      middle        none          RHH
## 1964                  92.30000 1947        none       short         none
## 2148                        NA 2453        late       short         none
## 2154                        NA 2552      middle      medium          RHH
## 2192                        NA 2215        none      medium         none
## 2241                        NA 2334      middle       short         none
## 447                   96.83333 2449        none        long         none
## 490                         NA   32        none       short         none
## 496                   88.60000  372        none        none          RHH
## 923                   93.85000 2112        none        long         none
## 1038                  92.66667  630       start        <NA>         <NA>
## 1960                        NA 2414        late       short          LHH
## 1984                  92.40000 2309        none       short         none
## 1996                        NA 2517        late       short          LHH
## 2009                  94.50000 2560        none       short         none
## 2051                  86.60000 1944        none       short         none
## 2085                  97.26667 2448      middle        none          RHH
## 342                         NA 2000        none       short         none
## 362                   94.58667 2336        none       short         none
## 896                   92.60000 1691        none        none         none
## 1195                  95.54583  380        none       short         none
## 1389                        NA  312        none       short         none
## 1393                  95.00000  814        late      medium          LHH
## 1463                        NA  448        none       short         none
## 1767                  90.83333 1389      middle       short         none
## 2587                        NA 2190        none       short         none
## 2607                        NA 2444        none        none          RHH
## 137                   94.39091  386       start        <NA>         <NA>
## 258                   95.63333 1299        none       short         none
## 377                   93.25000 2504        none        long          LHH
## 1581                        NA 1588        late       short         none
## 1640                  95.20000 1416        none       short         none
## 2382                        NA  366        none       short         none
## 2503                  93.56667 1415        none       short          RHH
## 2622                        NA 2389        none       short         none
## 69                    94.95000   50        none       short         none
## 136                   94.28889  138        none        none         none
## 1101                  92.07500 1839       start        <NA>         <NA>
## 1268                  92.03333  284        none       short         none
## 1279                  94.55000  277        late       short         none
## 1308                  94.60000  794        none       short         none
## 1324                        NA  718        late       short          RHH
## 1330                  97.38333   86        late       short          LHH
## 2104                        NA 2481        late       short         none
## 2314                  99.96667  877        none       short          RHH
## 2381                  95.53333  148        none       short         none
## 55                    89.11667   80        none        long         none
## 1153                        NA  103        none       short          RHH
## 1439                        NA  864      middle       short          RHH
## 1617                  94.66667 1245        none       short         none
## 1653                        NA 1459        late       short          RHH
## 1737                        NA  991        none       short          RHH
## 1926                  98.88667  963        none       short         none
## 2300                        NA 2488        none       short         none
## 238                   95.96667 1076       start        <NA>         <NA>
## 1077                  92.98667 1066       start        <NA>         <NA>
## 1159                        NA  449      middle       short          RHH
## 1253                        NA  806        late       short          RHH
## 1387                  93.40000  696        none       short          RHH
## 1450                  93.46667  839      middle      medium          LHH
## 1915                        NA 1767        none       short          RHH
## 2483                        NA 1710        none       short          RHH
## 612                   94.65833 1539        none        none          RHH
## 1229                        NA  731        late        none          RHH
## 1231                        NA  565        none       short         none
## 1349                        NA   98        none       short         none
## 1553                  97.18333 1048        none       short         none
## 1660                  97.77778 1357        none       short         none
## 1663                        NA 1612        none       short         none
## 1959                        NA 2401        late       short         none
## 6121                  94.65833 1539        none        none          RHH
## 12291                       NA  731        late        none          RHH
## 12311                       NA  565        none       short         none
## 13491                       NA   98        none       short         none
## 15531                 97.18333 1048        none       short         none
## 16601                 97.77778 1357        none       short         none
## 16631                       NA 1612        none       short         none
## 19591                       NA 2401        late       short         none
## 476                   97.06667 2459        none       short         none
## 527                   95.21111  462        none       short          RHH
## 576                   94.86667  950        none        none         none
## 2047                        NA 2213        late       short          RHH
## 2118                  95.40000 1799        none       short         none
## 2133                  98.60000 2375      middle       short         none
## 2134                        NA 2191        late       short          RHH
## 2139                        NA 1895        none       short         none
## 2181                        NA 2543        late       short          LHH
## 2190                  93.55000 2186        none        long         none
## 2205                        NA 1818        late       short         none
## 2206                  91.80833 1808        none       short         none
## 758                   94.10952  114       start        <NA>         <NA>
## 820                   90.12222 1072       start        <NA>         <NA>
## 1535                  95.60000  738        none       short         none
## 1546                  98.13333 1211        late       short         none
## 1555                  97.76667 1665      middle       short         none
## 1618                        NA 1112        none       short         none
## 1684                  96.84444 1113        none       short         none
## 1740                        NA 1450        none       short         none
## 1746                        NA 1231        none       short         none
## 2515                        NA 1669        none       short         none
## 2577                  94.41667 2422        none       short         none
## 537                   90.01111  485        none        long          RHH
## 960                   96.07333 1838       start        <NA>         <NA>
## 1068                  90.16667  928       start        <NA>         <NA>
## 12531                       NA  806        late       short          RHH
## 1301                        NA   28        none        none         none
## 1487                  95.60000  590        none        none         none
## 1508                  92.25000  607        none       short         none
## 1735                        NA 1750        none       short         none
## 2294                        NA 2581        late       short          RHH
## 805                         NA 1583       start        <NA>         <NA>
## 1563                  93.96667 1096        late       short         none
## 1576                        NA 1617        late       short          RHH
## 1578                        NA 1687        none       short         none
## 1588                        NA 1579        late       short          RHH
## 1606                  95.34444 1020        none       short         none
## 1644                        NA 1019        late       short         none
## 1650                        NA 1484        none        none          RHH
## 1655                        NA 1468        late       short          RHH
## 1679                        NA 1412        none       short          RHH
## 1698                        NA 1461        none       short         none
## 1712                        NA 1572        late       short         none
## 1722                        NA 1522        none       short          RHH
## 1745                        NA 1660        none       short         none
## 2562                  89.57778 2466        none       short         none
## 366                   94.78205 2224        none        long         none
## 389                         NA 2600        none       short         none
## 424                         NA 2496        none       short         none
## 1627                        NA 1646        late      medium          RHH
## 1668                  95.86000 1277        none       short         none
## 2123                        NA 2617        late       short         none
## 2146                        NA 1862        none       short         none
## 21811                       NA 2543        late       short          LHH
## 231                         NA 1599        none       short          RHH
## 592                   89.90000 1205        none       short         none
## 813                   89.90000 1618       start        <NA>         <NA>
## 1088                  92.99333 1682        none        long          RHH
## 1449                  98.01667  152        none       short         none
## 1670                  95.63333 1091      middle       short         none
## 1945                        NA 1794        none       short         none
## 2306                        NA  828        late       short         none
## 2527                        NA 1044        none       short          RHH
## 340                   95.60000 1917        none       short         none
## 429                   93.00000 2177        none        long         none
## 807                   99.63333 1685       start        <NA>         <NA>
## 9231                  93.85000 2112        none        long         none
## 1867                  99.86667 1603        late        none         none
## 1956                        NA 2476        none        none         none
## 2334                        NA  771        late       short          LHH
## 2450                        NA 1144        none       short         none
## 372                   93.42593 2144       start        <NA>         <NA>
## 412                   94.49333 2160        none        long         none
## 775                   92.46667  846       start        <NA>         <NA>
## 1358                        NA  766        late       short          LHH
## 1448                        NA   63        none       short         none
## 1899                        NA 1779        none        long          RHH
## 1939                        NA 2573        late       short         none
## 2302                        NA  374        none       short         none
## 347                         NA 1807        none       short          RHH
## 743                   98.01667  336       start        <NA>         <NA>
## 1374                  94.86667  704        late       short         none
## 1376                        NA  778        none      medium          RHH
## 14871                 95.60000  590        none        none         none
## 1509                  96.30000  896        none       short         none
## 1874                        NA 1707        late       short          LHH
## 2270                        NA 2539        late        none         none
## 711                   97.72222  322       start        <NA>         <NA>
## 10421                 89.76667  899        none       short         none
## 1161                        NA  307        late       short         none
## 1235                  96.07500  274        none       short         none
## 1300                        NA  502        late       short          RHH
## 1320                  95.06667   39        none       short         none
## 2238                        NA 2631        none      medium          RHH
## 2569                        NA 1905        none       short          RHH
## 395                   93.40000 2128        none       short         none
## 1429                        NA  841        none       short         none
## 1440                        NA  905        none       short         none
## 1443                  92.43333  444        none       short         none
## 1474                  96.59000  249        none       short         none
## 1501                  94.80000  466        none       short         none
## 1502                        NA  547      middle       short          RHH
## 1504                        NA  432        none       short         none
## 1516                  95.76667  866        none       short         none
## 1922                        NA 1761        late       short         none
## 222                   96.02667 1089        none       short         none
## 4791                  94.47778 2603        none        long          LHH
## 1254                  95.83333  636        none       short         none
## 1343                        NA  647        late       short          LHH
## 1671                        NA 1475        none       short         none
## 1705                        NA 1308        none       short         none
## 1719                        NA 1219      middle       short         none
## 1830                        NA 1009        none       short          RHH
## 1172                        NA  853        none       short         none
## 11951                 95.54583  380        none       short         none
## 1311                        NA  364        none       short         none
## 1313                        NA  701      middle       short         none
## 1353                  95.65556   59        late       short         none
## 1360                        NA  169        late       short          RHH
## 1895                  97.50000 1437        none       short         none
## 1983                        NA 2278        late       short         none
## 2248                  95.06667 2295        none        none         none
## 2357                        NA  802      middle       short          RHH
## 226                   98.15000 1023        none       short         none
## 480                   96.67500 2207        none        long         none
## 845                   93.68333 1268       start        <NA>         <NA>
## 1552                        NA 1551        none       short         none
## 1609                  95.82667 1170        none       short         none
## 1703                        NA 1614        late       short          LHH
## 1728                  96.16667 1305        none       short         none
## 2145                        NA 2324        late       short          RHH
## 249                   92.39394  911       start        <NA>         <NA>
## 251                   93.56667 1481        none       short         none
## 506                         NA  403       start        <NA>         <NA>
## 556                   91.26667  796        none       short          RHH
## 1208                        NA   56        none       short         none
## 1283                        NA  357        late       short         none
## 1284                  97.75556  158        none       short         none
## 2345                  86.10000   96        none       short         none
## 2565                        NA 1872        none       short         none
## 317                   94.30000 1754        none        none         none
## 335                   93.60000 1875        none       short         none
## 663                         NA 2008        none        long          RHH
## 1333                        NA  401        none       short         none
## 1475                        NA  887        none       short          RHH
## 19961                       NA 2517        late       short          LHH
## 2113                 100.51667 1867        none       short         none
## 2368                        NA  494        none       short         none
## 22                          NA  854        late       short         none
## 63                    96.86667  196        none       short         none
## 168                   95.59333  488        none        long         none
## 174                         NA 1158        none       short         none
## 673                   91.85000 2312        none       short         none
## 1177                        NA  355        none       short         none
## 1180                  98.13333  173        late       short         none
## 1260                        NA  174        none       short         none
## 1744                        NA  937        none       short         none
## 1759                  96.20000 1142        none       short         none
## 2222                        NA 2259      middle       short         none
## 2362                        NA  166        none       short          LHH
## 2530                  93.50000  962        late       short         none
## 2600                        NA 1894        late       short          RHH
## 2641                  92.51111 2236        none        none         none
## 7581                  94.10952  114       start        <NA>         <NA>
## 1178                  90.00000   58        none       short         none
## 1287                  94.06667  759        none        none         none
## 1445                        NA  671        late       short          LHH
## 19561                       NA 2476        none        none         none
## 2229                        NA 2338        none        none         none
## 2246                        NA 2396        none      medium         none
## 2312                        NA  804        none       short         none
## 2412                  92.93750  304        none       short         none
## 173                   96.67333  141        none        long         none
## 315                   98.80317 1274       start        <NA>         <NA>
## 376                   99.95000 2370        none       short         none
## 1630                        NA 1771        late       short          RHH
## 1646                        NA 1634        none       short          RHH
## 1683                  97.08333 1035        late       short         none
## 1891                        NA 1181        none       short         none
## 1930                        NA 2615      middle       short          RHH
## 2007                        NA 1979        none       short         none
## 2252                        NA 2550        late       short         none
## 2471                        NA  945        none       short         none
## 2511                  94.83333 1652        none       short         none
## 152                         NA  477        none       short         none
## 307                   89.88095 1443        none       short         none
## 414                         NA 2038        none       short         none
## 1185                  93.50000  153        late       short         none
## 1331                  96.53333  235        late       short         none
## 1351                        NA  788        late       short          RHH
## 1565                        NA 1537        late       short          LHH
## 1718                        NA 1677        late       short         none
## 1808                        NA 1619        late       short         none
## 2013                  93.21667 1971        none       short         none
## 2031                        NA 2239        late       short          RHH
## 2090                        NA 1890        none       short          RHH
## 598                   90.78889 1399        none        long          RHH
## 1155                        NA  256        none       short          RHH
## 13581                       NA  766        late       short          LHH
## 1533                  93.85000  717      middle       short         none
## 2025                  96.46667 1887        none       short         none
## 2035                        NA 2029        late       short         none
## 2307                        NA  108        none       short         none
## 2498                        NA 1289        none        long          RHH
## 5321                  91.78333  145        none        none          RHH
## 975                   92.01556 2271       start        <NA>         <NA>
## 1040                  91.55333  800        none        none          RHH
## 1214                        NA  433        none       short         none
## 1612                        NA 1559        late       short         none
## 2006                        NA 2531        late       short         none
## 2338                        NA  686        none       short         none
## 2504                        NA 1444        none       short         none
## 2536                  93.36667 1720      middle        long          LHH
## 279                   94.73333 1129      middle       short         none
## 351                         NA 2019        none       short         none
## 1336                  93.76667  427      middle        none         none
## 13492                       NA   98        none       short         none
## 1356                  97.33333  104        none       short         none
## 1417                  92.23333  805        none        none         none
## 15091                 96.30000  896        none       short         none
## 1542                        NA 1215        late       short         none
## 2055                        NA 1804        late       short         none
## 2273                        NA 2407        late       short          RHH
## 2499                  94.40000 1047        none       short         none
## 2566                        NA 1988        none       short         none
## 51                    92.69333  410        none        none         none
## 365                         NA 2210        none        long         none
## 552                   94.11333  544        none       short         none
## 630                   94.28889 1913        none       short          RHH
## 1493                        NA  904        none       short         none
## 1506                        NA  172        late       short         none
## 1514                        NA  710        late       short         none
## 1925                  95.93333 1147      middle       short          RHH
## 2349                        NA  515        none       short         none
## 2413                        NA  908        late       short         none
## 2629                        NA 2410        none       short         none
## 48                    95.70000  436        none       short         none
## 246                         NA 1176        none       short         none
## 1428                 100.60000  851        none       short          LHH
## 14872                 95.60000  590        none        none         none
## 1503                        NA  760        none       short         none
## 16981                       NA 1461        none       short         none
## 1700                  87.96667 1237        none       short         none
## 2169                        NA 2530        late       short         none
## 2178                  93.40000 1795        none       short         none
## 2626                  94.50000 2506      middle       short         none
## 3951                  93.40000 2128        none       short         none
## 1270                        NA  622        none        none         none
## 1315                  94.46667  176      middle       short          LHH
## 1381                        NA  858        late       short          LHH
## 16531                       NA 1459        late       short          RHH
## 1661                        NA 1229        none       short         none
## 2027                  97.21667 2092        late       short         none
## 2128                  95.76667 2400        none       short         none
## 1220                        NA  833      middle       short         none
## 1369                        NA  810        late       short          RHH
## 1392                        NA  517        none       short         none
## 1751                  97.56667 1028        none       short         none
## 1988                        NA 2535        none       short         none
## 2153                  95.37917 1912      middle       short          RHH
## 2167                  95.26667 2314        none        none         none
## 2437                  86.33333 1611        none        none          RHH
## 2454                  91.90000 1004        none       short         none
## 2578                        NA 2032        none       short          RHH
## 1097                  91.81667 2163       start        <NA>         <NA>
## 1209                        NA  308      middle       short          RHH
## 1335                  95.56667  661        none       short         none
## 1975                  94.40000 2404        none       short         none
## 2187                  95.73333 1892      middle       short         none
## 2259                        NA 2526        none       short          RHH
## 2341                        NA  856      middle       short          LHH
## 2453                  92.10000 1446        none       short         none
## 2522                  89.40000 1513        none       short         none
## 574                         NA 1462        none        long          RHH
## 590                   94.34444 1087        none        none          RHH
## 983                   96.45833 2152       start        <NA>         <NA>
## 1013                  90.52667  330       start        <NA>         <NA>
## 2076                        NA 2216        late       short         none
## 2158                        NA 2577        late       short          LHH
## 2177                        NA 2209      middle       short         none
## 2324                  93.95000  165        none       short         none
## 182                         NA 1108        none       short         none
## 212                   96.93333 1283        none       short         none
## 333                   93.52222 2341       start        <NA>         <NA>
## 609                   92.70370  966       start        <NA>         <NA>
## 1162                        NA   83        none       short         none
## 1286                        NA  253        none       short         none
## 1426                  97.60741  285        none       short         none
## 1611                        NA 1550      middle       short         none
## 1882                  93.56667 1575        none       short         none
## 1958                        NA 1974        none       short         none
## 2038                  96.58333 1876        late       short         none
## 2467                        NA 1175        none       short         none
## 756                         NA  875        none        long         none
## 780                   96.02833  592       start        <NA>         <NA>
## 991                         NA 2065       start        <NA>         <NA>
## 1305                  97.14167   62        none       short         none
## 1373                        NA  508        late       short         none
## 1459                  94.86667  171        none       short         none
## 1594                        NA 1557        late       short          RHH
## 1860                        NA 1595        late       short         none
## 613                         NA 1650        none        long          RHH
## 1108                  94.08889 1852       start        <NA>         <NA>
## 2279                        NA 2333        late       short         none
## 2310                        NA  525      middle       short          RHH
## 2333                        NA  202        none       short          RHH
## 2348                  89.63333  581        none       short         none
## 2372                        NA  367      middle       short         none
## 2526                        NA 1725      middle       short          RHH
## 2574                  94.90000 2323        none       short         none
## 111                   87.26667  677        none        long         none
## 1438                  96.16667  599        none       short         none
## 15041                       NA  432        none       short         none
## 1811                        NA 1293        late       short         none
## 2092                        NA 2571        none       short         none
## 2131                        NA 2575        none       short         none
## 2410                  94.13333  907        none       short         none
## 2539                        NA 1985        none       short          RHH
## 1111                  87.26667  677        none        long         none
## 14381                 96.16667  599        none       short         none
## 15042                       NA  432        none       short         none
## 18111                       NA 1293        late       short         none
## 20921                       NA 2571        none       short         none
## 21311                       NA 2575        none       short         none
## 24101                 94.13333  907        none       short         none
## 25391                       NA 1985        none       short          RHH
## 529                   92.70000  526        none       short          RHH
## 638                         NA 2464        none       short         none
## 951                         NA 2060       start        <NA>         <NA>
## 1505                  97.13333  862        none       short         none
## 1614                  95.86667 1243        none       short         none
## 1927                        NA 1801        none       short         none
## 2481                  93.03333 1592      middle       short         none
## 2590                        NA 1884        none       short         none
## 467                   94.50000 2580        none        long          LHH
##       leverage_role in_cluster
## 479             low          0
## 532             low          0
## 1032           <NA>          0
## 1042            low          0
## 1047            low          0
## 1964           high          0
## 2148            low          0
## 2154            low          0
## 2192            low          0
## 2241            low          0
## 447             low          0
## 490             low          0
## 496             low          0
## 923             low          0
## 1038           <NA>          0
## 1960            low          0
## 1984            low          0
## 1996            low          0
## 2009            low          0
## 2051            low          0
## 2085            low          0
## 342             low          0
## 362             low          0
## 896             low          0
## 1195            low          0
## 1389           none          0
## 1393            low          0
## 1463            low          0
## 1767            low          0
## 2587            low          0
## 2607            low          0
## 137            <NA>          0
## 258            none          0
## 377             low          0
## 1581            low          0
## 1640           none          0
## 2382           none          0
## 2503           high          0
## 2622           high          0
## 69             none          0
## 136             low          0
## 1101           <NA>          0
## 1268           high          0
## 1279           high          0
## 1308           high          0
## 1324            low          0
## 1330           high          0
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##  [ reached 'max' / getOption("max.print") -- omitted 2466 rows ]
g_2 <- ggplot(graph_cluster_2, # Set data set
              aes(x = BB_pct, # Set total distance as x-axis variable
                  fill = factor(in_cluster))) + # Set injury as fill
  geom_density(alpha = 0.7) 
g_2

graph_cluster_3 <- clusters_of_interest %>%
mutate(in_cluster = if_else(list_object == 5 & cluster == 1, 1,0))
graph_cluster_3
##       list_object cluster     role                  name pitcher throws    IP
## 479             1       1 Leverage         Carson Spiers  686730      R  13.0
## 532             1       1 Leverage          Wes Benjamin  605138      L  22.2
## 1032            1       1 Leverage           Sean Manaea  640455      L 179.1
## 1042            1       1 Leverage      Reiver Sanmartin  665665      L  11.2
## 1047            1       1 Leverage             Jake Latz  656641      L   4.2
## 1964            1       1 Leverage           Ryan Tepera  572193      R  10.2
## 2148            1       1 Leverage            Josh Rojas  668942      R   2.0
## 2154            1       1 Leverage            Rene Pinto  650907      R   1.0
## 2192            1       1 Leverage         Braden Bristo  668754      R   7.0
## 2241            1       1 Leverage             Juan Then  672730      R  11.0
## 447             1      17 Leverage           Keaton Winn  676775      R  42.1
## 490             1      17 Leverage           David Price  456034      L  73.2
## 496             1      17 Leverage          Wade LeBlanc  453281      L  48.3
## 923             1      17 Leverage       Vince Velasquez  592826      R  37.1
## 1038            1      17 Leverage        Framber Valdez  664285      L 134.2
## 1960            1      17 Leverage          Chris Owings  572008      R   1.0
## 1984            1      17 Leverage        Spencer Patton  607359      R  12.1
## 1996            1      17 Leverage       Ildemaro Vargas  545121      R   2.0
## 2009            1      17 Leverage         Joey Krehbiel  607216      R   5.0
## 2051            1      17 Leverage           Adam Cimber  643256      R  20.2
## 2085            1      17 Leverage          Reed Garrett  657585      R  19.2
## 342             1      20 Leverage            Luis Cessa  570666      R  26.0
## 362             1      20 Leverage          Zack Littell  641793      R  89.3
## 896             1      20 Leverage         Xzavion Curry  675540      R   9.1
## 1195            1      20 Leverage     Hunter Strickland  519326      R  58.2
## 1389            1      20 Leverage            Yoan Lopez  661255      R  12.1
## 1393            1      20 Leverage         David Paulino  600944      R   2.0
## 1463            1      20 Leverage          Kodi Whitley  676831      R  25.1
## 1767            1      20 Leverage          Cody Stashak  664054      R  16.1
## 2587            1      20 Leverage           Danny Young  664849      L   8.1
## 2607            1      20 Leverage           Anthony Kay  641743      L  14.2
## 137             1      86   Length       Griffin Canning  656288      R  62.2
## 258             1      86   Length         Jimmy Lambert  669424      R  46.3
## 377             1      86   Length         Brett Kennedy  664028      R  18.0
## 1581            1      86   Length Christian Bethancourt  542194      R   4.0
## 1640            1      86   Length            Lucas Sims  608371      R   6.2
## 2382            1      86   Length          Brett Martin  656685      L  62.1
## 2503            1      86   Length           Colin Poche  621363      L  58.2
## 2622            1      86   Length           Josh Walker  677020      L  10.0
## 69              1     102   Length           Mike Mayers  594577      R  74.3
## 136             1     102   Length        Brandon Bielak  656232      R  49.3
## 1101            1     102   Length        Patrick Corbin  571578      L 180.0
## 1268            1     102   Length        Archie Bradley  605151      R  51.0
## 1279            1     102   Length           Dylan Floro  571670      R  64.0
## 1308            1     102   Length            Rowan Wick  592858      R  23.0
## 1324            1     102   Length          Andrew Knapp  595284      R   0.1
## 1330            1     102   Length            Alex Reyes  621052      R  72.1
## 2104            1     102   Length           Josh Lester  623507      R   1.0
## 2314            1     102   Length          Anthony Gose  543238      L   6.2
## 2381            1     102   Length           Josh Taylor  657031      L  47.2
## 55              1     136   Length            Alec Mills  621219      R 118.3
## 1153            1     136   Length             Joe Smith  501925      R  39.2
## 1439            1     136   Length     Brandyn Sittinger  670087      R   4.2
## 1617            1     136   Length             Seth Lugo  607625      R  65.0
## 1653            1     136   Length         Matt Reynolds  608703      R   1.1
## 1737            1     136   Length       Domingo Acevedo  642758      R  67.2
## 1926            1     136   Length         Robert Suarez  663158      R  47.2
## 2300            1     136   Length        Victor Mederos  682989      R   3.0
## 238             1     186 Leverage          Mitch Keller  656605      R 159.0
## 1077            1     186 Leverage         Justin Steele  657006      L 119.0
## 1159            1     186 Leverage           Pedro Strop  467008      R   2.0
## 1253            1     186 Leverage          Kevin Pillar  607680      R   0.1
## 1387            1     186 Leverage       Domingo Acevedo  642758      R  11.0
## 1450            1     186 Leverage        Raynel Espinal  642659      R   2.0
## 1915            1     186 Leverage          Frank German  681464      R   4.0
## 2483            1     186 Leverage         Jose Castillo  620454      L   1.0
## 612             1     215   Length    Matthew Liberatore  669461      L  34.2
## 1229            1     215   Length       Ronald Torreyes  591720      R   2.2
## 1231            1     215   Length             A.J. Cole  595918      R   8.0
## 1349            1     215   Length       Phillips Valdez  570488      R  40.0
## 1553            1     215   Length          Ryan Brasier  518489      R  62.1
## 1660            1     215   Length          Yunior Marte  628708      R  48.0
## 1663            1     215   Length          Jose Leclerc  600917      R  47.2
## 1959            1     215   Length Christian Bethancourt  542194      R   0.1
## 6121            1     215 Leverage    Matthew Liberatore  669461      L  34.2
## 12291           1     215 Leverage       Ronald Torreyes  591720      R   2.2
## 12311           1     215 Leverage             A.J. Cole  595918      R   8.0
## 13491           1     215 Leverage       Phillips Valdez  570488      R  40.0
## 15531           1     215 Leverage          Ryan Brasier  518489      R  62.1
## 16601           1     215 Leverage          Yunior Marte  628708      R  48.0
## 16631           1     215 Leverage          Jose Leclerc  600917      R  47.2
## 19591           1     215 Leverage Christian Bethancourt  542194      R   0.1
## 476             1     218   Length     Carmen Mlodzinski  669387      R  35.3
## 527             1     218   Length           Sam Hentges  656529      L  68.2
## 576             1     218   Length          Sean Newcomb  656794      L  27.2
## 2047            1     218   Length         Brandon Dixon  641525      R   1.0
## 2118            1     218   Length   Enyel De Los Santos  660853      R  65.2
## 2133            1     218   Length           Lucas Erceg  668674      R  55.0
## 2134            1     218   Length        Zach McKinstry  656716      R   1.0
## 2139            1     218   Length          Zach Jackson  667427      R  18.0
## 2181            1     218   Length     Daysbel Hernandez  678226      R   3.2
## 2190            1     218   Length         Peter Solomon  656981      R  13.1
## 2205            1     218   Length        Emmanuel Clase  661403      R  72.2
## 2206            1     218   Length         Seth Martinez  661527      R  43.0
## 758             2      43   Length         Shohei Ohtani  660271      R 130.1
## 820             2      43   Length           Zach Davies  605200      R 134.1
## 1535            2      43   Length            Nick Mears  683232      R  23.1
## 1546            2      43   Length         Liam Hendriks  521230      R  57.2
## 1555            2      43   Length      Huascar Brazoban  623211      R  32.0
## 1618            2      43   Length         Blake Treinen  595014      R   5.0
## 1684            2      43   Length          Corey Knebel  608349      R  44.2
## 1740            2      43   Length            Yoan Lopez  661255      R  11.0
## 1746            2      43   Length         Daniel Duarte  650960      R   2.2
## 2515            2      43   Length          Jake Fishman  670288      L  11.0
## 2577            2      43   Length         Angel Perdomo  622780      L  29.0
## 537             2      50 Leverage        Daniel Castano  641447      L  20.1
## 960             2      50 Leverage           Dylan Cease  656302      R 177.0
## 1068            2      50 Leverage          Hyun Jin Ryu  547943      L  27.0
## 12531           2      50 Leverage          Kevin Pillar  607680      R   0.1
## 1301            2      50 Leverage           Chris Mazza  607391      R  27.1
## 1487            2      50 Leverage        Jeremy Beasley  676886      R   9.1
## 1508            2      50 Leverage        Demarcus Evans  663770      R  26.1
## 1735            2      50 Leverage         Luis F. Ortiz  656814      R   8.2
## 2294            2      50 Leverage         John McMillon  669111      R   4.0
## 805             2     115   Length     Stephen Strasburg  544931      R   4.2
## 1563            2     115   Length           Ian Kennedy  453178      R  50.1
## 1576            2     115   Length        Ehire Adrianza  501303      R   1.0
## 1578            2     115   Length           Kirby Yates  489446      R   7.0
## 1588            2     115   Length        Randal Grichuk  545341      R   1.0
## 1606            2     115   Length            Jason Adam  592094      R  63.1
## 1644            2     115   Length          Carson Kelly  608348      R   4.2
## 1650            2     115   Length      Kyle Barraclough  607457      R   9.0
## 1655            2     115   Length        Kevin Plawecki  608700      R   1.0
## 1679            2     115   Length         Reyes Moronta  606625      R  37.2
## 1698            2     115   Length      Keynan Middleton  641871      R  17.0
## 1712            2     115   Length    Willians Astudillo  553902      R   2.0
## 1722            2     115   Length             Jake Reed  596082      R  16.2
## 1745            2     115   Length    Jonathan Hernandez  642546      R  30.1
## 2562            2     115   Length         Daniel Norris  596057      L  12.2
## 366             2     146   Length           Luke Weaver  596133      R 123.2
## 389             2     146   Length           Miguel Diaz  622766      R  14.0
## 424             2     146   Length        James McArthur  663704      R  23.1
## 1627            2     146   Length    Jackie Bradley Jr.  598265      R   1.0
## 1668            2     146   Length            Rowan Wick  592858      R  64.0
## 2123            2     146   Length           Seby Zavala  664874      R   0.2
## 2146            2     146   Length          Jordan Hicks  663855      R  65.2
## 21811           2     146   Length     Daysbel Hernandez  678226      R   3.2
## 231             3      81   Length        Daniel Mengden  596043      R   6.3
## 592             3      81   Length      Reiver Sanmartin  665665      L  56.3
## 813             3      81   Length        Jerad Eickhoff  595191      R   4.1
## 1088            3      81   Length           Cole Ragans  666142      L  40.0
## 1449            3      81   Length          Jorge Alcala  660896      R  59.2
## 1670            3      81   Length        Andres Machado  600921      R  59.1
## 1945            3      81   Length           Luis Garcia  472610      R  59.2
## 2306            3      81   Length        Mitch Moreland  519048      L   1.0
## 2527            3      81   Length             John King  667463      L  51.1
## 340             4      37 Leverage        Michael Fulmer  605242      R  57.0
## 429             4      37 Leverage          Javier Assad  665871      R 108.4
## 807             4      37 Leverage          Jacob deGrom  594798      R  64.1
## 9231            4      37 Leverage       Vince Velasquez  592826      R  37.1
## 1867            4      37 Leverage        Aneurys Zabala  656008      R   2.2
## 1956            4      37 Leverage          Paolo Espino  502179      R   4.0
## 2334            4      37 Leverage            Adam Eaton  594809      L   1.0
## 2450            4      37 Leverage       Joely Rodriguez  570257      L  50.1
## 372             4      55 Leverage         Jack Flaherty  656427      R 144.1
## 412             4      55 Leverage            Adam Oller  670124      R  19.2
## 775             4      55 Leverage          Ryan Feltner  663372      R   6.1
## 1358            4      55 Leverage         Akeem Bostick  641384      R   1.0
## 1448            4      55 Leverage          Bryan Garcia  650530      R  39.1
## 1899            4      55 Leverage          Easton McGee  668834      R   3.0
## 1939            4      55 Leverage       Eduardo Escobar  500871      R   3.2
## 2302            4      55 Leverage          Oliver Perez  424144      L   3.2
## 347             4      79 Leverage           JT Chargois  608638      R  42.1
## 743             4      79 Leverage       Sandy Alcantara  645261      R 205.2
## 1374            4      79 Leverage          Roel Ramirez  641995      R   0.1
## 1376            4      79 Leverage         Dusten Knight  643400      R   8.2
## 14871           4      79 Leverage        Jeremy Beasley  676886      R   9.1
## 1509            4      79 Leverage          Dauri Moreta  664294      R   3.2
## 1874            4      79 Leverage           Alejo Lopez  664670      R   2.2
## 2270            4      79 Leverage           Devin Sweet  682967      R   8.2
## 711             4      83   Length           Gerrit Cole  543037      R 181.1
## 10421           4      83   Length      Reiver Sanmartin  665665      L  11.2
## 1161            4      83   Length         Mark Melancon  453343      R  64.2
## 1235            4      83   Length          Luke Jackson  592426      R  63.2
## 1300            4      83   Length      Daniel Robertson  621002      R   1.0
## 1320            4      83   Length           Buck Farmer  571656      R  35.1
## 2238            4      83   Length        Brenan Hanifee  669724      R   5.0
## 2569            4      83   Length          Aaron Bummer  607481      L  58.1
## 395             4     145   Length       Trevor Richards  670950      R  72.2
## 1429            4     145   Length         Scott Effross  664123      R  14.2
## 1440            4     145   Length  Seranthony Dominguez  622554      R   1.0
## 1443            4     145   Length       Trevor Richards  670950      R  64.1
## 1474            4     145   Length        Trevor Stephan  663986      R  63.1
## 1501            4     145   Length        J.B. Bukauskas  656266      R  17.1
## 1502            4     145   Length          Nick Sandlin  680704      R  33.2
## 1504            4     145   Length        Eduard Bazardo  660825      R   3.0
## 1516            4     145   Length         Kervin Castro  665645      R  13.1
## 1922            4     145   Length           Cole Waites  686972      R   5.2
## 222             5       1   Length        Reynaldo Lopez  625643      R  65.1
## 4791            5       1   Length         Carson Spiers  686730      R  13.0
## 1254            5       1   Length             Seth Lugo  607625      R  46.1
## 1343            5       1   Length         Jack Mayfield  608686      R   0.1
## 1671            5       1   Length          Luis Perdomo  606131      R  23.2
## 1705            5       1   Length         Hunter Harvey  640451      R  39.1
## 1719            5       1   Length          Victor Arano  644364      R  42.0
## 1830            5       1   Length           Jhon Romero  664584      R   5.0
## 1172            5       3   Length          Ryan Brasier  518489      R  12.0
## 11951           5       3   Length     Hunter Strickland  519326      R  58.2
## 1311            5       3   Length         Dillon Maples  596027      R  31.1
## 1313            5       3   Length        Andres Machado  600921      R  35.2
## 1353            5       3   Length        Devin Williams  642207      R  54.0
## 1360            5       3   Length       Stefan Crichton  592233      R  23.1
## 1895            5       3   Length            Luis Frias  666818      R  17.0
## 1983            5       3   Length         Jace Peterson  607054      R   2.0
## 2248            5       3   Length           Cody Bolton  675989      R  21.1
## 2357            5       3   Length           Adam Conley  543045      L  19.2
## 226             5       4   Length   Julian Merryweather  657240      R  26.2
## 480             5       4   Length         Louie Varland  686973      R  68.0
## 845             5       4   Length           JT Brubaker  664141      R 144.0
## 1552            5       4   Length       Arodys Vizcaino  527055      R   5.2
## 1609            5       4   Length           Yimi Garcia  554340      R  61.0
## 1703            5       4   Length         Jack Mayfield  608686      R   1.0
## 1728            5       4   Length         James Norwood  656803      R  17.1
## 2145            5       4   Length      Guillermo Zuniga  670871      R   2.0
## 249             5      12   Length        Freddy Peralta  642547      R  77.3
## 251             5      12   Length           Tommy Nance  667297      R  43.2
## 506             5      12   Length            Drew Smyly  592767      L 126.2
## 556             5      12   Length        Packy Naughton  676050      L  22.2
## 1208            5      12   Length           Sergio Romo  489265      R  61.2
## 1283            5      12   Length     Richard Rodriguez  593144      R  64.1
## 1284            5      12   Length     Robert Stephenson  596112      R  46.0
## 2345            5      12   Length          Alex Claudio  592222      L  32.2
## 2565            5      12   Length          Amir Garrett  607237      L  24.1
## 317             5      25   Length       Hayden Wesneski  669713      R  32.3
## 335             5      25   Length          John Brebbia  605154      R  37.4
## 663             5      25   Length          Josh Fleming  676596      L  51.2
## 1333            5      25   Length          Kyle McGowin  641851      R  30.0
## 1475            5      25   Length           Jhon Romero  664584      R   4.0
## 19961           5      25   Length       Ildemaro Vargas  545121      R   2.0
## 2113            5      25   Length          Ryan Helsley  664854      R  36.2
## 2368            5      25   Length          Kent Emanuel  592288      L  17.2
## 22              5      34   Length       David Robertson  502085      R  12.0
## 63              5      34   Length          Corey Knebel  608349      R  25.2
## 168             5      34   Length           Luis Patino  672715      R  77.1
## 174             5      34   Length             Matt Bush  456713      R  59.2
## 673             5      34   Length            Austin Cox  680735      L  35.2
## 1177            5      34   Length          Jose Cisnero  542585      R  61.2
## 1180            5      34   Length         Craig Kimbrel  518886      R  59.2
## 1260            5      34   Length        Chris Devenski  606965      R   7.1
## 1744            5      34   Length           Javy Guerra  642770      R  18.0
## 1759            5      34   Length            Drew Smith  622098      R  46.0
## 2222            5      34   Length         Elvis Peguero  665625      R  61.1
## 2362            5      34   Length            Tyler Webb  643778      L  16.1
## 2530            5      34   Length           Damon Jones  676103      L   4.2
## 2600            5      34   Length          Gregory Soto  642397      L  60.1
## 2641            5      34   Length        Brent Headrick  687396      L  25.2
## 7581            5      89 Leverage         Shohei Ohtani  660271      R 130.1
## 1178            5      89 Leverage          Steve Cishek  518553      R  68.1
## 1287            5      89 Leverage         Jharel Cotton  605194      R  30.2
## 1445            5      89 Leverage           Jake Rogers  668670      R   1.0
## 19561           5      89 Leverage          Paolo Espino  502179      R   4.0
## 2229            5      89 Leverage          Max Castillo  666721      R  20.1
## 2246            5      89 Leverage       Eduardo Salazar  674285      R  12.1
## 2312            5      89 Leverage         Fernando Abad  472551      L  17.2
## 2412            5      89 Leverage            Ben Bowden  641386      L  35.2
## 173             5      90   Length        Drew Rasmussen  656876      R  76.0
## 315             5      90   Length       Spencer Strider  675911      R 131.2
## 376             5      90   Length         Trevor Megill  656730      R  34.2
## 1630            5      90   Length         Orlando Arcia  606115      R   1.0
## 1646            5      90   Length          Tayler Scott  605463      R  12.0
## 1683            5      90   Length         Kyle Finnegan  640448      R  66.2
## 1891            5      90   Length        Mason Thompson  666168      R  24.2
## 1930            5      90   Length       Zach McAllister  502083      R   5.1
## 2007            5      90   Length           Clay Holmes  605280      R  63.0
## 2252            5      90   Length         Edgar Navarro  679346      R   8.2
## 2471            5      90   Length              Paul Fry  643316      L  13.0
## 2511            5      90   Length   Darwinzon Hernandez  650382      L   6.2
## 152             5      97   Length      Brusdar Graterol  660813      R  33.1
## 307             5      97   Length           Penn Murfee  682171      R  69.1
## 414             5      97   Length      Brusdar Graterol  660813      R  67.1
## 1185            5      97   Length           Ian Kennedy  453178      R  56.1
## 1331            5      97   Length           Lou Trivino  642152      R  73.2
## 1351            5      97   Length         Yefry Ramirez  606162      R   2.0
## 1565            5      97   Length         Yadier Molina  425877      R   2.0
## 1718            5      97   Length          Luis Torrens  620443      R   2.0
## 1808            5      97   Length         Sheldon Neuse  641914      R   3.2
## 2013            5      97   Length        Chris Stratton  608717      R  82.2
## 2031            5      97   Length         Harold Castro  605612      R   2.0
## 2090            5      97   Length       Domingo Acevedo  642758      R   9.1
## 598             5     133   Length            Zach Logue  656657      L  56.3
## 1155            5     133   Length          Darren O'Day  503285      R  10.2
## 13581           5     133   Length         Akeem Bostick  641384      R   1.0
## 1533            5     133   Length          Andrew Wantz  681806      R  27.1
## 2025            5     133   Length          Jose Leclerc  600917      R  57.0
## 2035            5     133   Length     Giovanny Gallegos  606149      R  55.0
## 2307            5     133   Length           Tony Watson  453265      L  57.1
## 2498            5     133   Length          Kolby Allard  663465      L  21.0
## 5321            5     146 Leverage          Wes Benjamin  605138      L  22.2
## 975             5     146 Leverage           Bailey Ober  641927      R 144.1
## 1040            5     146 Leverage         Dillon Peters  596071      L  26.2
## 1214            5     146 Leverage         Shelby Miller  571946      R  12.2
## 1612            5     146 Leverage            Jake Hager  606993      R   2.1
## 2006            5     146 Leverage          Carson Kelly  608348      R   2.2
## 2338            5     146 Leverage            Josh Osich  592612      L  14.1
## 2504            5     146 Leverage        Andrew Vasquez  607755      L   8.2
## 2536            5     146 Leverage           Nate Fisher  688010      L   3.0
## 279             5     160   Length         Steven Wilson  621051      R  53.0
## 351             5     160   Length          Emilio Pagan  641941      R  69.1
## 1336            5     160   Length         Jake Newberry  623470      R   4.1
## 13492           5     160   Length       Phillips Valdez  570488      R  40.0
## 1356            5     160   Length           Ryne Stanek  592773      R  68.1
## 1417            5     160   Length        Ryan Meisinger  664682      R   7.1
## 15091           5     160   Length          Dauri Moreta  664294      R   3.2
## 1542            5     160   Length         Kenley Jansen  445276      R  64.0
## 2055            5     160   Length      Kendall Graveman  608665      R  66.1
## 2273            5     160   Length           Blair Calvo  663971      R   1.0
## 2499            5     160   Length           Kirby Snead  669912      L  44.2
## 2566            5     160   Length         Anthony Banda  607455      L   7.0
## 51              5     163   Length             John Gant  607231      R 109.3
## 365             5     163   Length        Yonny Chirinos  630023      R  84.3
## 552             5     163   Length       Lucas Gilbreath  656458      L  42.2
## 630             5     163   Length           Matt Strahm  621381      L  87.2
## 1493            5     163   Length          Andres Munoz  662253      R   0.2
## 1506            5     163   Length        Emmanuel Clase  661403      R  69.2
## 1514            5     163   Length            Nick Maton  665155      R   0.1
## 1925            5     163   Length     Hirokazu Sawamura  617228      R  50.2
## 2349            5     163   Length            Sam Selman  572125      L  25.0
## 2413            5     163   Length             Kyle Dohy  675971      L   1.0
## 2629            5     163   Length          Joe La Sorsa  686747      L  32.2
## 48              5     186   Length        Pierce Johnson  572955      R  58.2
## 246             5     186   Length         Scott Effross  664123      R  56.2
## 1428            5     186   Length      Julian Fernandez  642759      R   6.2
## 14872           5     186   Length        Jeremy Beasley  676886      R   9.1
## 1503            5     186   Length      Manuel Rodriguez  655889      R  17.2
## 16981           5     186   Length      Keynan Middleton  641871      R  17.0
## 1700            5     186   Length           Adam Cimber  643256      R  70.2
## 2169            5     186   Length          Bligh Madris  676632      R   1.0
## 2178            5     186   Length            Eli Morgan  669212      R  67.1
## 2626            5     186   Length        Jose A. Ferrer  678606      L  34.0
## 3951            5     192   Length       Trevor Richards  670950      R  72.2
## 1270            5     192   Length         Colten Brewer  605155      R   1.0
## 1315            5     192   Length            Keone Kela  605309      R  10.2
## 1381            5     192   Length            Josh James  657624      R   5.0
## 16531           5     192   Length         Matt Reynolds  608703      R   1.1
## 1661            5     192   Length        J.B. Wendelken  605525      R  29.0
## 2027            5     192   Length        Carlos Estevez  608032      R  62.1
## 2128            5     192   Length            Jacob Webb  657097      R  53.2
## 1220            5     193   Length         Jake Petricka  502593      R   6.0
## 1369            5     193   Length         Jordan Luplow  656669      R   1.0
## 1392            5     193   Length         Edgar Santana  650828      R  42.2
## 1751            5     193   Length         Tanner Rainey  663432      R  30.0
## 1988            5     193   Length         Michael Kelly  547184      R  16.2
## 2153            5     193   Length           Bryan Baker  641329      R  45.0
## 2167            5     193   Length           Rico Garcia  670329      R  11.2
## 2437            5     193   Length          Tommy Milone  543548      L  16.2
## 2454            5     193   Length        Danny Coulombe  543056      L  12.1
## 2578            5     193   Length         Jose Alvarado  621237      L  41.1
## 1097            5     212   Length       Clayton Kershaw  477132      L 131.2
## 1209            5     212   Length              Chaz Roe  475054      R   0.2
## 1335            5     212   Length         Jimmie Sherfy  642073      R  15.0
## 1975            5     212   Length          Luke Jackson  592426      R  33.1
## 2187            5     212   Length         Steven Wilson  621051      R  53.0
## 2259            5     212   Length            Kyle Leahy  681517      R   1.2
## 2341            5     212   Length     Alberto Baldonado  593604      L  10.2
## 2453            5     212   Length         Andrew Chafin  605177      L  57.1
## 2522            5     212   Length            Nick Vespi  663989      L  26.1
## 574             5     219 Leverage        Ryan Yarbrough  642232      L  79.3
## 590             5     219 Leverage           Keegan Akin  669211      L  81.2
## 983             5     219 Leverage         Logan Gilbert  669302      R 190.2
## 1013            5     219 Leverage     Madison Bumgarner  518516      L 146.1
## 2076            5     219 Leverage    Isiah Kiner-Falefa  643396      R   4.0
## 2158            5     219 Leverage            Ryder Ryan  656924      R   1.0
## 2177            5     219 Leverage            Chad Smith  663385      R  13.2
## 2324            5     219 Leverage          Rex Brothers  571521      L  53.0
## 182             5     237   Length            Bryan Shaw  543766      R  58.1
## 212             5     237   Length   Duane Underwood Jr.  621249      R  57.1
## 333             5     237   Length         Adrian Houser  605288      R 111.1
## 609             5     237   Length            Kris Bubic  663460      L 129.0
## 1162            5     237   Length        Tyler Chatwood  543022      R  32.0
## 1286            5     237   Length           Clay Holmes  605280      R  70.0
## 1426            5     237   Length         Josh Staumont  622251      R  65.2
## 1611            5     237   Length         Domingo Tapia  593619      R  17.0
## 1882            5     237   Length      Peter Strzelecki  657265      R  35.0
## 1958            5     237   Length             Joe Kelly  523260      R  39.1
## 2038            5     237   Length         Kyle Finnegan  640448      R  69.1
## 2467            5     237   Length             Tim Mayza  641835      L  48.2
## 756             5     239 Leverage        Connor Seabold  657756      R   3.0
## 780             5     239 Leverage         Logan Gilbert  669302      R 119.1
## 991             5     239 Leverage          Brady Singer  663903      R 159.2
## 1305            5     239 Leverage             Jose Ruiz  614179      R  65.0
## 1373            5     239 Leverage        Luis Guillorme  641645      R   1.0
## 1459            5     239 Leverage           Matt Foster  641582      R  39.0
## 1594            5     239 Leverage     Andrelton Simmons  592743      R   1.0
## 1860            5     239 Leverage          Kody Clemens  665019      R   7.0
## 613             5     240   Length           Angel Zerpa  672582      L  11.0
## 1108            5     240   Length             Max Fried  608331      L  77.2
## 2279            5     240   Length           Cole Waites  686972      R   2.1
## 2310            5     240   Length         Anthony Rizzo  519203      L   0.2
## 2333            5     240   Length          Grant Dayton  594795      L  13.0
## 2348            5     240   Length           Hoby Milner  571948      L  21.2
## 2372            5     240   Length              Sam Clay  621348      L  45.0
## 2526            5     240   Length        Brendon Little  663893      L   0.2
## 2574            5     240   Length             Matt Gage  657424      L   6.2
## 111             5     258   Length       Thomas Eshelman  664045      R  27.2
## 1438            5     258   Length           Tommy Nance  667297      R  28.2
## 15041           5     258   Length        Eduard Bazardo  660825      R   3.0
## 1811            5     258   Length         Mike Brosseau  670712      R   3.0
## 2092            5     258   Length           Sam Coonrod  656322      R   6.2
## 2131            5     258   Length           Nicky Lopez  670032      R   2.1
## 2410            5     258   Length             Dylan Lee  669276      L   2.0
## 2539            5     258   Length            Matt Moore  519043      L  52.2
## 1111            5     258 Leverage       Thomas Eshelman  664045      R  27.2
## 14381           5     258 Leverage           Tommy Nance  667297      R  28.2
## 15042           5     258 Leverage        Eduard Bazardo  660825      R   3.0
## 18111           5     258 Leverage         Mike Brosseau  670712      R   3.0
## 20921           5     258 Leverage           Sam Coonrod  656322      R   6.2
## 21311           5     258 Leverage           Nicky Lopez  670032      R   2.1
## 24101           5     258 Leverage             Dylan Lee  669276      L   2.0
## 25391           5     258 Leverage            Matt Moore  519043      L  52.2
## 529             9      94   Length         Travis Bergen  664157      L  10.2
## 638             9      94   Length          Ryan Borucki  621366      L  39.4
## 951             9      94   Length           Tyler Mahle  641816      R  25.2
## 1505            9      94   Length         Oliver Ortega  661383      R   9.1
## 1614            9      94   Length          Jacob Barnes  606930      R  22.1
## 1927            9      94   Length          Tommy Hunter  488984      R  23.2
## 2481            9      94   Length            Eric Stout  657770      L  22.1
## 2590            9      94   Length           A.J. Minter  621345      L  64.2
## 467            11      26   Length           Ryan Pepiot  686752      R  42.0
##       year     FA_pct     SL_pct     CT_pct     CB_pct      CH_pct     SF_pct
## 479   2023 0.43479688 0.20751875 0.22866875         NA 0.128962500         NA
## 532   2021 0.43439196 0.28870357         NA 0.14979107 0.127139286         NA
## 1032  2021 0.60230000 0.15570000         NA         NA 0.241900000         NA
## 1042  2021 0.48070000 0.27620000         NA         NA 0.243100000         NA
## 1047  2021 0.48810000 0.14290000         NA 0.13100000 0.238100000         NA
## 1964  2023 0.43230000 0.14410000 0.36680000         NA          NA 0.05680000
## 2148  2023 1.00000000         NA         NA         NA          NA         NA
## 2154  2023 1.00000000         NA         NA         NA          NA         NA
## 2192  2023 0.21050000 0.15790000 0.50000000         NA 0.131600000         NA
## 2241  2023 0.56290000 0.21560000         NA         NA 0.221600000         NA
## 447   2023 0.41400000 0.03519884         NA         NA          NA 0.55080116
## 490   2021 0.52866135         NA 0.20300859 0.01959018 0.248739877         NA
## 496   2021 0.40132081         NA 0.26525385 0.10834480 0.225158371         NA
## 923   2023 0.42920000 0.44920000         NA         NA 0.121500000         NA
## 1038  2021 0.57130000         NA         NA 0.30810000 0.120600000         NA
## 1960  2023 1.00000000         NA         NA         NA          NA         NA
## 1984  2023 0.54630000 0.43410000         NA         NA 0.019500000         NA
## 1996  2023 1.00000000         NA         NA         NA          NA         NA
## 2009  2023 0.50630000 0.34180000         NA         NA 0.151900000         NA
## 2051  2023 0.70890000 0.29110000         NA         NA          NA         NA
## 2085  2023 0.45530000 0.37460000         NA 0.02590000          NA 0.14410000
## 342   2023 0.40169773 0.37579848         NA         NA 0.222503788         NA
## 362   2023 0.41107441 0.07615251 0.32095620         NA          NA 0.19189393
## 896   2022 0.58790000 0.27880000         NA 0.07270000 0.060600000         NA
## 1195  2021 0.56890000 0.40860000         NA         NA          NA 0.02250000
## 1389  2021 0.51630000 0.48370000         NA         NA          NA         NA
## 1393  2021 0.65630000         NA         NA 0.34380000          NA         NA
## 1463  2021 0.56860000 0.14960000         NA         NA 0.281800000         NA
## 1767  2022 0.48900000 0.49340000         NA         NA 0.017600000         NA
## 2587  2023 0.55220000 0.44780000         NA         NA          NA         NA
## 2607  2023 0.54550000 0.14050000 0.27690000         NA 0.037200000         NA
## 137   2021 0.40686751 0.27155523         NA 0.10946390 0.212116606         NA
## 258   2022 0.44572549 0.33022108         NA 0.08202598 0.142112255         NA
## 377   2023 0.66506747 0.05429639         NA         NA 0.280685542         NA
## 1581  2022 1.00000000         NA         NA         NA          NA         NA
## 1640  2022 0.42640000 0.46510000         NA 0.10850000          NA         NA
## 2382  2021 0.54250000 0.24620000         NA 0.21130000          NA         NA
## 2503  2022 0.77520000 0.22480000         NA         NA          NA         NA
## 2622  2023 0.65300000 0.32880000         NA         NA 0.018300000         NA
## 69    2021 0.38162603 0.31550667 0.30115778         NA 0.001709524         NA
## 136   2021 0.56434174 0.16755413 0.05064174 0.10395596 0.113506422         NA
## 1101  2023 0.58560000 0.35040000         NA         NA 0.064000000         NA
## 1268  2021 0.70470000         NA         NA 0.15530000 0.140100000         NA
## 1279  2021 0.62830000         NA 0.13100000         NA 0.240700000         NA
## 1308  2021 0.61500000 0.05000000 0.11500000 0.22000000          NA         NA
## 1324  2021 1.00000000         NA         NA         NA          NA         NA
## 1330  2021 0.54520000 0.28020000         NA 0.08410000 0.090500000         NA
## 2104  2023 1.00000000         NA         NA         NA          NA         NA
## 2314  2021 0.73040000 0.26960000         NA         NA          NA         NA
## 2381  2021 0.48800000 0.46140000         NA 0.05060000          NA         NA
## 55    2021 0.60105319 0.12622031         NA 0.10416963 0.168574855         NA
## 1153  2021 0.62920000 0.34920000         NA         NA 0.021500000         NA
## 1439  2021 0.70000000 0.30000000         NA         NA          NA         NA
## 1617  2022 0.50880000 0.13440000         NA 0.34010000 0.016700000         NA
## 1653  2022 0.61900000         NA         NA 0.04760000 0.047600000         NA
## 1737  2022 0.43280000 0.34630000         NA         NA 0.220900000         NA
## 1926  2022 0.65040000 0.01870000 0.07620000 0.04490000 0.209700000         NA
## 2300  2023 0.66670000 0.15150000         NA 0.18180000          NA         NA
## 238   2022 0.55562795 0.22498734         NA 0.15452795 0.064760699         NA
## 1077  2022 0.64370000 0.28690000         NA 0.05020000 0.019200000         NA
## 1159  2021 0.37780000 0.28890000 0.33330000         NA          NA         NA
## 1253  2021 1.00000000         NA         NA         NA          NA         NA
## 1387  2021 0.50570000 0.28740000         NA         NA 0.206900000         NA
## 1450  2021 0.75000000         NA         NA         NA          NA 0.25000000
## 1915  2022 0.69050000 0.28570000         NA         NA          NA 0.02380000
## 2483  2022 0.50000000 0.50000000         NA         NA          NA         NA
## 612   2022 0.54581863 0.10884037         NA 0.23311553 0.112139130         NA
## 1229  2021 1.00000000         NA         NA         NA          NA         NA
## 1231  2021 0.42110000 0.23680000 0.19300000 0.11400000 0.035100000         NA
## 1349  2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 1553  2022 0.55740000 0.42940000         NA         NA 0.013200000         NA
## 1660  2022 0.62030000 0.37970000         NA         NA          NA         NA
## 1663  2022 0.36570000 0.06910000         NA 0.00380000 0.219900000 0.34140000
## 1959  2023 1.00000000         NA         NA         NA          NA         NA
## 6121  2022 0.54581863 0.10884037         NA 0.23311553 0.112139130         NA
## 12291 2021 1.00000000         NA         NA         NA          NA         NA
## 12311 2021 0.42110000 0.23680000 0.19300000 0.11400000 0.035100000         NA
## 13491 2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 15531 2022 0.55740000 0.42940000         NA         NA 0.013200000         NA
## 16601 2022 0.62030000 0.37970000         NA         NA          NA         NA
## 16631 2022 0.36570000 0.06910000         NA 0.00380000 0.219900000 0.34140000
## 19591 2023 1.00000000         NA         NA         NA          NA         NA
## 476   2023 0.49932368 0.22108158 0.13127237         NA 0.148418421         NA
## 527   2021 0.50954151 0.23858679         NA 0.24869623          NA         NA
## 576   2022 0.55855075 0.32594701         NA 0.10661119 0.008881343         NA
## 2047  2023 1.00000000         NA         NA         NA          NA         NA
## 2118  2023 0.60550000 0.30470000         NA         NA 0.089800000         NA
## 2133  2023 0.58690000 0.13010000 0.06170000         NA 0.221300000         NA
## 2134  2023 1.00000000         NA         NA         NA          NA         NA
## 2139  2023 0.59410000 0.40590000         NA         NA          NA         NA
## 2181  2023 0.48190000 0.51810000         NA         NA          NA         NA
## 2190  2023 0.54660000         NA 0.26690000 0.14410000 0.042400000         NA
## 2205  2023 0.68040000 0.31960000         NA         NA          NA         NA
## 2206  2023 0.57070000 0.26830000         NA         NA 0.161000000         NA
## 758   2021 0.44010000 0.21760000 0.12630000 0.03600000          NA 0.18010000
## 820   2022 0.53800000 0.01000000 0.06110000 0.05850000 0.332500000         NA
## 1535  2021 0.64160000         NA         NA 0.35840000          NA         NA
## 1546  2022 0.60550000 0.29010000         NA 0.10440000          NA         NA
## 1555  2022 0.32960000 0.41680000         NA         NA 0.253600000         NA
## 1618  2022 0.43480000 0.27540000 0.28990000         NA          NA         NA
## 1684  2022 0.69810000 0.03020000         NA 0.27170000          NA         NA
## 1740  2022 0.45640000 0.48210000         NA         NA          NA 0.06150000
## 1746  2022 0.51950000 0.42860000         NA 0.03900000 0.013000000         NA
## 2515  2022 0.60230000 0.39770000         NA         NA          NA         NA
## 2577  2023 0.61760000 0.31290000         NA         NA 0.069500000         NA
## 537   2021 0.51749565 0.35038261         NA         NA 0.132036957         NA
## 960   2023 0.43160000 0.38630000         NA 0.15170000 0.030300000         NA
## 1068  2022 0.41770000 0.03540000 0.10130000 0.21010000 0.235400000         NA
## 12531 2021 1.00000000         NA         NA         NA          NA         NA
## 1301  2021 0.32690000 0.29300000 0.35840000         NA 0.021800000         NA
## 1487  2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1508  2021 0.60730000 0.14370000 0.24900000         NA          NA         NA
## 1735  2022 0.49150000 0.30510000         NA 0.10170000 0.101700000         NA
## 2294  2023 0.41820000 0.58180000         NA         NA          NA         NA
## 805   2022 0.51810000         NA         NA 0.26510000 0.216900000         NA
## 1563  2022 0.81430000         NA 0.02080000 0.05770000 0.008100000 0.09920000
## 1576  2022 1.00000000         NA         NA         NA          NA         NA
## 1578  2022 0.50360000 0.00730000         NA         NA          NA 0.48910000
## 1588  2022 0.40000000         NA 0.40000000 0.20000000          NA         NA
## 1606  2022 0.31990000 0.35810000         NA         NA 0.322000000         NA
## 1644  2022 0.95590000 0.01470000         NA         NA 0.029400000         NA
## 1650  2022 0.46040000 0.45320000 0.08630000         NA          NA         NA
## 1655  2022 0.77780000         NA         NA 0.16670000          NA         NA
## 1679  2022 0.53350000 0.36970000         NA         NA 0.096700000         NA
## 1698  2022 0.50620000 0.32370000         NA         NA 0.170100000         NA
## 1712  2022 0.60870000         NA         NA         NA          NA         NA
## 1722  2022 0.53750000 0.43970000         NA         NA 0.022800000         NA
## 1745  2022 0.43250000 0.36200000         NA         NA 0.205500000         NA
## 2562  2023 0.41470000 0.15890000         NA         NA 0.426400000         NA
## 366   2023 0.43709183 0.03631758 0.21481723 0.11157389 0.200199467         NA
## 389   2023 0.48172222 0.26577222         NA         NA 0.252505556         NA
## 424   2023 0.36810000 0.24597333         NA 0.38592667          NA         NA
## 1627  2022 1.00000000         NA         NA         NA          NA         NA
## 1668  2022 0.60240000 0.05120000 0.12930000 0.21610000          NA 0.00090000
## 2123  2023 1.00000000         NA         NA         NA          NA         NA
## 2146  2023 0.75040000 0.23340000         NA         NA          NA 0.01620000
## 21811 2023 0.48190000 0.51810000         NA         NA          NA         NA
## 231   2022 0.29348125 0.03351250 0.30328125 0.17511875 0.194618750         NA
## 592   2022 0.41144687 0.26379844         NA         NA 0.324754688         NA
## 813   2022 0.22890000 0.44580000         NA 0.24100000 0.084300000         NA
## 1088  2022 0.44480000         NA 0.16430000 0.06230000 0.328600000         NA
## 1449  2021 0.43500000 0.40850000         NA         NA 0.156500000         NA
## 1670  2022 0.64490000 0.19960000         NA         NA 0.155500000         NA
## 1945  2023 0.57240000 0.34620000         NA         NA          NA 0.08130000
## 2306  2021 0.76470000         NA         NA 0.11760000 0.117600000         NA
## 2527  2022 0.52270000 0.14270000 0.08800000         NA 0.246700000         NA
## 340   2023 0.39696456 0.22069367         NA 0.30711139          NA         NA
## 429   2023 0.50233987 0.13333964 0.27188753 0.05199243 0.040389755         NA
## 807   2022 0.47450000 0.39260000         NA 0.05110000 0.081900000         NA
## 9231  2023 0.42920000 0.44920000         NA         NA 0.121500000         NA
## 1867  2022 0.51160000         NA         NA 0.13950000 0.348800000         NA
## 1956  2023 0.35640000 0.36630000         NA 0.23760000 0.039600000         NA
## 2334  2021 0.76190000 0.14290000         NA 0.09520000          NA         NA
## 2450  2022 0.55340000 0.05940000         NA         NA 0.387200000         NA
## 372   2023 0.44004692 0.24194385         NA 0.19413538          NA         NA
## 412   2023 0.45039505 0.37947723 0.12040495         NA 0.049722772         NA
## 775   2021 0.53520000 0.29580000 0.00700000 0.08450000 0.077500000         NA
## 1358  2021 0.35710000 0.07140000         NA 0.07140000          NA 0.50000000
## 1448  2021 0.55810000 0.26400000         NA         NA 0.177800000         NA
## 1899  2022 0.34780000 0.41300000 0.13040000 0.04350000 0.065200000         NA
## 1939  2023 1.00000000         NA         NA         NA          NA         NA
## 2302  2021 0.67860000 0.32140000         NA         NA          NA         NA
## 347   2023 0.58470000 0.41530000         NA         NA          NA         NA
## 743   2021 0.49980000 0.23970000         NA 0.02750000 0.233000000         NA
## 1374  2021 0.64290000 0.21430000         NA 0.07140000          NA 0.07140000
## 1376  2021 0.38710000 0.00540000         NA 0.27420000 0.333300000         NA
## 14871 2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1509  2021 0.71930000 0.15790000         NA         NA 0.122800000         NA
## 1874  2022 1.00000000         NA         NA         NA          NA         NA
## 2270  2023 0.50000000 0.25300000         NA         NA 0.247000000         NA
## 711   2021 0.47960000 0.22160000         NA 0.15700000 0.141800000         NA
## 10421 2021 0.48070000 0.27620000         NA         NA 0.243100000         NA
## 1161  2021 0.10640000         NA 0.54700000 0.34470000 0.001900000         NA
## 1235  2021 0.35640000 0.51660000         NA 0.12700000          NA         NA
## 1300  2021 1.00000000         NA         NA         NA          NA         NA
## 1320  2021 0.47660000         NA         NA 0.26720000 0.256200000         NA
## 2238  2023 0.53930000 0.19100000 0.07870000         NA 0.191000000         NA
## 2569  2023 0.50960000 0.38130000 0.10460000         NA 0.004500000         NA
## 395   2023 0.43411111         NA         NA         NA 0.565888889         NA
## 1429  2021 0.59010000 0.31080000         NA         NA 0.099100000         NA
## 1440  2021 0.71430000 0.28570000         NA         NA          NA         NA
## 1443  2021 0.56830000 0.13760000         NA         NA 0.294100000         NA
## 1474  2021 0.59750000 0.32150000         NA         NA 0.081000000         NA
## 1501  2021 0.47200000 0.41960000         NA         NA 0.108400000         NA
## 1502  2021 0.51410000 0.46430000         NA         NA          NA 0.02160000
## 1504  2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 1516  2021 0.74630000         NA         NA 0.25370000          NA         NA
## 1922  2022 0.70190000 0.29810000         NA         NA          NA         NA
## 222   2022 0.54965039 0.32412362         NA 0.07849961 0.047729134         NA
## 4791  2023 0.43479688 0.20751875 0.22866875         NA 0.128962500         NA
## 1254  2021 0.54110000 0.14380000         NA 0.28490000 0.030100000         NA
## 1343  2021 1.00000000         NA         NA         NA          NA         NA
## 1671  2022 0.56140000 0.27720000         NA         NA 0.161400000         NA
## 1705  2022 0.77910000 0.00450000         NA 0.06660000          NA 0.14980000
## 1719  2022 0.53100000 0.46900000         NA         NA          NA         NA
## 1830  2022 0.54440000 0.30000000         NA         NA 0.155600000         NA
## 1172  2021 0.68530000 0.25890000         NA 0.05580000          NA         NA
## 11951 2021 0.56890000 0.40860000         NA         NA          NA 0.02250000
## 1311  2021 0.51680000 0.35930000         NA 0.12390000          NA         NA
## 1313  2021 0.70810000 0.19140000         NA         NA 0.100500000         NA
## 1353  2021 0.34740000 0.01410000         NA         NA 0.638500000         NA
## 1360  2021 0.68910000 0.27860000         NA         NA 0.032300000         NA
## 1895  2022 0.62360000 0.02530000         NA 0.30060000 0.050600000         NA
## 1983  2023 1.00000000         NA         NA         NA          NA         NA
## 2248  2023 0.54730000 0.28790000         NA         NA 0.164800000         NA
## 2357  2021 0.54050000 0.17230000         NA         NA 0.287200000         NA
## 226   2022 0.51575042 0.34014622         NA         NA 0.096300000         NA
## 480   2023 0.43545406 0.13275830 0.31861237         NA 0.113090106         NA
## 845   2022 0.47860000 0.31020000         NA 0.16040000 0.050800000         NA
## 1552  2022 0.59130000         NA         NA 0.39130000 0.017400000         NA
## 1609  2022 0.58810000 0.16650000 0.17230000         NA 0.073100000         NA
## 1703  2022 1.00000000         NA         NA         NA          NA         NA
## 1728  2022 0.49730000 0.09460000         NA         NA          NA 0.40810000
## 2145  2023 0.55810000 0.39530000         NA         NA 0.046500000         NA
## 249   2022 0.54939306 0.18293186         NA 0.16365268 0.103922397         NA
## 251   2022 0.42201837 0.17935510         NA 0.39862653          NA         NA
## 506   2021 0.46404121         NA 0.11462912 0.42132967          NA         NA
## 556   2021 0.56724722 0.13513981         NA         NA 0.275479630         NA
## 1208  2021 0.33370000 0.55700000         NA         NA 0.109300000         NA
## 1283  2021 0.86120000 0.13880000         NA         NA          NA         NA
## 1284  2021 0.49410000 0.46280000         NA 0.03520000 0.007800000         NA
## 2345  2021 0.48380000 0.27090000         NA         NA 0.245300000         NA
## 2565  2023 0.55460000 0.44540000         NA         NA          NA         NA
## 317   2022 0.47726667 0.31694545 0.12543485         NA 0.080353030         NA
## 335   2023 0.45907143 0.53945466         NA         NA          NA         NA
## 663   2023 0.48900905         NA         NA 0.22302760 0.287963348         NA
## 1333  2021 0.31330000 0.68670000         NA         NA          NA         NA
## 1475  2021 0.64100000 0.21790000         NA         NA 0.141000000         NA
## 19961 2023 1.00000000         NA         NA         NA          NA         NA
## 2113  2023 0.56180000         NA 0.36570000 0.07250000          NA         NA
## 2368  2021 0.52500000 0.28330000         NA         NA 0.191700000         NA
## 22    2021         NA         NA 0.73572800 0.25947800          NA         NA
## 63    2021 0.58017327         NA         NA 0.41982673          NA         NA
## 168   2021 0.63751021 0.26163634         NA 0.05141441 0.049348649         NA
## 174   2022 0.49419344 0.15408402         NA 0.35181393          NA         NA
## 673   2023 0.48733893 0.21085235         NA 0.15174430 0.150032886         NA
## 1177  2021 0.65980000 0.28020000         NA         NA 0.060000000         NA
## 1180  2021 0.59030000         NA         NA 0.40970000          NA         NA
## 1260  2021 0.33790000 0.12410000         NA 0.05520000 0.482800000         NA
## 1744  2022 0.70610000 0.29390000         NA         NA          NA         NA
## 1759  2022 0.52560000 0.35510000         NA 0.06410000 0.055100000         NA
## 2222  2023 0.49070000 0.50930000         NA         NA          NA         NA
## 2362  2021 0.67860000 0.13520000         NA         NA 0.186200000         NA
## 2530  2022 0.62860000 0.37140000         NA         NA          NA         NA
## 2600  2023 0.60770000 0.39030000         NA         NA 0.002100000         NA
## 2641  2023 0.56280000 0.38060000         NA         NA 0.056700000         NA
## 7581  2021 0.44010000 0.21760000 0.12630000 0.03600000          NA 0.18010000
## 1178  2021 0.61040000 0.38730000         NA         NA 0.002400000         NA
## 1287  2021 0.46210000 0.13860000 0.01290000 0.08320000 0.303100000         NA
## 1445  2021 1.00000000         NA         NA         NA          NA         NA
## 19561 2023 0.35640000 0.36630000         NA 0.23760000 0.039600000         NA
## 2229  2023 0.42400000 0.31580000         NA         NA 0.260200000         NA
## 2246  2023 0.63180000 0.31800000         NA         NA 0.050200000         NA
## 2312  2021 0.52510000 0.05690000         NA 0.25750000 0.160500000         NA
## 2412  2021 0.70920000 0.10530000         NA         NA 0.185500000         NA
## 173   2021 0.64775993 0.30215603         NA 0.02585928 0.024224756         NA
## 315   2022 0.66990814 0.28228750         NA         NA 0.047786364         NA
## 376   2023 0.72101284         NA         NA 0.27898716          NA         NA
## 1630  2022 1.00000000         NA         NA         NA          NA         NA
## 1646  2022 0.41960000 0.56470000         NA         NA 0.015700000         NA
## 1683  2022 0.78800000 0.12170000         NA         NA          NA 0.09030000
## 1891  2022 0.74730000 0.23910000         NA         NA 0.013600000         NA
## 1930  2023 0.56910000 0.07320000 0.28460000         NA          NA 0.07320000
## 2007  2023 0.69530000 0.30470000         NA         NA          NA         NA
## 2252  2023 0.62000000 0.35330000         NA         NA 0.026700000         NA
## 2471  2022 0.50000000 0.50000000         NA         NA          NA         NA
## 2511  2022 0.60990000 0.25820000         NA 0.13190000          NA         NA
## 152   2021 0.61115667 0.31373333         NA         NA          NA         NA
## 307   2022 0.48962353 0.51037647         NA         NA          NA         NA
## 414   2023 0.54308016 0.24003813 0.21688171         NA          NA         NA
## 1185  2021 0.82540000         NA 0.03890000 0.05120000 0.084500000         NA
## 1331  2021 0.60490000         NA 0.15630000 0.11470000 0.124000000         NA
## 1351  2021 0.39130000 0.26090000         NA 0.08700000 0.260900000         NA
## 1565  2022 0.47500000         NA         NA 0.52500000          NA         NA
## 1718  2022 0.91180000 0.02940000         NA         NA          NA 0.02940000
## 1808  2022 0.69700000         NA         NA         NA          NA         NA
## 2013  2023 0.54680000 0.19310000         NA 0.18790000 0.072200000         NA
## 2031  2023 1.00000000         NA         NA         NA          NA         NA
## 2090  2023 0.41710000 0.38860000         NA         NA 0.194300000         NA
## 598   2022 0.49824669 0.15711907 0.20830545         NA 0.136328794         NA
## 1155  2021 0.51320000 0.48680000         NA         NA          NA         NA
## 13581 2021 0.35710000 0.07140000         NA 0.07140000          NA 0.50000000
## 1533  2021 0.45550000 0.17390000 0.29400000         NA 0.076600000         NA
## 2025  2023 0.39100000 0.16170000         NA         NA 0.133100000 0.31420000
## 2035  2023 0.50170000 0.46320000         NA         NA 0.035100000         NA
## 2307  2021 0.42610000 0.24130000         NA         NA 0.332600000         NA
## 2498  2022 0.53180000         NA 0.22070000 0.05350000 0.194000000         NA
## 5321  2021 0.43439196 0.28870357         NA 0.14979107 0.127139286         NA
## 975   2023 0.45680000 0.19640000         NA 0.06660000 0.280200000         NA
## 1040  2021 0.51690000         NA         NA 0.16250000 0.320500000         NA
## 1214  2021 0.63370000 0.14290000 0.22340000         NA          NA         NA
## 1612  2022 1.00000000         NA         NA         NA          NA         NA
## 2006  2023 1.00000000         NA         NA         NA          NA         NA
## 2338  2021 0.10390000         NA 0.64940000 0.05630000 0.190500000         NA
## 2504  2022 0.28760000 0.71240000         NA         NA          NA         NA
## 2536  2022 0.48000000 0.34000000         NA 0.04000000 0.140000000         NA
## 279   2022 0.52172103 0.42228925         NA         NA 0.056086916         NA
## 351   2023 0.54983846 0.30123407         NA         NA          NA 0.12340989
## 1336  2021 0.44000000 0.52000000         NA         NA 0.040000000         NA
## 13492 2021 0.40350000 0.10530000         NA         NA 0.491200000         NA
## 1356  2021 0.59690000 0.18520000         NA         NA          NA 0.21780000
## 1417  2021 0.58390000 0.34230000         NA         NA 0.073800000         NA
## 15091 2021 0.71930000 0.15790000         NA         NA 0.122800000         NA
## 1542  2022 0.22470000 0.13120000 0.64410000         NA          NA         NA
## 2055  2023 0.61850000 0.27290000         NA 0.01800000 0.090700000         NA
## 2273  2023 0.45450000 0.54550000         NA         NA          NA         NA
## 2499  2022 0.55510000 0.37440000         NA         NA 0.070500000         NA
## 2566  2023 0.63130000 0.01250000         NA 0.10630000 0.250000000         NA
## 51    2021 0.49125804 0.15327067 0.07396151 0.05552790 0.225899796         NA
## 365   2023 0.48138692 0.25626213         NA         NA          NA 0.26235095
## 552   2021 0.63038649 0.34755676         NA         NA          NA 0.02205676
## 630   2023 0.63885385 0.23629231 0.12039231         NA          NA         NA
## 1493  2021 0.70590000 0.29410000         NA         NA          NA         NA
## 1506  2021 0.70100000 0.29900000         NA         NA          NA         NA
## 1514  2021 1.00000000         NA         NA         NA          NA         NA
## 1925  2022 0.48930000 0.13720000         NA         NA          NA 0.37350000
## 2349  2021 0.55470000 0.44530000         NA         NA          NA         NA
## 2413  2021 0.90000000         NA         NA         NA 0.100000000         NA
## 2629  2023 0.50740000 0.45190000         NA         NA 0.040700000         NA
## 48    2021 0.32446967         NA         NA 0.67553033          NA         NA
## 246   2022 0.45288865 0.40237511         NA         NA          NA         NA
## 1428  2021 0.84620000         NA         NA         NA 0.153800000         NA
## 14872 2021 0.55560000 0.24750000         NA 0.01010000          NA 0.18690000
## 1503  2021 0.71670000         NA         NA 0.28330000          NA         NA
## 16981 2022 0.50620000 0.32370000         NA         NA 0.170100000         NA
## 1700  2022 0.64620000 0.35380000         NA         NA          NA         NA
## 2169  2023 1.00000000         NA         NA         NA          NA         NA
## 2178  2023 0.40500000 0.27750000         NA         NA 0.317500000         NA
## 2626  2023 0.71910000 0.04290000         NA         NA 0.237900000         NA
## 3951  2023 0.43411111         NA         NA         NA 0.565888889         NA
## 1270  2021         NA 0.23330000 0.56670000 0.20000000          NA         NA
## 1315  2021 0.53200000         NA         NA 0.46310000 0.004900000         NA
## 1381  2021 0.57970000 0.26090000         NA         NA 0.159400000         NA
## 16531 2022 0.61900000         NA         NA 0.04760000 0.047600000         NA
## 1661  2022 0.60250000 0.22540000         NA 0.01020000 0.161900000         NA
## 2027  2023 0.66810000 0.27060000         NA         NA 0.061200000         NA
## 2128  2023 0.48490000 0.23490000         NA         NA 0.280200000         NA
## 1220  2021 0.53330000 0.11110000         NA         NA 0.355600000         NA
## 1369  2021 1.00000000         NA         NA         NA          NA         NA
## 1392  2021 0.64920000 0.35080000         NA         NA          NA         NA
## 1751  2022 0.70440000 0.28600000         NA         NA 0.009600000         NA
## 1988  2023 0.30150000 0.53310000 0.16540000         NA          NA         NA
## 2153  2023 0.56890000 0.28570000         NA 0.00130000 0.144100000         NA
## 2167  2023 0.55430000         NA         NA 0.20600000 0.239700000         NA
## 2437  2022 0.42020000 0.07560000         NA 0.11760000 0.386600000         NA
## 2454  2022 0.37830000 0.27830000         NA 0.14780000 0.195700000         NA
## 2578  2023 0.58760000 0.41240000         NA         NA          NA         NA
## 1097  2023 0.37170000 0.43340000         NA 0.17520000          NA 0.01970000
## 1209  2021 0.47830000 0.52170000         NA         NA          NA         NA
## 1335  2021 0.35220000 0.63910000         NA         NA 0.008700000         NA
## 1975  2023 0.27430000 0.69900000         NA 0.02670000          NA         NA
## 2187  2023 0.36350000 0.60020000 0.00430000         NA 0.032000000         NA
## 2259  2023 0.48280000 0.46550000         NA 0.05170000          NA         NA
## 2341  2021 0.60470000 0.34420000         NA         NA 0.051200000         NA
## 2453  2022 0.67740000 0.31920000         NA         NA 0.003300000         NA
## 2522  2022 0.47310000 0.36550000         NA 0.16140000          NA         NA
## 574   2022 0.18731690 0.27003352 0.30354986         NA 0.239099718         NA
## 590   2022 0.52054802 0.29517264         NA         NA 0.180206991         NA
## 983   2023 0.42140000 0.29610000         NA 0.13420000          NA 0.14820000
## 1013  2021 0.36490000 0.34000000         NA 0.21670000 0.078500000         NA
## 2076  2023 1.00000000         NA         NA         NA          NA         NA
## 2158  2023 0.46150000 0.53850000         NA         NA          NA         NA
## 2177  2023 0.55650000 0.41530000         NA         NA 0.028200000         NA
## 2324  2021 0.65530000 0.34470000         NA         NA          NA         NA
## 182   2022 0.05593946 0.05974483 0.76634330 0.08181188 0.028947893         NA
## 212   2022 0.37046834         NA 0.27691737 0.13355251 0.219159846         NA
## 333   2023 0.70944532 0.16489085         NA 0.08644636 0.039217464         NA
## 609   2022 0.50535315         NA         NA 0.21700102 0.277645145         NA
## 1162  2021 0.53980000         NA 0.36210000 0.06260000 0.035500000         NA
## 1286  2021 0.58990000 0.27580000         NA 0.13430000          NA         NA
## 1426  2021 0.65330000         NA         NA 0.34670000          NA         NA
## 1611  2022 0.68320000 0.15430000         NA         NA 0.162500000         NA
## 1882  2022 0.53220000 0.33220000         NA         NA 0.135500000         NA
## 1958  2023 0.46490000 0.23030000         NA 0.19800000 0.106700000         NA
## 2038  2023 0.69980000 0.05150000         NA         NA          NA 0.24860000
## 2467  2022 0.82630000 0.17370000         NA         NA          NA         NA
## 756   2021 0.62790000 0.20930000         NA 0.04650000 0.116300000         NA
## 780   2021 0.61510000 0.23910000         NA 0.06820000 0.077600000         NA
## 991   2023 0.51000000 0.42570000         NA         NA 0.064300000         NA
## 1305  2021 0.59500000 0.01450000         NA 0.35490000 0.035700000         NA
## 1373  2021 1.00000000         NA         NA         NA          NA         NA
## 1459  2021 0.63790000 0.10430000 0.03290000         NA 0.225000000         NA
## 1594  2022 1.00000000         NA         NA         NA          NA         NA
## 1860  2022 1.00000000         NA         NA         NA          NA         NA
## 613   2022 0.59066591 0.25835909         NA         NA 0.150959091         NA
## 1108  2023 0.45180000 0.15190000         NA 0.23150000 0.164800000         NA
## 2279  2023 0.69230000 0.30770000         NA         NA          NA         NA
## 2310  2021 0.73330000         NA         NA 0.26670000          NA         NA
## 2333  2021 0.65200000         NA         NA 0.34800000          NA         NA
## 2348  2021 0.56230000 0.35880000         NA         NA 0.078900000         NA
## 2372  2021 0.66380000 0.24410000         NA         NA 0.092200000         NA
## 2526  2022 0.68180000 0.31820000         NA         NA          NA         NA
## 2574  2023 0.54620000 0.15970000 0.29410000         NA          NA         NA
## 111   2021 0.48532857 0.26026429         NA 0.10901429 0.145371429         NA
## 1438  2021 0.62060000 0.10750000         NA 0.27190000          NA         NA
## 15041 2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 1811  2022 1.00000000         NA         NA         NA          NA         NA
## 2092  2023 0.44220000 0.14290000 0.28570000         NA 0.129300000         NA
## 2131  2023 1.00000000         NA         NA         NA          NA         NA
## 2410  2021 0.41380000 0.31030000         NA         NA 0.275900000         NA
## 2539  2023 0.47980000         NA         NA 0.20780000 0.312400000         NA
## 1111  2021 0.48532857 0.26026429         NA 0.10901429 0.145371429         NA
## 14381 2021 0.62060000 0.10750000         NA 0.27190000          NA         NA
## 15042 2021 0.34620000 0.01920000         NA 0.63460000          NA         NA
## 18111 2022 1.00000000         NA         NA         NA          NA         NA
## 20921 2023 0.44220000 0.14290000 0.28570000         NA 0.129300000         NA
## 21311 2023 1.00000000         NA         NA         NA          NA         NA
## 24101 2021 0.41380000 0.31030000         NA         NA 0.275900000         NA
## 25391 2023 0.47980000         NA         NA 0.20780000 0.312400000         NA
## 529   2021 0.86959783         NA         NA         NA          NA         NA
## 638   2023 0.20236842 0.13993421 0.54406579         NA 0.113631579         NA
## 951   2023 0.51780000 0.26370000 0.02140000         NA          NA 0.19710000
## 1505  2021 0.55400000         NA         NA 0.44600000          NA         NA
## 1614  2022 0.47920000 0.09700000 0.42380000         NA          NA         NA
## 1927  2023 0.46870000         NA 0.31340000 0.14170000 0.076300000         NA
## 2481  2022 0.34890000 0.47330000         NA 0.05560000 0.122200000         NA
## 2590  2023 0.47180000 0.38890000         NA         NA 0.139400000         NA
## 467   2023 0.50583019 0.14663396         NA         NA 0.347535849         NA
##       KN_pct      XX_pct    vFA_sc    vFC_sc   vFS_sc vFO_sc    vSI_sc   vSL_sc
## 479       NA          NA  93.22495  88.39167       NA     NA  92.82004 82.31736
## 532       NA          NA  91.25677  85.48942       NA     NA        NA       NA
## 1032      NA          NA        NA        NA       NA     NA  92.14326       NA
## 1042      NA          NA  89.50588        NA       NA     NA  88.99722 80.18800
## 1047      NA          NA  92.82683        NA       NA     NA        NA 80.07500
## 1964      NA 0.017200000  91.60822        NA       NA     NA  92.95185 83.36068
## 2148      NA          NA  71.28750        NA       NA     NA        NA       NA
## 2154      NA          NA  66.45000        NA       NA     NA        NA       NA
## 2192      NA 0.035100000        NA  89.20351       NA     NA  92.12500 82.76667
## 2241      NA 0.006000000  94.66471        NA       NA     NA  94.03766 86.84167
## 447       NA          NA  95.97478        NA 88.72658     NA  95.44990 85.83963
## 490       NA          NA  92.91724  88.91581       NA     NA  92.88189       NA
## 496       NA          NA  87.56732  85.05313       NA     NA  87.63052       NA
## 923       NA 0.004600000  93.20407        NA       NA     NA  92.87143 83.21069
## 1038      NA 0.001900000  92.10371        NA       NA     NA  92.45132       NA
## 1960      NA          NA        NA        NA       NA     NA        NA       NA
## 1984      NA 0.019500000  91.25909        NA 84.07500     NA  89.70000 81.40000
## 1996      NA          NA  63.28334        NA       NA     NA        NA       NA
## 2009      NA 0.012500000  94.18500  87.77778       NA     NA  94.60000       NA
## 2051      NA 0.005400000  85.25000        NA       NA     NA  85.12273 74.76945
## 2085      NA 0.002900000  96.30090        NA 87.51600     NA  95.85744 89.39846
## 342       NA          NA  91.89590        NA       NA     NA  91.96628 81.24629
## 362       NA 0.004387335  94.06477        NA 84.25018     NA        NA 87.13818
## 896       NA          NA  92.08969        NA       NA     NA        NA 85.33043
## 1195      NA 0.002000000  94.89284        NA       NA     NA  93.72105 83.80500
## 1389      NA 0.023300000  95.72883        NA       NA     NA        NA 86.52404
## 1393      NA          NA  94.49048        NA       NA     NA        NA       NA
## 1463      NA          NA  93.66710        NA       NA     NA        NA 84.43114
## 1767      NA          NA  90.58648        NA       NA     NA        NA 81.99375
## 2587      NA          NA        NA        NA       NA     NA  88.72297 77.44426
## 2607      NA          NA  94.55152        NA       NA     NA        NA 86.15347
## 137       NA          NA  93.50541        NA       NA     NA        NA 88.18216
## 258       NA          NA  94.32454        NA       NA     NA        NA 84.35775
## 377       NA          NA  92.94979        NA       NA     NA  91.89552 83.63289
## 1581      NA          NA  89.20741        NA       NA     NA        NA       NA
## 1640      NA          NA  93.52545        NA       NA     NA        NA 84.15000
## 2382      NA 0.015300000  93.57692        NA       NA     NA  93.06726 87.62800
## 2503      NA          NA  93.22865        NA       NA     NA        NA 82.11250
## 2622      NA          NA  94.56503        NA       NA     NA        NA       NA
## 69        NA          NA  94.50159  91.17321       NA     NA        NA 85.09289
## 136       NA          NA  93.97869        NA       NA     NA  93.30058 82.93508
## 1101      NA 0.001000000  91.80441        NA       NA     NA  92.09653 80.46348
## 1268      NA 0.004300000  94.00348        NA       NA     NA  93.91826       NA
## 1279      NA 0.011200000  93.75518        NA       NA     NA  93.66236 87.20425
## 1308      NA          NA  94.53213  91.95652       NA     NA        NA 83.94500
## 1324      NA          NA        NA        NA       NA     NA        NA 65.87500
## 1330      NA 0.003200000  96.59922        NA       NA     NA  96.67013 86.39200
## 2104      NA          NA        NA        NA       NA     NA        NA 58.73750
## 2314      NA          NA  99.32500        NA       NA     NA        NA 84.67419
## 2381      NA 0.015200000  94.55788        NA       NA     NA  94.46490 87.22630
## 55        NA 0.002535977  88.73110        NA       NA     NA  89.07068 76.65166
## 1153      NA 0.012300000  87.46688        NA       NA     NA  85.72062 77.41718
## 1439      NA          NA  93.46607        NA       NA     NA        NA 83.37083
## 1617      NA 0.003700000  94.40161        NA       NA     NA  94.40085 88.93425
## 1653  0.2857          NA  68.23000        NA       NA     NA        NA       NA
## 1737      NA 0.015900000  93.02364        NA       NA     NA  92.22500 86.48555
## 1926      NA          NA  97.93180  93.64429       NA     NA  97.02303       NA
## 2300      NA          NA  96.03334        NA       NA     NA  96.62894 87.48000
## 238       NA          NA  95.52349        NA       NA     NA  94.45726 84.29630
## 1077      NA          NA  92.17749        NA       NA     NA  91.60258 82.08792
## 1159      NA          NA  91.44444  85.97333       NA     NA  92.42500 81.26923
## 1253      NA          NA        NA        NA       NA     NA        NA 77.08333
## 1387      NA          NA  92.88182        NA       NA     NA        NA 85.12449
## 1450      NA          NA  92.61600        NA       NA     NA  93.30000       NA
## 1915      NA          NA  97.67414        NA       NA     NA        NA 87.06250
## 2483      NA          NA  94.53750        NA       NA     NA        NA 83.10000
## 612       NA          NA  93.68534        NA       NA     NA  92.98115 86.00874
## 1229      NA          NA  63.51176        NA       NA     NA        NA       NA
## 1231      NA          NA  93.80833  89.65000       NA     NA        NA 84.77778
## 1349      NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 1553      NA 0.004100000  95.84256        NA       NA     NA  96.15044 85.50094
## 1660      NA          NA  97.76081        NA       NA     NA  96.89091 85.97785
## 1663      NA          NA  96.45839  89.18511       NA     NA        NA 83.33727
## 1959      NA          NA  74.97500        NA       NA     NA        NA       NA
## 6121      NA          NA  93.68534        NA       NA     NA  92.98115 86.00874
## 12291     NA          NA  63.51176        NA       NA     NA        NA       NA
## 12311     NA          NA  93.80833  89.65000       NA     NA        NA 84.77778
## 13491     NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 15531     NA 0.004100000  95.84256        NA       NA     NA  96.15044 85.50094
## 16601     NA          NA  97.76081        NA       NA     NA  96.89091 85.97785
## 16631     NA          NA  96.45839  89.18511       NA     NA        NA 83.33727
## 19591     NA          NA  74.97500        NA       NA     NA        NA       NA
## 476       NA          NA  95.72204  91.92871       NA     NA  94.13552 83.94826
## 527       NA          NA  94.58352        NA       NA     NA  93.39670 86.08984
## 576       NA          NA  94.30632  88.33007       NA     NA        NA       NA
## 2047      NA          NA  49.57143        NA       NA     NA        NA       NA
## 2118      NA 0.011400000  95.62362        NA       NA     NA        NA 84.07938
## 2133      NA 0.003800000  97.93993  91.11538       NA     NA  98.01758 86.29387
## 2134      NA          NA  80.00000        NA       NA     NA        NA       NA
## 2139      NA          NA  93.10871        NA       NA     NA        NA 83.94503
## 2181      NA          NA  96.02750        NA       NA     NA        NA 88.50000
## 2190      NA          NA  93.16047  88.67429       NA     NA        NA 84.96429
## 2205      NA 0.011600000  98.48000  99.06671       NA     NA        NA 91.12402
## 2206      NA 0.011800000  91.07606        NA       NA     NA  90.19313 79.34342
## 758       NA 0.002500000  95.57833  86.89595 88.15148     NA        NA 82.20294
## 820       NA          NA        NA  87.61120       NA     NA  89.56336 75.98400
## 1535      NA 0.008800000  95.60069        NA       NA     NA        NA       NA
## 1546      NA 0.001100000  97.56080        NA       NA     NA        NA 89.00365
## 1555      NA 0.006300000  97.28775  87.69129       NA     NA  96.73770       NA
## 1618      NA          NA  96.66250  92.02000       NA     NA  96.31818 85.07369
## 1684      NA 0.015100000  95.64683        NA       NA     NA        NA 79.60417
## 1740      NA 0.010300000  95.88223        NA       NA     NA  89.00000 86.24149
## 1746      NA          NA  95.58750        NA       NA     NA        NA 83.40312
## 2515      NA          NA        NA        NA       NA     NA  87.47573 75.80588
## 2577      NA 0.020400000  94.01914        NA       NA     NA        NA 83.84416
## 537       NA          NA  90.37650        NA       NA     NA        NA 80.39617
## 960       NA 0.001800000  95.56392        NA       NA     NA        NA 86.25000
## 1068      NA          NA  89.27515  85.96415       NA     NA        NA       NA
## 12531     NA          NA        NA        NA       NA     NA        NA 77.08333
## 1301      NA 0.009700000  89.94737  87.14414       NA     NA  90.51466 79.31220
## 1487      NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1508      NA          NA  90.95016  85.91172       NA     NA        NA 79.73671
## 1735      NA          NA  95.06250        NA       NA     NA  93.86153 86.59722
## 2294      NA          NA  98.78571        NA       NA     NA 100.05000 86.79688
## 805       NA          NA  90.30000        NA       NA     NA  90.38421       NA
## 1563      NA 0.011500000  93.35729  85.84211       NA     NA        NA       NA
## 1576      NA          NA  60.70000        NA       NA     NA        NA       NA
## 1578      NA          NA  93.35362        NA 86.56120     NA        NA 84.20000
## 1588      NA          NA        NA        NA       NA     NA        NA 68.66250
## 1606      NA 0.005300000  94.78411        NA       NA     NA        NA 81.32030
## 1644      NA          NA  61.14627        NA       NA     NA        NA       NA
## 1650      NA          NA  92.89253  88.82222       NA     NA        NA 78.25715
## 1655  0.0556          NA  70.58889        NA       NA     NA        NA       NA
## 1679      NA 0.003100000  95.30877        NA       NA     NA        NA 82.05612
## 1698      NA          NA  95.07438        NA       NA     NA        NA 84.59744
## 1712  0.3913          NA  71.31667        NA       NA     NA        NA       NA
## 1722      NA          NA  90.88571        NA       NA     NA  91.69444 81.84667
## 1745      NA 0.023500000  96.43333        NA       NA     NA  98.00884 87.25027
## 2562      NA          NA  88.81589        NA       NA     NA        NA 81.46341
## 366       NA          NA  94.03237  90.22022       NA     NA        NA 85.58121
## 389       NA          NA  95.07292        NA       NA     NA  94.40812 84.62711
## 424       NA          NA        NA        NA       NA     NA  94.06721 86.38689
## 1627      NA          NA  84.52592        NA       NA     NA        NA       NA
## 1668      NA 0.007800000  94.72516  93.10255       NA     NA  91.65000 82.21833
## 2123      NA          NA  60.00000        NA       NA     NA        NA       NA
## 2146      NA 0.008900000 100.32353        NA       NA     NA 100.08842 86.83077
## 21811     NA          NA  96.02750        NA       NA     NA        NA 88.50000
## 231       NA          NA  92.48474  87.36692       NA     NA        NA       NA
## 592       NA          NA  90.92674        NA       NA     NA  90.58714 81.87984
## 813       NA          NA  88.83684        NA       NA     NA        NA 80.54054
## 1088      NA          NA  92.09013  88.51121       NA     NA        NA       NA
## 1449      NA 0.004600000  97.39277        NA       NA     NA  97.20517 89.69802
## 1670      NA          NA  95.64787        NA       NA     NA  95.03540 87.05930
## 1945      NA 0.005900000  97.01168        NA 88.23780     NA  97.28936 81.29771
## 2306      NA          NA  87.06923        NA       NA     NA        NA       NA
## 2527      NA 0.014700000        NA  86.73770       NA     NA  92.37016 78.89370
## 340       NA          NA  94.23678  89.64570       NA     NA  94.84167 83.21114
## 429       NA 0.001790646  93.08629  89.09757       NA     NA  92.67244 80.57012
## 807       NA          NA  98.87399        NA       NA     NA        NA 92.63767
## 9231      NA 0.004600000  93.20407        NA       NA     NA  92.87143 83.21069
## 1867      NA          NA  99.27273        NA       NA     NA        NA       NA
## 1956      NA          NA  88.82500        NA       NA     NA        NA 76.77298
## 2334      NA          NA  87.56429        NA       NA     NA  86.25000 79.40000
## 2450      NA 0.004800000  92.64091        NA       NA     NA  92.75387 83.83878
## 372       NA 0.001883846  93.13102        NA       NA     NA        NA 84.25336
## 412       NA          NA  93.71812  88.85036       NA     NA        NA       NA
## 775       NA          NA  92.35000  90.60000       NA     NA        NA 81.27805
## 1358      NA          NA  90.68000        NA       NA     NA        NA 78.90000
## 1448      NA 0.005500000  93.42727        NA       NA     NA  94.02317 86.65441
## 1899      NA          NA  91.50000  88.80000       NA     NA  92.72667 79.94211
## 1939      NA          NA  81.87500        NA       NA     NA        NA       NA
## 2302      NA 0.071400000  88.92500        NA       NA     NA  89.21154 75.93889
## 347       NA          NA  95.87069        NA       NA     NA  96.26080 86.32324
## 743       NA 0.001000000  98.06691        NA       NA     NA  97.61476 90.42466
## 1374      NA          NA  93.64444        NA       NA     NA        NA 81.66000
## 1376      NA          NA  90.66865        NA       NA     NA  90.78000 85.20000
## 14871     NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1509      NA          NA  94.99487        NA       NA     NA  94.75000 84.05556
## 1874      NA          NA  80.00000        NA       NA     NA        NA       NA
## 2270      NA          NA  92.86506        NA       NA     NA        NA 86.50952
## 711       NA          NA  97.67405        NA       NA     NA  97.66400 88.38862
## 10421     NA          NA  89.50588        NA       NA     NA  88.99722 80.18800
## 1161      NA 0.015200000  91.71333  91.96545       NA     NA        NA       NA
## 1235      NA 0.006600000  95.78936        NA       NA     NA        NA 87.51833
## 1300      NA          NA  70.84000        NA       NA     NA        NA       NA
## 1320      NA 0.005500000  93.99364        NA       NA     NA        NA 82.54433
## 2238      NA          NA        NA  90.21429       NA     NA  93.73334 83.55882
## 2569      NA 0.013600000  94.68361  87.18018       NA     NA  94.33053 82.53421
## 395       NA          NA  92.77449        NA       NA     NA        NA       NA
## 1429      NA          NA  90.65000        NA       NA     NA  90.67586 80.45073
## 1440      NA          NA  95.12500        NA       NA     NA  95.55000 85.40000
## 1443      NA 0.001900000  92.70698        NA       NA     NA  89.65000       NA
## 1474      NA 0.003300000  96.16685        NA 86.91021     NA        NA 83.78667
## 1501      NA 0.003500000  94.47185        NA       NA     NA        NA 86.07500
## 1502      NA          NA  94.44167        NA 87.30000     NA  94.45378 79.31971
## 1504      NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 1516      NA 0.019900000  94.51812  93.10000       NA     NA        NA       NA
## 1922      NA          NA  96.04932        NA       NA     NA        NA 83.67097
## 222       NA          NA  97.04684        NA       NA     NA        NA 87.38872
## 4791      NA          NA  93.22495  88.39167       NA     NA  92.82004 82.31736
## 1254      NA 0.011000000  94.16432        NA       NA     NA  93.34697 88.23524
## 1343      NA          NA        NA        NA       NA     NA        NA 62.65000
## 1671      NA          NA        NA        NA 87.45000     NA  93.76562 85.23924
## 1705      NA          NA  98.30904        NA 89.38788     NA  96.65000 86.70000
## 1719      NA          NA  94.46666        NA       NA     NA  93.92483 84.83365
## 1830      NA          NA  94.00204        NA       NA     NA        NA 82.85384
## 1172      NA          NA  95.13185        NA       NA     NA        NA 86.02941
## 11951     NA 0.002000000  94.89284        NA       NA     NA  93.72105 83.80500
## 1311      NA          NA  95.11336        NA       NA     NA  95.43428 87.48169
## 1313      NA 0.006400000  94.85702        NA       NA     NA  93.94681 84.53884
## 1353      NA          NA  95.34114  82.38572       NA     NA  95.70833       NA
## 1360      NA 0.032300000  89.90000        NA       NA     NA  90.91213       NA
## 1895      NA          NA  96.92928        NA       NA     NA        NA 85.36724
## 1983      NA          NA  74.90000        NA       NA     NA        NA       NA
## 2248      NA          NA  95.22932        NA       NA     NA        NA 83.63130
## 2357      NA          NA  95.71688        NA       NA     NA        NA 86.48000
## 226       NA          NA  97.27721        NA       NA     NA        NA 87.73337
## 480       NA          NA  95.27204  89.27094       NA     NA        NA 83.95015
## 845       NA          NA  92.74722        NA       NA     NA  93.13538 86.65846
## 1552      NA          NA  97.32000        NA       NA     NA  98.13333 84.28666
## 1609      NA 0.011500000  94.91605        NA       NA     NA  93.76712 89.43407
## 1703      NA          NA  64.77500        NA       NA     NA        NA       NA
## 1728      NA          NA  96.58889        NA 90.74702     NA  96.25000 88.40000
## 2145      NA          NA  98.94167        NA       NA     NA        NA 88.05294
## 249       NA          NA  92.60474        NA       NA     NA        NA 80.31952
## 251       NA          NA  93.90438        NA       NA     NA  94.16920 86.94041
## 506       NA 0.005126374  92.06444  87.59907       NA     NA        NA       NA
## 556       NA          NA  90.48876        NA       NA     NA  90.69661 82.89888
## 1208      NA 0.007700000  85.55454        NA       NA     NA  85.46464 76.97160
## 1283      NA 0.004200000  93.09016        NA       NA     NA        NA 81.32596
## 1284      NA          NA  96.47520        NA 87.18333     NA        NA 84.25625
## 2345      NA 0.006800000  85.40482        NA       NA     NA  85.34406 75.63522
## 2565      NA          NA  95.05511        NA       NA     NA  94.71566 86.01368
## 317       NA          NA  93.12915  88.68996       NA     NA  91.88439 81.16541
## 335       NA          NA  94.45150        NA       NA     NA        NA 82.84335
## 663       NA 0.013385973  91.62516        NA       NA     NA  90.26260       NA
## 1333      NA 0.007700000  91.21250  90.90000       NA     NA  90.93207 81.10142
## 1475      NA          NA  94.45800        NA       NA     NA        NA 85.72941
## 19961     NA          NA  63.28334        NA       NA     NA        NA       NA
## 2113      NA 0.006600000  99.66071        NA       NA     NA        NA 89.04574
## 2368      NA          NA        NA        NA       NA     NA  91.58333 77.68970
## 22        NA          NA        NA  92.06219       NA     NA        NA 81.91985
## 63        NA          NA  96.29658        NA       NA     NA        NA       NA
## 168       NA          NA  95.72905        NA       NA     NA  94.39959 85.92516
## 174       NA          NA  97.31097  92.90687       NA     NA        NA       NA
## 673       NA          NA  91.52864  86.74016       NA     NA        NA 83.48825
## 1177      NA 0.003700000  96.66975        NA       NA     NA  96.35401 88.40639
## 1180      NA 0.004000000  96.51726        NA       NA     NA        NA       NA
## 1260      NA          NA  91.38164        NA       NA     NA        NA 77.56800
## 1744      NA 0.024200000  98.32157        NA       NA     NA  97.21428 88.30516
## 1759      NA          NA  95.74352        NA       NA     NA  95.60000 85.36968
## 2222      NA 0.008700000        NA        NA       NA     NA  95.97947 90.62366
## 2362      NA 0.010200000  90.64737        NA       NA     NA  90.67018       NA
## 2530      NA          NA  92.86667        NA       NA     NA        NA 81.13421
## 2600      NA 0.001000000  98.76036        NA       NA     NA  98.08804 87.87984
## 2641      NA          NA  91.67734        NA       NA     NA        NA 80.00794
## 7581      NA 0.002500000  95.57833  86.89595 88.15148     NA        NA 82.20294
## 1178      NA 0.015900000  89.67190        NA       NA     NA  90.18057 77.45971
## 1287      NA          NA  93.17280  86.51428       NA     NA        NA 81.78800
## 1445      NA          NA        NA        NA       NA     NA        NA 73.76250
## 19561     NA          NA  88.82500        NA       NA     NA        NA 76.77298
## 2229      NA 0.005800000  93.38621        NA       NA     NA        NA 83.57037
## 2246      NA          NA  93.52000        NA       NA     NA  93.06777 86.12237
## 2312      NA 0.013400000  91.68889  82.59375       NA     NA  92.35603       NA
## 2412      NA 0.011900000  92.43640        NA       NA     NA        NA 81.09718
## 173       NA          NA  97.02378        NA       NA     NA        NA 86.40454
## 315       NA          NA  98.15457        NA       NA     NA        NA 86.22159
## 376       NA 0.005145946  99.13141        NA       NA     NA        NA       NA
## 1630      NA          NA  83.75000        NA       NA     NA        NA       NA
## 1646      NA          NA  94.15278        NA       NA     NA  93.52676 83.87014
## 1683      NA 0.006600000        NA        NA 88.62210     NA  97.02217 89.03125
## 1891      NA          NA  95.55000        NA       NA     NA  95.82594 84.38977
## 1930      NA          NA        NA  87.52857       NA     NA  91.70714 81.05556
## 2007      NA 0.001000000  94.26666        NA       NA     NA  96.04372 86.38109
## 2252      NA          NA        NA        NA       NA     NA  93.68172 80.91887
## 2471      NA          NA  91.63377        NA       NA     NA        NA 84.11120
## 2511      NA          NA  94.29549        NA       NA     NA        NA 84.20213
## 152       NA          NA  99.57500        NA       NA     NA  99.95531 88.22402
## 307       NA          NA  88.99203        NA       NA     NA  88.87443 79.74874
## 414       NA          NA  98.33935  95.61573       NA     NA  98.61120 88.70589
## 1185      NA 0.013300000  94.09798  84.79630       NA     NA        NA       NA
## 1331      NA 0.005100000  95.72114  92.97746       NA     NA  95.91870       NA
## 1351      NA          NA  93.01111        NA       NA     NA        NA 87.50000
## 1565      NA          NA  67.88889        NA       NA     NA        NA 61.00000
## 1718  0.0294          NA  80.38485        NA       NA     NA        NA       NA
## 1808  0.3030          NA  55.01250        NA       NA     NA        NA       NA
## 2013      NA 0.002200000  93.11322        NA       NA     NA  91.60000 86.92138
## 2031      NA          NA  72.62857        NA       NA     NA        NA       NA
## 2090      NA 0.033900000  92.83143        NA       NA     NA  90.96666 84.72647
## 598       NA          NA  90.12453  85.89722       NA     NA        NA       NA
## 1155      NA          NA  85.44941        NA       NA     NA  85.30000 78.57174
## 13581     NA          NA  90.68000        NA       NA     NA        NA 78.90000
## 1533      NA 0.008300000  93.21273  88.35214       NA     NA        NA 83.33954
## 2025      NA 0.009200000  95.11823  90.13248       NA     NA  95.16279 82.77695
## 2035      NA 0.003400000  93.73379        NA       NA     NA        NA 84.96577
## 2307      NA 0.004600000  92.48899        NA       NA     NA  92.25828 83.14498
## 2498      NA 0.013400000  91.10880  84.87273       NA     NA        NA       NA
## 5321      NA          NA  91.25677  85.48942       NA     NA        NA       NA
## 975       NA          NA  91.34807        NA       NA     NA        NA 81.03807
## 1040      NA          NA  90.80387        NA       NA     NA  90.69865       NA
## 1214      NA          NA  93.52139  88.66065       NA     NA        NA 80.19487
## 1612      NA          NA  62.32857        NA       NA     NA        NA       NA
## 2006      NA          NA  59.21731        NA       NA     NA        NA       NA
## 2338      NA          NA  93.76250  87.20333       NA     NA  93.64375 74.76923
## 2504      NA          NA        NA        NA       NA     NA  88.73409       NA
## 2536      NA          NA  92.45416        NA       NA     NA        NA 81.72941
## 279       NA          NA  95.04828        NA       NA     NA        NA 82.18758
## 351       NA          NA  95.77878  87.72891 85.86118     NA        NA       NA
## 1336      NA          NA  93.34889        NA       NA     NA        NA 84.70192
## 13492     NA 0.005800000  92.67500        NA       NA     NA  92.70000 82.96250
## 1356      NA 0.009400000  97.60402        NA 87.96614     NA        NA 87.07593
## 1417      NA          NA  91.70545        NA       NA     NA  91.30322 83.77451
## 15091     NA          NA  94.99487        NA       NA     NA  94.75000 84.05556
## 1542      NA 0.007000000        NA  92.22767       NA     NA  93.62870 81.19695
## 2055      NA 0.001800000  95.93546        NA       NA     NA  95.71162 87.10100
## 2273      NA          NA        NA        NA       NA     NA  93.74000 85.50000
## 2499      NA 0.015400000  93.50834        NA       NA     NA  93.32123 82.04898
## 2566      NA 0.006200000  95.32474  90.35000       NA     NA  95.15000 86.38889
## 51        NA 0.003574338  91.93625  85.38991       NA     NA  91.60005       NA
## 365       NA 0.002247411  92.80383        NA 84.94149     NA  92.38604 88.95039
## 552       NA          NA  93.32181        NA 84.27238     NA        NA 81.75242
## 630       NA          NA  93.41707  87.53676       NA     NA  93.23559 83.05162
## 1493      NA          NA  99.64166        NA       NA     NA        NA 82.24000
## 1506      NA 0.005700000 100.70000 100.21284       NA     NA        NA 91.87102
## 1514      NA          NA        NA  87.00000       NA     NA        NA 81.83333
## 1925      NA 0.011900000  95.93301        NA 92.02285     NA  96.13333 85.72456
## 2349      NA 0.004000000  90.90696        NA       NA     NA  91.80000 79.83955
## 2413      NA          NA  90.40000        NA       NA     NA  90.23846       NA
## 2629      NA 0.001800000        NA        NA       NA     NA  88.13419 74.94139
## 48        NA          NA        NA        NA       NA     NA  95.48404       NA
## 246       NA          NA  90.81014        NA       NA     NA  90.34672 79.75824
## 1428      NA          NA  99.02121        NA       NA     NA        NA       NA
## 14872     NA 0.040400000  95.11000        NA       NA     NA        NA 82.81837
## 1503      NA 0.013300000  96.97955        NA       NA     NA  97.17244 87.47883
## 16981     NA          NA  95.07438        NA       NA     NA        NA 84.59744
## 1700      NA 0.004800000  86.45205        NA       NA     NA  86.48162 77.84715
## 2169      NA          NA  67.75555        NA       NA     NA        NA       NA
## 2178      NA 0.003300000  92.52620        NA       NA     NA        NA 85.52395
## 2626      NA 0.007100000  95.46864        NA       NA     NA        NA 82.64545
## 3951      NA          NA  92.77449        NA       NA     NA        NA       NA
## 1270      NA          NA        NA  93.90588       NA     NA        NA 87.08571
## 1315      NA          NA  94.74579        NA       NA     NA        NA       NA
## 1381      NA          NA  94.70750        NA       NA     NA        NA 85.17778
## 16531 0.2857          NA  68.23000        NA       NA     NA        NA       NA
## 1661      NA          NA  94.98465        NA       NA     NA  94.44849 85.89000
## 2027      NA 0.018600000  97.11434        NA       NA     NA        NA 88.49128
## 2128      NA 0.010800000  94.94702        NA       NA     NA        NA 84.02615
## 1220      NA 0.029600000        NA        NA       NA     NA  93.44225 85.04666
## 1369      NA          NA        NA        NA       NA     NA        NA 61.86667
## 1392      NA 0.003300000  93.23334        NA       NA     NA  94.28820 86.59954
## 1751      NA          NA  96.96948        NA       NA     NA        NA 88.36093
## 1988      NA 0.003700000  94.92273        NA       NA     NA  94.75625 84.47211
## 2153      NA 0.011500000  95.71865        NA       NA     NA        NA 85.84912
## 2167      NA          NA  95.17770        NA       NA     NA        NA       NA
## 2437      NA          NA  86.57400        NA       NA     NA        NA 78.77778
## 2454      NA          NA  91.33803        NA       NA     NA  90.49167 82.76250
## 2578      NA 0.004000000        NA  93.06764       NA     NA  98.68647       NA
## 1097      NA 0.001500000  90.69800        NA 84.44000     NA  90.92500 86.53265
## 1209      NA          NA        NA        NA       NA     NA  92.25454 80.61667
## 1335      NA          NA  94.10494        NA       NA     NA        NA 80.64000
## 1975      NA 0.022700000  94.43403        NA       NA     NA        NA 87.25792
## 2187      NA 0.004300000  94.43490  88.58333       NA     NA        NA 81.02888
## 2259      NA          NA  95.76428        NA       NA     NA        NA 86.10371
## 2341      NA          NA  93.83231        NA       NA     NA        NA 79.32297
## 2453      NA          NA  91.56563        NA       NA     NA  91.57960 82.86585
## 2522      NA 0.009000000  88.53849        NA       NA     NA        NA 83.63765
## 574       NA          NA        NA  82.26025       NA     NA  86.68522       NA
## 590       NA          NA  93.53168        NA       NA     NA        NA 85.34225
## 983       NA 0.002400000  95.68301        NA 85.56798     NA  92.53750 88.66332
## 1013      NA 0.003500000  90.42410  85.98944       NA     NA  89.89630       NA
## 2076      NA          NA  72.50204        NA       NA     NA        NA       NA
## 2158      NA          NA  94.65000        NA       NA     NA  94.07500 84.04286
## 2177      NA          NA        NA        NA       NA     NA  94.92391 85.21941
## 2324      NA 0.005000000  94.47221        NA       NA     NA  88.80000 86.17994
## 182       NA          NA        NA  92.87471       NA     NA  92.39732 84.29895
## 212       NA          NA  95.87752  92.40219       NA     NA  95.25908       NA
## 333       NA          NA  93.37123        NA       NA     NA  92.11949 82.24881
## 609       NA          NA  91.88048        NA       NA     NA        NA       NA
## 1162      NA          NA  95.76596  88.92102       NA     NA  95.47978       NA
## 1286      NA 0.007100000  96.00000        NA       NA     NA  96.04501 87.73871
## 1426      NA 0.000900000  96.54727        NA       NA     NA  96.70916       NA
## 1611      NA 0.005500000  97.89011        NA       NA     NA  97.41911 87.97143
## 1882      NA 0.013200000  93.48668        NA       NA     NA        NA 82.93880
## 1958      NA 0.004200000  98.95841        NA       NA     NA  98.88027 91.61118
## 2038      NA 0.010800000  97.25995        NA 89.63066     NA        NA 89.53793
## 2467      NA 0.010900000  94.00000        NA       NA     NA  93.66661 88.56535
## 756       NA          NA  90.47408        NA       NA     NA        NA 81.68889
## 780       NA 0.001900000  95.26243        NA       NA     NA        NA 83.38425
## 991       NA 0.001100000        NA        NA       NA     NA  92.08832 83.97032
## 1305      NA 0.003900000  96.98750        NA       NA     NA        NA 90.16667
## 1373      NA          NA  66.22500        NA       NA     NA        NA       NA
## 1459      NA          NA  93.58790  90.49600       NA     NA        NA 85.19221
## 1594      NA          NA  49.57619        NA       NA     NA        NA       NA
## 1860      NA          NA  77.60000        NA       NA     NA        NA       NA
## 613       NA          NA  94.09957        NA       NA     NA  93.93087 83.49453
## 1108      NA          NA  93.99134        NA       NA     NA  93.45449 84.69105
## 2279      NA          NA  95.75778        NA       NA     NA        NA 83.48500
## 2310      NA          NA  69.15455        NA       NA     NA        NA       NA
## 2333      NA 0.016000000  91.49693        NA       NA     NA  88.85000       NA
## 2348      NA          NA        NA        NA       NA     NA  89.13620       NA
## 2372      NA 0.024900000        NA        NA       NA     NA  92.34413 84.39132
## 2526      NA          NA        NA        NA       NA     NA  94.45334 86.17143
## 2574      NA          NA  93.97097  87.04286       NA     NA  94.33333 80.68421
## 111       NA          NA  85.86123        NA       NA     NA  86.59740 77.64666
## 1438      NA          NA  95.20455        NA       NA     NA  95.38667 87.20000
## 15041     NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 1811      NA          NA  73.92449        NA       NA     NA  88.50000       NA
## 2092      NA          NA  95.76923  93.38139       NA     NA  95.07895 82.39524
## 2131      NA          NA  61.97879        NA       NA     NA        NA       NA
## 2410      NA          NA  93.43333        NA       NA     NA        NA       NA
## 2539      NA 0.018900000  94.01855        NA       NA     NA        NA       NA
## 1111      NA          NA  85.86123        NA       NA     NA  86.59740 77.64666
## 14381     NA          NA  95.20455        NA       NA     NA  95.38667 87.20000
## 15042     NA          NA  93.84211        NA       NA     NA        NA 82.39394
## 18111     NA          NA  73.92449        NA       NA     NA  88.50000       NA
## 20921     NA          NA  95.76923  93.38139       NA     NA  95.07895 82.39524
## 21311     NA          NA  61.97879        NA       NA     NA        NA       NA
## 24101     NA          NA  93.43333        NA       NA     NA        NA       NA
## 25391     NA 0.018900000  94.01855        NA       NA     NA        NA       NA
## 529       NA          NA  92.28572        NA       NA     NA        NA       NA
## 638       NA 0.005600000        NA        NA       NA     NA  94.03068 86.69714
## 951       NA 0.004700000  92.59129  84.66667 84.85663     NA        NA 83.81081
## 1505      NA          NA  96.55584        NA       NA     NA        NA       NA
## 1614      NA          NA  95.20289  88.96078       NA     NA        NA 84.32286
## 1927      NA 0.002700000  92.38621  90.11913       NA     NA  92.00069       NA
## 2481      NA 0.008900000  92.05287        NA       NA     NA        NA 80.07277
## 2590      NA 0.009400000  95.83620  89.44928       NA     NA        NA       NA
## 467       NA          NA  93.95523        NA       NA     NA        NA 88.75045
##         vCU_sc   vKC_sc   vEP_sc   vCH_sc vSC_sc   vKN_sc     FA_X_sc
## 479         NA       NA       NA 85.13644     NA       NA  -5.0297075
## 532   78.42673       NA       NA 84.12735     NA       NA   5.2478820
## 1032  82.56710       NA       NA 84.52335     NA       NA          NA
## 1042        NA       NA       NA 84.23864     NA       NA   8.8560785
## 1047  74.28182       NA       NA 83.23500     NA       NA   3.7902438
## 1964        NA       NA       NA 86.40000     NA       NA  -4.0049466
## 2148  63.88889       NA 42.84545       NA     NA       NA  -5.2130814
## 2154        NA       NA 51.66000       NA     NA       NA  -4.2013998
## 2192        NA       NA       NA 85.14000     NA       NA          NA
## 2241        NA       NA       NA 88.78378     NA       NA  -8.7521174
## 447         NA       NA       NA       NA     NA       NA  -6.5950881
## 490         NA 76.76105       NA 85.51531     NA       NA   5.8804569
## 496   73.35211       NA       NA 79.53403     NA       NA   5.3512106
## 923         NA 80.60000       NA 88.59259     NA       NA  -2.3483778
## 1038  77.92034       NA       NA 87.39540     NA       NA   3.2409258
## 1960        NA       NA 49.14444       NA     NA       NA          NA
## 1984        NA       NA       NA       NA     NA       NA  -4.8988364
## 1996        NA       NA 46.62727       NA     NA       NA  -3.6276833
## 2009        NA       NA       NA 84.92500     NA       NA  -7.2959000
## 2051        NA       NA       NA       NA     NA       NA  -7.5407794
## 2085  84.86667       NA       NA       NA     NA       NA  -4.7192522
## 342         NA       NA       NA 86.31949     NA       NA  -5.0854723
## 362         NA       NA       NA       NA     NA       NA  -5.0538803
## 896   73.35000       NA       NA 87.59000     NA       NA  -2.4649485
## 1195        NA       NA       NA 89.11429     NA       NA  -2.8723260
## 1389        NA       NA       NA       NA     NA       NA  -3.3213515
## 1393  77.18182       NA       NA       NA     NA       NA  -3.4633335
## 1463        NA       NA       NA 84.66339     NA       NA  -3.4559650
## 1767        NA       NA       NA 84.32500     NA       NA  -3.0340540
## 2587        NA       NA       NA       NA     NA       NA          NA
## 2607        NA       NA       NA 86.76667     NA       NA   4.5790152
## 137   81.88513       NA       NA 89.11603     NA       NA  -5.7836095
## 258         NA 76.74409       NA 85.38727     NA       NA  -4.7017261
## 377         NA       NA       NA 83.57850     NA       NA  -7.4871562
## 1581        NA       NA 52.74000       NA     NA       NA  -8.4362963
## 1640  80.88611       NA       NA       NA     NA       NA  -5.9974543
## 2382  82.39484       NA       NA       NA     NA       NA   3.8986877
## 2503  78.82891       NA       NA       NA     NA       NA   0.9951326
## 2622  82.96806       NA       NA 87.32500     NA       NA   2.2593567
## 69          NA       NA       NA       NA     NA       NA  -7.1562514
## 136   80.26201       NA       NA 88.22035     NA       NA  -3.5617165
## 1101        NA       NA       NA 81.15080     NA       NA   5.4867332
## 1268        NA 78.23147       NA 85.52110     NA       NA  -5.4461486
## 1279        NA       NA       NA 86.38494     NA       NA  -6.6726521
## 1308        NA 76.52955       NA       NA     NA       NA  -1.5786345
## 1324        NA       NA       NA       NA     NA       NA          NA
## 1330  79.42476       NA       NA 90.32832     NA       NA  -3.2544647
## 2104        NA       NA       NA 60.45000     NA       NA          NA
## 2314        NA       NA       NA       NA     NA       NA   4.8491665
## 2381  80.21500       NA       NA       NA     NA       NA   2.8952056
## 55    65.86380       NA       NA 79.09796     NA       NA  -6.3175532
## 1153  78.90000       NA       NA 77.35000     NA       NA -10.1756491
## 1439        NA       NA       NA       NA     NA       NA  -4.3573213
## 1617  79.78747       NA       NA 87.58889     NA       NA  -4.9830447
## 1653  58.30000       NA       NA       NA     NA       NA  -6.0884998
## 1737        NA       NA       NA 86.77232     NA       NA  -8.3963591
## 1926  80.63611       NA       NA 89.27738     NA       NA  -4.6509170
## 2300  81.76667       NA       NA       NA     NA       NA  -7.4250832
## 238   78.66540       NA       NA 91.24793     NA       NA  -4.7911288
## 1077  78.07678       NA       NA 87.49189     NA       NA  -0.3544069
## 1159        NA       NA       NA       NA     NA       NA  -0.4866667
## 1253        NA       NA       NA       NA     NA       NA          NA
## 1387        NA       NA       NA 85.99460     NA       NA  -7.5460226
## 1450        NA       NA       NA 86.28889     NA       NA  -7.4144000
## 1915        NA       NA       NA 84.85000     NA       NA  -6.3587931
## 2483        NA       NA       NA       NA     NA       NA   7.7712498
## 612   74.32741       NA       NA 85.92734     NA       NA   4.1625413
## 1229        NA       NA       NA       NA     NA       NA  -3.2635294
## 1231  78.23077       NA       NA 87.57500     NA       NA  -4.4487499
## 1349        NA       NA       NA 85.27708     NA       NA  -8.1850004
## 1553        NA       NA       NA 87.92500     NA       NA  -4.5824944
## 1660        NA       NA       NA 90.90000     NA       NA  -7.4766219
## 1663        NA       NA       NA 89.67688     NA       NA  -2.6569581
## 1959        NA       NA 58.30000       NA     NA       NA  -7.2845249
## 6121  74.32741       NA       NA 85.92734     NA       NA   4.1625413
## 12291       NA       NA       NA       NA     NA       NA  -3.2635294
## 12311 78.23077       NA       NA 87.57500     NA       NA  -4.4487499
## 13491       NA       NA       NA 85.27708     NA       NA  -8.1850004
## 15531       NA       NA       NA 87.92500     NA       NA  -4.5824944
## 16601       NA       NA       NA 90.90000     NA       NA  -7.4766219
## 16631       NA       NA       NA 89.67688     NA       NA  -2.6569581
## 19591       NA       NA 58.30000       NA     NA       NA  -7.2845249
## 476         NA       NA       NA 89.34089     NA       NA  -6.4197750
## 527   80.17837       NA       NA       NA     NA       NA   4.2382395
## 576   78.89109       NA       NA 87.17369     NA       NA   3.6264155
## 2047        NA       NA       NA       NA     NA       NA   4.8421860
## 2118  79.90000       NA       NA 87.80421     NA       NA  -7.1211022
## 2133        NA       NA       NA 90.26910     NA       NA  -5.6807641
## 2134        NA       NA       NA       NA     NA       NA  -5.0220455
## 2139        NA       NA       NA 91.73334     NA       NA  -3.1247615
## 2181        NA       NA       NA       NA     NA       NA  -4.9041500
## 2190  79.98529       NA       NA 84.25000     NA       NA  -2.2770852
## 2205        NA       NA       NA       NA     NA       NA  -3.2752800
## 2206        NA       NA       NA 86.22683     NA       NA  -6.1490819
## 758   74.74167       NA       NA       NA     NA       NA  -2.7670391
## 820   74.71743       NA       NA 79.70446     NA       NA          NA
## 1535  79.05093       NA       NA       NA     NA       NA  -2.5466896
## 1546  85.77900       NA       NA       NA     NA       NA  -3.9581010
## 1555        NA       NA       NA 89.01824     NA       NA  -6.4553061
## 1618        NA       NA       NA       NA     NA       NA  -6.5149999
## 1684        NA 78.72066       NA       NA     NA       NA  -2.6887342
## 1740        NA       NA       NA 89.05000     NA       NA  -3.3316667
## 1746        NA       NA       NA 90.10000     NA       NA  -4.2437500
## 2515        NA       NA       NA       NA     NA       NA          NA
## 2577        NA       NA       NA 90.62059     NA       NA   2.5055776
## 537         NA       NA       NA 81.42107     NA       NA   4.0679942
## 960         NA 80.22929       NA 74.59798     NA       NA  -2.2672372
## 1068  71.87229       NA       NA 79.62766     NA       NA   7.9045455
## 12531       NA       NA       NA       NA     NA       NA          NA
## 1301        NA       NA       NA 83.89000     NA       NA  -7.3342108
## 1487  78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1508        NA       NA       NA       NA     NA       NA  -1.2568254
## 1735  79.28334       NA       NA 85.98334     NA       NA  -6.4640627
## 2294        NA       NA       NA       NA     NA       NA  -5.0145714
## 805   77.38636       NA       NA 85.37368     NA       NA  -3.8365216
## 1563        NA 79.58400       NA 85.67174     NA       NA  -6.5428857
## 1576        NA       NA       NA       NA     NA       NA  -1.6975001
## 1578        NA       NA       NA       NA     NA       NA  -8.4384058
## 1588  56.45000       NA       NA       NA     NA       NA          NA
## 1606        NA 79.55000       NA 89.97360     NA       NA  -4.4588409
## 1644  63.40000       NA       NA       NA     NA       NA  -3.3038806
## 1650        NA       NA       NA       NA     NA       NA  -4.5717910
## 1655        NA       NA       NA       NA     NA       NA  -1.7700000
## 1679        NA       NA       NA 88.96129     NA       NA  -3.9069299
## 1698        NA       NA       NA 87.24146     NA       NA  -5.0807440
## 1712        NA       NA 43.14706       NA     NA       NA  -3.6066666
## 1722        NA       NA       NA 82.17143     NA       NA  -4.1661905
## 1745        NA       NA       NA 90.14571     NA       NA  -8.2416668
## 2562        NA       NA       NA 82.85364     NA       NA   6.4684488
## 366   81.65537       NA       NA 86.12457     NA       NA  -4.6647261
## 389         NA       NA       NA 88.71040     NA       NA  -4.9369284
## 424   82.19309       NA       NA       NA     NA       NA          NA
## 1627        NA       NA 63.20000       NA     NA       NA  -2.5303704
## 1668        NA 76.48847       NA 82.90000     NA       NA  -2.1146202
## 2123        NA       NA       NA       NA     NA       NA  -7.1387831
## 2146        NA       NA       NA 91.35556     NA       NA  -4.2165294
## 21811       NA       NA       NA       NA     NA       NA  -4.9041500
## 231   71.98229       NA       NA 84.05609     NA       NA  -3.2565808
## 592         NA       NA       NA 85.24922     NA       NA   8.8914446
## 813   72.65000       NA       NA 79.51428     NA       NA  -6.5657895
## 1088  76.27273       NA       NA 82.09828     NA       NA   6.4593630
## 1449        NA       NA       NA 90.05611     NA       NA  -6.8118551
## 1670        NA       NA       NA 88.90064     NA       NA  -4.5538034
## 1945        NA       NA       NA       NA     NA       NA  -5.2201387
## 2306  73.30000       NA       NA 73.65000     NA       NA   8.3053847
## 2527        NA       NA       NA 80.72919     NA       NA          NA
## 340         NA       NA       NA       NA     NA       NA  -0.4537656
## 429   76.71258       NA       NA 84.99414     NA       NA  -3.5093428
## 807   83.44375       NA       NA 92.01299     NA       NA  -5.9810539
## 9231        NA 80.60000       NA 88.59259     NA       NA  -2.3483778
## 1867  83.48333       NA       NA 90.68000     NA       NA  -7.8363634
## 1956  71.01667       NA       NA 83.35000     NA       NA  -1.8570667
## 2334  70.00000       NA       NA       NA     NA       NA   1.4692857
## 2450        NA       NA       NA 87.78957     NA       NA   8.1440911
## 372         NA 76.17546       NA       NA     NA       NA  -1.9373131
## 412   83.28506       NA       NA 86.77808     NA       NA  -6.0472530
## 775   75.43077       NA       NA 82.36364     NA       NA  -3.4894738
## 1358  73.50000       NA       NA 84.85714     NA       NA  -4.9660000
## 1448        NA       NA       NA 85.79231     NA       NA  -4.7154544
## 1899  74.70000       NA       NA 86.50000     NA       NA  -6.3099999
## 1939  39.30000       NA 43.10371       NA     NA       NA  -3.5840437
## 2302        NA       NA       NA       NA     NA       NA   7.9933332
## 347         NA       NA       NA       NA     NA       NA  -8.2687863
## 743   83.72405       NA       NA 91.81799     NA       NA  -6.7735033
## 1374        NA       NA       NA       NA     NA       NA  -2.1488889
## 1376  77.71569       NA       NA 79.59194     NA       NA  -1.4332836
## 14871 78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1509        NA       NA       NA 87.85714     NA       NA  -3.3066668
## 1874        NA       NA 61.46316       NA     NA       NA  -7.5528570
## 2270        NA       NA       NA 77.40244     NA       NA  -3.6382433
## 711         NA 83.43011       NA 89.83895     NA       NA  -7.5138673
## 10421       NA       NA       NA 84.23864     NA       NA   8.8560785
## 1161        NA 82.24518       NA       NA     NA       NA  -5.6996668
## 1235  83.86325       NA       NA       NA     NA       NA  -4.6866225
## 1300        NA       NA       NA       NA     NA       NA  -7.6239998
## 1320        NA       NA       NA 87.71237     NA       NA  -7.0703181
## 2238        NA       NA       NA 88.91765     NA       NA          NA
## 2569        NA       NA       NA 88.10000     NA       NA   7.0852951
## 395         NA       NA       NA 82.53656     NA       NA  -5.1562613
## 1429        NA       NA       NA 83.02727     NA       NA -10.9379543
## 1440        NA       NA       NA       NA     NA       NA  -2.2487500
## 1443  84.23958       NA       NA 84.53003     NA       NA  -4.0417276
## 1474        NA       NA       NA       NA     NA       NA  -5.6877765
## 1501        NA       NA       NA 88.86452     NA       NA  -7.6612594
## 1502        NA       NA       NA       NA     NA       NA  -8.2191663
## 1504        NA       NA       NA       NA     NA       NA  -4.5894735
## 1516  80.12941       NA       NA       NA     NA       NA  -0.8132215
## 1922        NA       NA       NA       NA     NA       NA  -3.4034246
## 222   80.36967       NA       NA 85.94244     NA       NA  -4.5744012
## 4791        NA       NA       NA 85.13644     NA       NA  -5.0297075
## 1254  79.18221       NA       NA 86.84348     NA       NA  -4.6522535
## 1343  54.40000       NA       NA       NA     NA       NA          NA
## 1671        NA       NA       NA       NA     NA       NA          NA
## 1705  82.77273       NA       NA       NA     NA       NA  -5.7468957
## 1719        NA       NA       NA       NA     NA       NA  -5.5607577
## 1830        NA       NA       NA 83.24000     NA       NA  -4.2887754
## 1172  77.18182       NA       NA       NA     NA       NA  -4.1438517
## 11951       NA       NA       NA 89.11429     NA       NA  -2.8723260
## 1311  84.13944       NA       NA       NA     NA       NA  -2.7958289
## 1313        NA       NA       NA 87.91270     NA       NA  -2.8239541
## 1353        NA       NA       NA 83.70930     NA       NA  -8.0454952
## 1360  77.65268       NA       NA 86.98125     NA       NA  -6.3100001
## 1895        NA       NA       NA 89.66111     NA       NA  -2.6280179
## 1983        NA       NA 56.32381       NA     NA       NA  -4.9046998
## 2248        NA       NA       NA 91.72934     NA       NA  -4.0547792
## 2357  82.50000       NA       NA 84.02000     NA       NA   9.2800003
## 226         NA       NA       NA 81.57428     NA       NA  -4.2312539
## 480         NA       NA       NA 85.96208     NA       NA  -4.9947579
## 845   80.03089       NA       NA 87.23306     NA       NA  -6.1173613
## 1552        NA       NA       NA 88.05000     NA       NA  -7.9087693
## 1609  82.44597       NA       NA 87.23290     NA       NA  -6.1903688
## 1703  55.45000       NA       NA       NA     NA 59.84286  -7.1900001
## 1728        NA       NA       NA       NA     NA       NA  -7.5313334
## 2145        NA       NA       NA 91.70000     NA       NA  -5.6929582
## 249   75.85863       NA       NA 85.91659     NA       NA  -5.8127728
## 251   85.31686       NA       NA       NA     NA       NA  -5.6188216
## 506   78.85744       NA       NA       NA     NA       NA   4.3518989
## 556         NA       NA       NA 81.73782     NA       NA   5.2141008
## 1208        NA       NA       NA 80.24821     NA       NA  -8.5454545
## 1283        NA       NA       NA       NA     NA       NA  -8.6461622
## 1284  81.47972       NA       NA       NA     NA       NA  -7.3302372
## 2345        NA       NA       NA 72.65035     NA       NA   9.7585545
## 2565        NA       NA       NA       NA     NA       NA   5.5255102
## 317         NA       NA       NA 87.03422     NA       NA  -4.1511127
## 335         NA       NA       NA       NA     NA       NA  -5.1161064
## 663   76.51779       NA       NA 82.87608     NA       NA   6.4098446
## 1333        NA       NA       NA 83.00000     NA       NA  -5.4110712
## 1475        NA       NA       NA 85.04545     NA       NA  -4.1994000
## 19961       NA       NA 46.62727       NA     NA       NA  -3.6276833
## 2113  82.12326       NA       NA       NA     NA       NA  -2.1258123
## 2368        NA       NA       NA 84.06956     NA       NA          NA
## 22          NA 84.03416       NA       NA     NA       NA          NA
## 63          NA 79.90302       NA       NA     NA       NA  -3.7689101
## 168         NA       NA       NA 87.52112     NA       NA  -3.0203157
## 174   80.96179       NA       NA       NA     NA       NA  -4.1666213
## 673   77.77415       NA       NA 82.91898     NA       NA   2.1187906
## 1177        NA       NA       NA 90.75625     NA       NA  -6.4512012
## 1180        NA 86.07656       NA       NA     NA       NA  -6.8534188
## 1260        NA       NA       NA 80.13239     NA       NA  -6.7257142
## 1744        NA       NA       NA       NA     NA       NA  -6.7060783
## 1759  77.71200       NA       NA 85.21395     NA       NA  -4.6977996
## 2222        NA       NA       NA       NA     NA       NA          NA
## 2362  74.62453       NA       NA 79.60000     NA       NA   1.8280262
## 2530  80.20000       NA       NA       NA     NA       NA   2.0660606
## 2600        NA       NA       NA 92.15000     NA       NA   6.8749112
## 2641        NA       NA       NA 82.03571     NA       NA   7.5061509
## 7581  74.74167       NA       NA       NA     NA       NA  -2.7670391
## 1178        NA       NA       NA 82.26667     NA       NA  -6.8792382
## 1287  76.72667       NA       NA 80.01585     NA       NA  -4.3970000
## 1445        NA       NA       NA 78.50000     NA       NA          NA
## 19561 71.01667       NA       NA 83.35000     NA       NA  -1.8570667
## 2229        NA       NA       NA 87.05843     NA       NA  -8.2351722
## 2246        NA       NA       NA 86.78334     NA       NA  -8.5118998
## 2312        NA 76.40897       NA 75.13478     NA       NA   3.0877779
## 2412        NA       NA       NA 82.37360     NA       NA   6.2445395
## 173   80.47395       NA       NA 90.31556     NA       NA  -2.9569122
## 315         NA       NA       NA 88.70443     NA       NA  -3.5381622
## 376         NA 85.78254       NA       NA     NA       NA  -3.1434742
## 1630        NA       NA 49.41250       NA     NA       NA  -4.5850000
## 1646        NA       NA       NA 89.17500     NA       NA  -6.4369443
## 1683        NA       NA       NA       NA     NA       NA          NA
## 1891        NA       NA       NA 88.20000     NA       NA  -5.5316664
## 1930        NA       NA       NA 82.93334     NA       NA          NA
## 2007        NA       NA       NA       NA     NA       NA  -5.0220334
## 2252        NA       NA       NA 88.20000     NA       NA          NA
## 2471        NA       NA       NA 91.28205     NA       NA   3.3424675
## 2511  78.29583       NA       NA       NA     NA       NA   2.6106306
## 152         NA       NA       NA       NA     NA       NA  -4.6773890
## 307         NA       NA       NA       NA     NA       NA  -2.7677858
## 414         NA       NA       NA       NA     NA       NA  -4.8324809
## 1185        NA 80.48518       NA 87.18158     NA       NA  -6.7093397
## 1331  77.81111       NA       NA 87.30685     NA       NA  -5.1858389
## 1351  79.65000       NA       NA 86.63333     NA       NA  -5.6977776
## 1565  53.20500       NA 42.90000       NA     NA       NA  -5.0622224
## 1718        NA       NA       NA 73.90000     NA       NA  -5.2045455
## 1808  40.40000       NA 44.43750       NA     NA       NA  -5.6187501
## 2013  80.84667       NA       NA 86.83878     NA       NA  -2.5307423
## 2031        NA       NA 56.45000       NA     NA       NA  -4.7201571
## 2090        NA       NA       NA 86.44118     NA       NA  -8.6457284
## 598   77.49036       NA       NA 81.96705     NA       NA   6.4552378
## 1155        NA       NA       NA       NA     NA       NA  -8.0239997
## 13581 73.50000       NA       NA 84.85714     NA       NA  -4.9660000
## 1533        NA       NA       NA 86.88378     NA       NA  -2.9690455
## 2025  73.80000       NA       NA 88.31395     NA       NA  -2.1449441
## 2035        NA       NA       NA 87.46774     NA       NA  -5.4376353
## 2307        NA       NA       NA 85.86285     NA       NA   9.2842203
## 2498  74.18750       NA       NA 82.80862     NA       NA   4.7652830
## 5321  78.42673       NA       NA 84.12735     NA       NA   5.2478820
## 975   77.46838       NA       NA 83.71871     NA       NA  -4.7090592
## 1040  74.86111       NA       NA 83.93169     NA       NA   2.7078710
## 1214        NA       NA       NA       NA     NA       NA  -4.8705780
## 1612        NA       NA       NA       NA     NA       NA  -9.1167859
## 2006        NA       NA       NA       NA     NA       NA  -4.0483846
## 2338        NA       NA       NA 81.63636     NA       NA   3.3437500
## 2504  80.06881       NA       NA       NA     NA       NA          NA
## 2536  75.25000       NA       NA 83.64286     NA       NA   5.4825001
## 279         NA       NA       NA 85.05044     NA       NA  -5.1487035
## 351         NA       NA       NA       NA     NA       NA  -4.6355635
## 1336        NA       NA       NA 87.36667     NA       NA  -2.3524445
## 13492       NA       NA       NA 85.27708     NA       NA  -8.1850004
## 1356        NA       NA       NA       NA     NA       NA  -6.0134768
## 1417        NA       NA       NA 84.54545     NA       NA  -3.3485454
## 15091       NA       NA       NA 87.85714     NA       NA  -3.3066668
## 1542        NA       NA       NA       NA     NA       NA          NA
## 2055  82.18400       NA       NA 88.44455     NA       NA  -5.4604782
## 2273        NA       NA       NA       NA     NA       NA          NA
## 2499        NA       NA       NA 87.63091     NA       NA   9.0670369
## 2566        NA       NA       NA 88.25898     NA       NA   7.4017422
## 51    74.83718       NA       NA 80.13518     NA       NA  -7.6504101
## 365         NA       NA       NA       NA     NA       NA  -7.1210972
## 552         NA       NA       NA       NA     NA       NA   0.5482774
## 630         NA       NA       NA       NA     NA       NA   8.4841608
## 1493        NA       NA       NA       NA     NA       NA  -7.1958332
## 1506        NA       NA       NA       NA     NA       NA  -2.6719999
## 1514        NA       NA       NA       NA     NA       NA          NA
## 1925        NA       NA       NA       NA     NA       NA  -5.4034475
## 2349        NA       NA       NA       NA     NA       NA   3.1058973
## 2413        NA       NA       NA 76.85000     NA       NA   4.9540001
## 2629        NA       NA       NA 82.15417     NA       NA          NA
## 48    84.28687       NA       NA       NA     NA       NA          NA
## 246         NA       NA       NA       NA     NA       NA -11.1957399
## 1428        NA       NA       NA 89.27778     NA       NA  -4.5866665
## 14872 78.30000       NA       NA 86.80270     NA       NA  -4.3045455
## 1503        NA       NA       NA       NA     NA       NA  -2.4082954
## 16981       NA       NA       NA 87.24146     NA       NA  -5.0807440
## 1700        NA       NA       NA       NA     NA       NA  -7.3126846
## 2169  61.90000       NA 62.40000       NA     NA       NA  -3.3670777
## 2178  84.36522       NA       NA 78.58462     NA       NA  -4.5779210
## 2626        NA       NA       NA 85.63605     NA       NA  10.1914810
## 3951        NA       NA       NA 82.53656     NA       NA  -5.1562613
## 1270  81.06667       NA       NA       NA     NA       NA          NA
## 1315  81.62043       NA       NA 89.50000     NA       NA  -3.8456076
## 1381        NA       NA       NA 87.58182     NA       NA  -7.1242500
## 16531 58.30000       NA       NA       NA     NA       NA  -6.0884998
## 1661  80.36000       NA       NA 85.54810     NA       NA  -2.6310966
## 2027  83.31667       NA       NA 89.53428     NA       NA  -5.4224570
## 2128        NA       NA       NA 85.89462     NA       NA  -5.5502430
## 1220        NA       NA       NA 86.75102     NA       NA          NA
## 1369        NA       NA       NA 71.75555     NA       NA          NA
## 1392        NA       NA       NA       NA     NA       NA  -5.1016668
## 1751        NA       NA       NA 89.10000     NA       NA  -5.8712534
## 1988        NA       NA       NA       NA     NA       NA  -2.9109696
## 2153        NA       NA       NA 79.76283     NA       NA  -1.7196584
## 2167  82.92364       NA       NA 85.82031     NA       NA  -5.2870878
## 2437  76.00000       NA       NA 79.08152     NA       NA   4.5920001
## 2454  79.31470       NA       NA 76.06818     NA       NA   1.9194366
## 2578        NA       NA       NA       NA     NA       NA          NA
## 1097  73.35972       NA       NA 84.62000     NA       NA   0.4293128
## 1209        NA       NA       NA       NA     NA       NA          NA
## 1335  72.60000       NA       NA 88.20000     NA       NA  -3.5541975
## 1975  83.15714       NA       NA       NA     NA       NA  -3.4155763
## 2187        NA       NA       NA 84.94666     NA       NA  -5.2468330
## 2259  79.96666       NA       NA       NA     NA       NA  -3.7417856
## 2341        NA       NA       NA 84.79091     NA       NA   6.5095384
## 2453        NA       NA       NA 84.70000     NA       NA   6.1480470
## 2522  80.50986       NA       NA       NA     NA       NA  -0.5899061
## 574   71.31518       NA       NA 78.60770     NA       NA          NA
## 590         NA       NA       NA 84.14214     NA       NA   6.8317540
## 983         NA 80.31173       NA       NA     NA       NA  -3.8036766
## 1013  77.79737       NA       NA 83.79441     NA       NA   5.8859789
## 2076        NA       NA 39.20000       NA     NA       NA  -3.4570001
## 2158        NA       NA       NA       NA     NA       NA  -8.7330503
## 2177        NA       NA       NA 88.80000     NA       NA          NA
## 2324        NA       NA       NA       NA     NA       NA   5.4110687
## 182   82.65959       NA       NA 81.80261     NA       NA          NA
## 212   82.68449       NA       NA 89.63360     NA       NA  -4.8602021
## 333   79.40380       NA       NA 84.32088     NA       NA  -5.6788252
## 609   79.41834       NA       NA 80.70217     NA       NA   4.9361398
## 1162  81.00811       NA       NA 87.26667     NA       NA  -2.5763830
## 1286  82.65695       NA       NA       NA     NA       NA  -3.8599999
## 1426  81.29395       NA       NA       NA     NA       NA  -1.9739286
## 1611        NA       NA       NA 88.94237     NA       NA  -7.4713188
## 1882        NA       NA       NA 83.31707     NA       NA  -7.3544272
## 1958        NA 89.42540       NA 89.16184     NA       NA  -7.6845044
## 2038        NA       NA       NA       NA     NA       NA  -6.8227129
## 2467        NA       NA       NA 89.90000     NA       NA   4.6700001
## 756   76.75000       NA       NA 80.08000     NA       NA  -5.7848149
## 780         NA 74.75724       NA 79.85273     NA       NA  -3.6689976
## 991         NA       NA       NA 87.67378     NA       NA          NA
## 1305  85.46189       NA       NA 89.40789     NA       NA  -4.0978247
## 1373        NA       NA       NA       NA     NA       NA   0.0887500
## 1459        NA       NA       NA 84.32927     NA       NA  -4.2187690
## 1594  46.47500       NA       NA       NA     NA       NA   0.5276190
## 1860        NA       NA 53.62442       NA     NA       NA  -3.8000000
## 613         NA       NA       NA 87.08589     NA       NA   5.6250285
## 1108  74.22230       NA       NA 86.21707     NA       NA   0.8917548
## 2279        NA       NA       NA       NA     NA       NA  -3.8576887
## 2310  58.35000       NA       NA       NA     NA       NA   6.2427271
## 2333  77.22529       NA       NA       NA     NA       NA   5.2361349
## 2348  79.39007       NA       NA 81.62903     NA       NA          NA
## 2372        NA       NA       NA 87.01772     NA       NA          NA
## 2526        NA       NA       NA       NA     NA       NA          NA
## 2574        NA       NA       NA       NA     NA       NA   0.3098758
## 111   76.17540       NA       NA 81.20189     NA       NA  -2.2736122
## 1438  85.37742       NA       NA       NA     NA       NA  -5.0761365
## 15041       NA       NA       NA       NA     NA       NA  -4.5894735
## 1811  76.80000       NA       NA       NA     NA       NA  -2.2400000
## 2092        NA       NA       NA 88.08947     NA       NA  -5.7008849
## 2131        NA       NA 54.30000       NA     NA       NA  -4.5458180
## 2410  85.57778       NA       NA 87.35000     NA       NA   3.9766668
## 2539        NA 84.30407       NA 84.19192     NA       NA   6.0489725
## 1111  76.17540       NA       NA 81.20189     NA       NA  -2.2736122
## 14381 85.37742       NA       NA       NA     NA       NA  -5.0761365
## 15042       NA       NA       NA       NA     NA       NA  -4.5894735
## 18111 76.80000       NA       NA       NA     NA       NA  -2.2400000
## 20921       NA       NA       NA 88.08947     NA       NA  -5.7008849
## 21311       NA       NA 54.30000       NA     NA       NA  -4.5458180
## 24101 85.57778       NA       NA 87.35000     NA       NA   3.9766668
## 25391       NA 84.30407       NA 84.19192     NA       NA   6.0489725
## 529         NA       NA       NA       NA     NA       NA   7.9031812
## 638         NA       NA       NA 84.56328     NA       NA          NA
## 951         NA       NA       NA       NA     NA       NA  -6.7616975
## 1505  82.67419       NA       NA       NA     NA       NA  -2.8437662
## 1614        NA       NA       NA       NA     NA       NA  -1.9905781
## 1927  83.55384       NA       NA 86.25185     NA       NA  -4.1064482
## 2481  77.82400       NA       NA 87.43636     NA       NA   6.1784714
## 2590        NA       NA       NA 86.64798     NA       NA   4.4086602
## 467         NA       NA       NA 86.35191     NA       NA  -4.8928448
##           FC_X_sc   FS_X_sc FO_X_sc    SI_X_sc      SL_X_sc    CU_X_sc
## 479    0.06457363        NA      NA  -9.480494   6.89160571         NA
## 532   -1.13283924        NA      NA         NA           NA -3.6353088
## 1032           NA        NA      NA   8.850755           NA -1.7015699
## 1042           NA        NA      NA  10.859166  -1.70880005         NA
## 1047           NA        NA      NA         NA  -1.48833338 -3.0518182
## 1964           NA        NA      NA -10.202071   3.63665811         NA
## 2148           NA        NA      NA         NA           NA  4.0392668
## 2154           NA        NA      NA         NA           NA         NA
## 2192   0.71265300        NA      NA -10.825208   6.36250560         NA
## 2241           NA        NA      NA  -9.691182   0.55241945         NA
## 447            NA -7.863948      NA  -8.882976  -0.21399903         NA
## 490    1.08567317        NA      NA   9.179093           NA         NA
## 496    0.77219723        NA      NA   9.262683           NA -6.3052506
## 923            NA        NA      NA  -9.056528   3.84448284         NA
## 1038           NA        NA      NA   7.787206           NA -7.3474531
## 1960           NA        NA      NA         NA           NA         NA
## 1984           NA -9.503600      NA  -8.991100   6.91950560         NA
## 1996           NA        NA      NA         NA           NA         NA
## 2009   2.90881856        NA      NA  -9.560720           NA         NA
## 2051           NA        NA      NA  -8.337518   4.46210197         NA
## 2085           NA -6.442756      NA -10.166128   2.94212541  1.7600911
## 342            NA        NA      NA  -8.690279   3.16439627         NA
## 362            NA -5.192683      NA         NA   1.26505718         NA
## 896            NA        NA      NA         NA   3.13652171  5.6583335
## 1195           NA        NA      NA  -8.489649   4.77502518         NA
## 1389           NA        NA      NA         NA   3.07432703         NA
## 1393           NA        NA      NA         NA           NA  6.0690911
## 1463           NA        NA      NA         NA   0.17311476         NA
## 1767           NA        NA      NA         NA   3.39232145         NA
## 2587           NA        NA      NA  11.758189 -10.07232766         NA
## 2607           NA        NA      NA         NA  -3.06668317         NA
## 137            NA        NA      NA         NA  -1.54609733  3.6320961
## 258            NA        NA      NA         NA   2.69704877         NA
## 377            NA        NA      NA  -9.261600  -0.44668973         NA
## 1581           NA        NA      NA         NA           NA         NA
## 1640           NA        NA      NA         NA   4.37815777  6.5138889
## 2382           NA        NA      NA   9.208489  -0.56297777  0.3035052
## 2503           NA        NA      NA         NA  -4.45499992 -9.6336491
## 2622           NA        NA      NA         NA           NA -3.7266668
## 69    -1.50413716        NA      NA         NA   0.87248512         NA
## 136            NA        NA      NA  -8.344835   4.90132716  3.2248118
## 1101           NA        NA      NA   9.011304  -0.74584866         NA
## 1268           NA        NA      NA  -8.376438           NA         NA
## 1279           NA        NA      NA -10.530144  -0.31234043         NA
## 1308   2.58086959        NA      NA         NA   5.39199982         NA
## 1324           NA        NA      NA         NA  -3.95749998         NA
## 1330           NA        NA      NA  -7.171644   4.27551444  4.6252380
## 2104           NA        NA      NA         NA  -5.43183756         NA
## 2314           NA        NA      NA         NA  -3.37709685         NA
## 2381           NA        NA      NA   8.194468  -2.15556172 -3.1865000
## 55             NA        NA      NA -10.084506   8.28991523  6.0980761
## 1153           NA        NA      NA  -9.658132   7.57563842  6.3400002
## 1439           NA        NA      NA         NA   0.16583333         NA
## 1617           NA        NA      NA  -9.238051   1.11732880  5.7996184
## 1653           NA        NA      NA         NA           NA -0.6500000
## 1737           NA        NA      NA -11.290000  -4.84369955         NA
## 1926  -0.18700000        NA      NA  -8.349550           NA  2.9205555
## 2300           NA        NA      NA -11.011316   2.38299999  3.8221668
## 238            NA        NA      NA  -8.966091   7.17466674  5.8956275
## 1077           NA        NA      NA   5.835871  -7.46906207 -6.5394641
## 1159   2.65933329        NA      NA  -5.798750   3.11538461         NA
## 1253           NA        NA      NA         NA  -2.96833324         NA
## 1387           NA        NA      NA         NA  -3.87775499         NA
## 1450           NA        NA      NA -10.565000           NA         NA
## 1915           NA        NA      NA         NA   0.82416669         NA
## 2483           NA        NA      NA         NA  -2.49874997         NA
## 612            NA        NA      NA   7.540190  -1.87284447 -6.5111241
## 1229           NA        NA      NA         NA           NA         NA
## 1231  -0.63954544        NA      NA         NA   0.41666667  2.6007693
## 1349           NA        NA      NA -10.940919   2.29736116         NA
## 1553           NA        NA      NA  -9.292654   3.22028382         NA
## 1660           NA        NA      NA -10.472370   1.90449238         NA
## 1663   2.14829790        NA      NA         NA   4.70480292         NA
## 1959           NA        NA      NA         NA           NA         NA
## 6121           NA        NA      NA   7.540190  -1.87284447 -6.5111241
## 12291          NA        NA      NA         NA           NA         NA
## 12311 -0.63954544        NA      NA         NA   0.41666667  2.6007693
## 13491          NA        NA      NA -10.940919   2.29736116         NA
## 15531          NA        NA      NA  -9.292654   3.22028382         NA
## 16601          NA        NA      NA -10.472370   1.90449238         NA
## 16631  2.14829790        NA      NA         NA   4.70480292         NA
## 19591          NA        NA      NA         NA           NA         NA
## 476   -1.33310991        NA      NA -10.970063   7.38754082         NA
## 527            NA        NA      NA   7.287790  -1.18017685 -3.4185755
## 576   -1.46900837        NA      NA         NA           NA -5.7018589
## 2047           NA        NA      NA         NA           NA         NA
## 2118           NA        NA      NA         NA   0.73429375  7.7659402
## 2133   0.58707179        NA      NA  -9.263849  -0.41063189         NA
## 2134           NA        NA      NA         NA           NA         NA
## 2139           NA        NA      NA         NA   0.30289869         NA
## 2181           NA        NA      NA         NA   0.96696508         NA
## 2190   1.35079139        NA      NA         NA   1.73054641  0.8241324
## 2205   1.99167761        NA      NA         NA   4.25282126         NA
## 2206           NA        NA      NA  -8.594886   6.51209747         NA
## 758    1.38882595 -3.317143      NA         NA   8.38289591  6.3095835
## 820   -3.44529861        NA      NA  -9.013801   8.20200012  5.5585605
## 1535           NA        NA      NA         NA           NA  1.7070185
## 1546           NA        NA      NA         NA   0.71328468  1.2706000
## 1555  -1.05071975        NA      NA -10.140983           NA         NA
## 1618   0.05450000        NA      NA -10.008181   6.80052667         NA
## 1684           NA        NA      NA         NA  10.08249982         NA
## 1740           NA        NA      NA  -8.990000   2.38436175         NA
## 1746           NA        NA      NA         NA   8.58656216         NA
## 2515           NA        NA      NA  11.079321  -7.33735298         NA
## 2577           NA        NA      NA         NA  -2.91939614         NA
## 537            NA        NA      NA         NA  -2.82678092         NA
## 960            NA        NA      NA         NA   0.82379364         NA
## 1068   1.90056610        NA      NA         NA           NA -6.6413251
## 12531          NA        NA      NA         NA  -2.96833324         NA
## 1301   0.04613793        NA      NA -11.428104   5.91707307         NA
## 1487           NA        NA      NA         NA   5.22714296  5.5650001
## 1508   3.32789064        NA      NA         NA   1.66063294         NA
## 1735           NA        NA      NA -10.272692   1.23111110  6.1133334
## 2294           NA        NA      NA  -7.306100   0.33245000         NA
## 805            NA        NA      NA  -9.234210           NA  8.4259089
## 1563   1.12894741        NA      NA         NA           NA         NA
## 1576           NA        NA      NA         NA           NA         NA
## 1578           NA -8.053731      NA         NA   1.27999997         NA
## 1588           NA        NA      NA         NA   3.72000003  5.9299998
## 1606           NA        NA      NA         NA   6.86340296         NA
## 1644           NA        NA      NA         NA           NA  2.0400000
## 1650  -1.36222225        NA      NA         NA   8.19698370         NA
## 1655           NA        NA      NA         NA           NA         NA
## 1679           NA        NA      NA         NA   6.79725743         NA
## 1698           NA        NA      NA         NA   0.87833336         NA
## 1712           NA        NA      NA         NA           NA         NA
## 1722           NA        NA      NA -11.103611   5.51333341         NA
## 1745           NA        NA      NA -11.160139   2.24281088         NA
## 2562           NA        NA      NA         NA  -2.39490007         NA
## 366    0.36757033        NA      NA         NA   2.18271377  0.8727705
## 389            NA        NA      NA  -9.928225   3.85743525         NA
## 424            NA        NA      NA -10.018788   0.16796630  7.8039673
## 1627           NA        NA      NA         NA           NA         NA
## 1668   0.84341835        NA      NA  -7.865000   6.04900004         NA
## 2123           NA        NA      NA         NA           NA         NA
## 2146           NA        NA      NA  -9.594714   5.63375373         NA
## 21811          NA        NA      NA         NA   0.96696508         NA
## 231    2.15419155        NA      NA         NA           NA  6.4214585
## 592            NA        NA      NA  10.974662  -2.02765272         NA
## 813            NA        NA      NA         NA   1.07000000  5.6599998
## 1088   0.99301726        NA      NA         NA           NA -5.9970453
## 1449           NA        NA      NA  -9.984138   0.89477401         NA
## 1670           NA        NA      NA  -9.196520   2.22572871         NA
## 1945           NA -6.665439      NA  -8.915022   6.81928347         NA
## 2306           NA        NA      NA         NA           NA -2.4449999
## 2527   0.48295080        NA      NA   9.575562  -6.90954975         NA
## 340    2.70061017        NA      NA  -8.373565   8.34636409         NA
## 429    1.29082642        NA      NA  -8.254847   7.00696879  4.8821979
## 807            NA        NA      NA         NA   1.41059623  3.7256250
## 9231           NA        NA      NA  -9.056528   3.84448284         NA
## 1867           NA        NA      NA         NA           NA  3.0633332
## 1956           NA        NA      NA         NA  10.34870292  7.3637918
## 2334           NA        NA      NA   6.955000  -1.76666673 -2.7149999
## 2450           NA        NA      NA  11.080648  -1.59408164         NA
## 372            NA        NA      NA         NA   3.29049546         NA
## 412   -0.79439278        NA      NA         NA           NA  5.5362404
## 775    2.08999991        NA      NA         NA   3.55097552  5.8430769
## 1358           NA        NA      NA         NA   5.76000023  6.6199999
## 1448           NA        NA      NA  -7.366423   1.53585499         NA
## 1899  -2.00666666        NA      NA -11.068000   8.00842124  9.8599997
## 1939           NA        NA      NA         NA           NA -0.1512100
## 2302           NA        NA      NA  11.491153  -4.40444438         NA
## 347            NA        NA      NA -11.047113   1.37018498         NA
## 743            NA        NA      NA -10.499153  -1.53242619  1.4908861
## 1374           NA        NA      NA         NA   0.35400000         NA
## 1376           NA        NA      NA  -3.648000   2.49000001  0.6847058
## 14871          NA        NA      NA         NA   5.22714296  5.5650001
## 1509           NA        NA      NA  -6.065000  -2.02333323         NA
## 1874           NA        NA      NA         NA           NA         NA
## 2270           NA        NA      NA         NA   3.14285714         NA
## 711            NA        NA      NA -10.254800   2.26083462         NA
## 10421          NA        NA      NA  10.859166  -1.70880005         NA
## 1161  -0.35893938        NA      NA         NA           NA         NA
## 1235           NA        NA      NA         NA   0.11895018  2.2876068
## 1300           NA        NA      NA         NA           NA         NA
## 1320           NA        NA      NA         NA   0.66329893         NA
## 2238  -0.40837571        NA      NA  -9.509354   4.85178824         NA
## 2569  -0.88959483        NA      NA   8.958092  -8.72442598         NA
## 395            NA        NA      NA         NA           NA         NA
## 1429           NA        NA      NA -11.430804   5.45492775         NA
## 1440           NA        NA      NA  -9.480000   3.43249989         NA
## 1443           NA        NA      NA   8.170000           NA  1.0860417
## 1474           NA -7.284796      NA         NA   5.21879476         NA
## 1501           NA        NA      NA         NA   1.16525002         NA
## 1502           NA -5.980769      NA -10.392222   6.02637988         NA
## 1504           NA        NA      NA         NA   7.44121205         NA
## 1516   1.92999995        NA      NA         NA           NA  0.8592157
## 1922           NA        NA      NA         NA   2.41774184         NA
## 222            NA        NA      NA         NA   2.95963834  4.8670002
## 4791   0.06457363        NA      NA  -9.480494   6.89160571         NA
## 1254           NA        NA      NA  -9.513536   1.48400007  6.5087497
## 1343           NA        NA      NA         NA  -2.40499997  2.7300000
## 1671           NA -9.258479      NA  -9.820563   0.36405064         NA
## 1705           NA -6.793030      NA  -8.546666   0.75333333  3.9372729
## 1719           NA        NA      NA -10.133606  -0.19311321         NA
## 1830           NA        NA      NA         NA   0.97653844         NA
## 1172           NA        NA      NA         NA   3.89254910  6.5072729
## 11951          NA        NA      NA  -8.489649   4.77502518         NA
## 1311           NA        NA      NA  -6.910857   7.79297056  7.0321127
## 1313           NA        NA      NA  -7.473191   2.45231414         NA
## 1353   3.21785709        NA      NA -10.755000           NA         NA
## 1360           NA        NA      NA -10.427647           NA  6.3018750
## 1895           NA        NA      NA         NA   0.31525862         NA
## 1983           NA        NA      NA         NA           NA         NA
## 2248           NA        NA      NA         NA   6.69422132         NA
## 2357           NA        NA      NA         NA  -0.30420000 -2.8699999
## 226            NA        NA      NA         NA   0.51676562         NA
## 480    1.75299132        NA      NA         NA   4.90271255         NA
## 845            NA        NA      NA  -9.902070  -0.34629229  3.0242409
## 1552           NA        NA      NA -10.623334   0.33155556         NA
## 1609           NA        NA      NA -10.797602   0.55928572  5.5847126
## 1703           NA        NA      NA         NA           NA -5.5949998
## 1728           NA -6.826688      NA -10.312500  -0.23028573         NA
## 2145           NA        NA      NA         NA   2.12831766         NA
## 249            NA        NA      NA         NA   3.77250236  2.4071602
## 251            NA        NA      NA  -9.513785   0.92398812  6.1288825
## 506    2.68860021        NA      NA         NA           NA  2.3436378
## 556            NA        NA      NA   8.933243  -1.46005642         NA
## 1208           NA        NA      NA -11.507195   6.79502567         NA
## 1283           NA        NA      NA         NA   3.16335885         NA
## 1284           NA -7.660000      NA         NA   2.27208328  5.5348950
## 2345           NA        NA      NA  10.264901  -2.93987423         NA
## 2565           NA        NA      NA   8.730120  -0.08813161         NA
## 317    1.69748967        NA      NA -10.178449   9.64485467         NA
## 335            NA        NA      NA         NA   4.41154642         NA
## 663            NA        NA      NA  10.723154           NA -7.3888480
## 1333   2.48000002        NA      NA -10.252925   4.53266297         NA
## 1475           NA        NA      NA         NA   0.88882351         NA
## 19961          NA        NA      NA         NA           NA         NA
## 2113           NA        NA      NA         NA   2.42597749  2.2201116
## 2368           NA        NA      NA  10.640396  -7.47779397         NA
## 22    -0.08012361        NA      NA         NA   6.59780019         NA
## 63             NA        NA      NA         NA           NA         NA
## 168            NA        NA      NA  -7.031087   3.91434462         NA
## 174    0.62331435        NA      NA         NA           NA  4.4266854
## 673   -2.01806819        NA      NA         NA  -1.41685399 -1.5394887
## 1177           NA        NA      NA  -9.808941   1.92242432         NA
## 1180           NA        NA      NA         NA           NA         NA
## 1260           NA        NA      NA         NA   4.12079987         NA
## 1744           NA        NA      NA -11.140274   1.09917524         NA
## 1759           NA        NA      NA  -9.910000   3.66631772  8.2296002
## 2222           NA        NA      NA -10.114152   0.61492041         NA
## 2362           NA        NA      NA   6.332105           NA -2.1445284
## 2530           NA        NA      NA         NA  -9.99026329 -6.1900001
## 2600           NA        NA      NA  10.526028  -0.44406897         NA
## 2641           NA        NA      NA         NA  -0.26992699         NA
## 7581   1.38882595 -3.317143      NA         NA   8.38289591  6.3095835
## 1178           NA        NA      NA -10.937932   8.25200407         NA
## 1287  -0.59142855        NA      NA         NA   4.98546672  1.7157778
## 1445           NA        NA      NA         NA  -2.74062490         NA
## 19561          NA        NA      NA         NA  10.34870292  7.3637918
## 2229           NA        NA      NA         NA   1.41129628         NA
## 2246           NA        NA      NA -11.046364   1.25895259         NA
## 2312  -1.33187497        NA      NA   7.664681           NA         NA
## 2412           NA        NA      NA         NA  -0.61732397         NA
## 173            NA        NA      NA         NA   1.65302414  2.9762119
## 315            NA        NA      NA         NA   2.24191726         NA
## 376            NA        NA      NA         NA           NA         NA
## 1630           NA        NA      NA         NA           NA         NA
## 1646           NA        NA      NA  -9.564084   5.93854184         NA
## 1683           NA -5.839158      NA  -7.194193   0.93140626         NA
## 1891           NA        NA      NA -10.019173   1.60704543         NA
## 1930  -1.25860574        NA      NA  -8.103614   3.70576647         NA
## 2007           NA        NA      NA  -9.099295   3.38961557         NA
## 2252           NA        NA      NA  -9.542527   4.99377384         NA
## 2471           NA        NA      NA         NA  -6.13637928         NA
## 2511           NA        NA      NA         NA  -2.25021281 -8.6820831
## 152            NA        NA      NA  -8.529147   4.58190010         NA
## 307            NA        NA      NA  -7.137319   8.30210428         NA
## 414   -1.30430313        NA      NA  -9.848575   2.27236254         NA
## 1185   1.82333332        NA      NA         NA           NA         NA
## 1331  -2.29549297        NA      NA  -9.832338           NA  7.1811853
## 1351           NA        NA      NA         NA   0.61000001  2.8450000
## 1565           NA        NA      NA         NA   3.01999998  8.0589996
## 1718           NA        NA      NA         NA           NA         NA
## 1808           NA        NA      NA         NA           NA  2.2900000
## 2013           NA        NA      NA  -7.855930   2.83423661  8.7848705
## 2031           NA        NA      NA         NA           NA         NA
## 2090           NA        NA      NA -12.287734  -3.37810292         NA
## 598    1.62618824        NA      NA         NA           NA -5.1232549
## 1155           NA        NA      NA -10.214167   3.54532623         NA
## 13581          NA        NA      NA         NA   5.76000023  6.6199999
## 1533   2.41307133        NA      NA         NA   2.65116279         NA
## 2025   2.02412094        NA      NA  -7.626023   3.39496761  6.4960699
## 2035           NA        NA      NA         NA  -0.44650854         NA
## 2307           NA        NA      NA  11.650530  -0.82770334         NA
## 2498  -1.51015149        NA      NA         NA           NA -2.9931250
## 5321  -1.13283924        NA      NA         NA           NA -3.6353088
## 975            NA        NA      NA         NA   5.90894944  4.6765483
## 1040           NA        NA      NA   7.140135           NA -4.4775001
## 1214   0.54655736        NA      NA         NA   9.36384622         NA
## 1612           NA        NA      NA         NA           NA         NA
## 2006           NA        NA      NA         NA           NA         NA
## 2338  -0.58493332        NA      NA   8.699375  -0.28000001         NA
## 2504           NA        NA      NA   9.677955           NA -9.8933027
## 2536           NA        NA      NA         NA  -6.84235292 -6.9299998
## 279            NA        NA      NA         NA   5.62802753         NA
## 351    1.86851183 -8.168405      NA         NA           NA         NA
## 1336           NA        NA      NA         NA   2.31519230         NA
## 13492          NA        NA      NA -10.940919   2.29736116         NA
## 1356           NA -6.317047      NA         NA   0.94754629         NA
## 1417           NA        NA      NA  -6.893871   1.29274510         NA
## 15091          NA        NA      NA  -6.065000  -2.02333323         NA
## 1542   4.48024725        NA      NA  -2.797040   2.26526718         NA
## 2055           NA        NA      NA  -9.579909   2.44644664  3.6974721
## 2273           NA        NA      NA  -9.886880   6.16449992         NA
## 2499           NA        NA      NA  11.465693  -4.46821908         NA
## 2566   2.47164011        NA      NA  10.435500   0.14090889         NA
## 51     0.18223184        NA      NA -10.085077           NA  2.8133855
## 365            NA -3.619733      NA -10.005456   0.01158037         NA
## 552            NA  4.214800      NA         NA  -3.62510772         NA
## 630   -0.38590261        NA      NA  10.871775  -4.62109985         NA
## 1493           NA        NA      NA         NA   6.03199997         NA
## 1506   1.32467209        NA      NA         NA   3.26200643         NA
## 1514  -3.00999999        NA      NA         NA  -2.86333338         NA
## 1925           NA -5.227175      NA -11.093333   3.53166654         NA
## 2349           NA        NA      NA   6.780000  -6.10095451         NA
## 2413           NA        NA      NA   6.856154           NA         NA
## 2629           NA        NA      NA  10.428478  -6.31152456         NA
## 48             NA        NA      NA  -6.946701           NA  5.6435369
## 246            NA        NA      NA -11.430423   5.73947656         NA
## 1428           NA        NA      NA         NA           NA         NA
## 14872          NA        NA      NA         NA   5.22714296  5.5650001
## 1503           NA        NA      NA  -7.865748   0.22847059         NA
## 16981          NA        NA      NA         NA   0.87833336         NA
## 1700           NA        NA      NA  -8.248775   2.90073169         NA
## 2169           NA        NA      NA         NA           NA  1.3628600
## 2178           NA        NA      NA         NA   0.86938832  4.0984782
## 2626           NA        NA      NA         NA  -0.94429094         NA
## 3951           NA        NA      NA         NA           NA         NA
## 1270   0.09352941        NA      NA         NA   1.93999999  5.6916669
## 1315           NA        NA      NA         NA           NA -0.3788172
## 1381           NA        NA      NA         NA   4.08388901         NA
## 16531          NA        NA      NA         NA           NA -0.6500000
## 1661           NA        NA      NA  -9.989242   3.17254555  6.0919998
## 2027           NA        NA      NA         NA   2.61690260  2.9208333
## 2128           NA        NA      NA         NA   6.76144941         NA
## 1220           NA        NA      NA -10.867605  -1.53199997         NA
## 1369           NA        NA      NA         NA  -3.47555563         NA
## 1392           NA        NA      NA  -9.025949  -1.15135514         NA
## 1751           NA        NA      NA         NA   1.11821196         NA
## 1988           NA        NA      NA  -7.973563   8.07968429         NA
## 2153           NA        NA      NA         NA   3.77438489         NA
## 2167           NA        NA      NA         NA           NA  1.3793018
## 2437           NA        NA      NA         NA  -0.88944446 -1.5057143
## 2454           NA        NA      NA   5.895833  -3.23000002 -3.3897059
## 2578  -0.17930360        NA      NA   7.647202           NA         NA
## 1097           NA  5.691840      NA   5.389125  -2.49110345 -1.9582085
## 1209           NA        NA      NA  -7.878182  12.36583328         NA
## 1335           NA        NA      NA         NA   5.11779322  4.8099999
## 1975           NA        NA      NA         NA  -0.91700269  0.1561836
## 2187   0.04228033        NA      NA         NA   6.46345811         NA
## 2259           NA        NA      NA         NA   3.72203714  4.5864000
## 2341           NA        NA      NA         NA  -2.91256755         NA
## 2453           NA        NA      NA   9.011983   0.67034843         NA
## 2522           NA        NA      NA         NA  -5.08728404 -4.6305632
## 574   -0.13930778        NA      NA   9.065766           NA -7.8479489
## 590            NA        NA      NA         NA  -2.10829259         NA
## 983            NA -4.409095      NA  -7.643125   0.09367520         NA
## 1013  -0.63792621        NA      NA   8.931852           NA -4.7433062
## 2076           NA        NA      NA         NA           NA         NA
## 2158           NA        NA      NA -11.881850   0.12076929         NA
## 2177           NA        NA      NA -11.157609   0.15938835         NA
## 2324           NA        NA      NA  -9.770000   0.16671511         NA
## 182    1.83493752        NA      NA  -5.814555   4.57314969  3.1584851
## 212   -0.61352085        NA      NA  -8.681308           NA  3.5967703
## 333            NA        NA      NA -10.038546   2.82076603  4.0392567
## 609            NA        NA      NA         NA           NA -3.8253008
## 1162   2.19308406        NA      NA  -8.523860           NA  6.8816217
## 1286           NA        NA      NA  -9.046632   1.00561287  3.8815230
## 1426           NA        NA      NA  -5.655500           NA  5.0909999
## 1611           NA        NA      NA -10.394395   1.84196431         NA
## 1882           NA        NA      NA         NA   7.97885572         NA
## 1958           NA        NA      NA -10.343422   2.82480455         NA
## 2038           NA -5.585876      NA         NA   0.83022756         NA
## 2467           NA        NA      NA  10.353023   1.07259843         NA
## 756            NA        NA      NA         NA   3.13222228  5.8249998
## 780            NA        NA      NA         NA   2.99283462         NA
## 991            NA        NA      NA  -7.856512   1.44407379         NA
## 1305           NA        NA      NA         NA   1.43333340  0.8537568
## 1373           NA        NA      NA         NA           NA         NA
## 1459   0.88360001        NA      NA         NA   1.58922082         NA
## 1594           NA        NA      NA         NA           NA  5.7674999
## 1860           NA        NA      NA         NA           NA         NA
## 613            NA        NA      NA   9.350246  -3.42812990         NA
## 1108           NA        NA      NA   6.097165  -3.50239997 -5.0040419
## 2279           NA        NA      NA         NA   1.94617996         NA
## 2310           NA        NA      NA         NA           NA -3.8025000
## 2333           NA        NA      NA   8.105000           NA -1.1209195
## 2348           NA        NA      NA   9.758869           NA -7.7723406
## 2372           NA        NA      NA   9.608276  -5.41280630         NA
## 2526           NA        NA      NA  10.192667  -0.41714287         NA
## 2574  -2.09900578        NA      NA   7.318433  -4.76671560         NA
## 111            NA        NA      NA  -6.400908   3.57979454  4.0611536
## 1438           NA        NA      NA  -9.045846   0.86326529  4.8060485
## 15041          NA        NA      NA         NA   7.44121205         NA
## 1811           NA        NA      NA   7.670000           NA -2.9749999
## 2092  -2.51683719        NA      NA  -9.426447   7.13238089         NA
## 2131           NA        NA      NA         NA           NA         NA
## 2410           NA        NA      NA         NA           NA -1.1122222
## 2539           NA        NA      NA         NA           NA         NA
## 1111           NA        NA      NA  -6.400908   3.57979454  4.0611536
## 14381          NA        NA      NA  -9.045846   0.86326529  4.8060485
## 15042          NA        NA      NA         NA   7.44121205         NA
## 18111          NA        NA      NA   7.670000           NA -2.9749999
## 20921 -2.51683719        NA      NA  -9.426447   7.13238089         NA
## 21311          NA        NA      NA         NA           NA         NA
## 24101          NA        NA      NA         NA           NA -1.1122222
## 25391          NA        NA      NA         NA           NA         NA
## 529            NA        NA      NA         NA           NA         NA
## 638            NA        NA      NA  10.324194  -1.09987793         NA
## 951    1.27618885 -9.128482      NA         NA   3.95001798         NA
## 1505           NA        NA      NA         NA           NA  1.6670968
## 1614   2.52058830        NA      NA         NA   2.86771436         NA
## 1927   0.07592487        NA      NA  -8.086528           NA  4.9184614
## 2481           NA        NA      NA         NA  -8.92342696 -7.0428003
## 2590  -2.37090783        NA      NA         NA           NA         NA
## 467            NA        NA      NA         NA   2.95735703         NA
##          KC_X_sc    EP_X_sc    CH_X_sc SC_X_sc  KN_X_sc   FA_Z_sc    FC_Z_sc
## 479           NA         NA  -9.150629      NA       NA  8.781028  4.0358341
## 532           NA         NA   5.573913      NA       NA 11.469296  3.4124392
## 1032          NA         NA   7.814753      NA       NA        NA         NA
## 1042          NA         NA  10.388182      NA       NA  7.051765         NA
## 1047          NA         NA   5.028500      NA       NA 10.452683         NA
## 1964          NA         NA  -7.663469      NA       NA  9.615192         NA
## 2148          NA -1.6521182         NA      NA       NA  5.970944         NA
## 2154          NA -5.3647701         NA      NA       NA 12.666875         NA
## 2192          NA         NA  -9.285506      NA       NA        NA  4.5687052
## 2241          NA         NA -11.517757      NA       NA  6.684765         NA
## 447           NA         NA         NA      NA       NA  8.551237         NA
## 490   -4.0361935         NA   9.084586      NA       NA  7.535780  4.8773340
## 496           NA         NA   8.714021      NA       NA  9.144804  5.9214128
## 923    2.4729249         NA  -7.102950      NA       NA 10.194482         NA
## 1038          NA         NA   7.675648      NA       NA  5.873796         NA
## 1960          NA -0.3487900         NA      NA       NA        NA         NA
## 1984          NA         NA         NA      NA       NA  7.826854         NA
## 1996          NA -2.4686636         NA      NA       NA  5.087817         NA
## 2009          NA         NA  -8.620500      NA       NA  8.981625  3.5148556
## 2051          NA         NA         NA      NA       NA  1.469851         NA
## 2085          NA         NA         NA      NA       NA  9.255415         NA
## 342           NA         NA  -7.828151      NA       NA  7.961339         NA
## 362           NA         NA         NA      NA       NA 10.072837         NA
## 896           NA         NA  -6.514000      NA       NA 11.718556         NA
## 1195          NA         NA  -8.617619      NA       NA  8.271770         NA
## 1389          NA         NA         NA      NA       NA  9.689910         NA
## 1393          NA         NA         NA      NA       NA 10.205238         NA
## 1463          NA         NA  -5.322411      NA       NA 11.535000         NA
## 1767          NA         NA  -6.127500      NA       NA 12.106486         NA
## 2587          NA         NA         NA      NA       NA        NA         NA
## 2607          NA         NA   8.138400      NA       NA  8.470144         NA
## 137           NA         NA -10.725090      NA       NA 10.962865         NA
## 258    3.0282029         NA  -8.677791      NA       NA 10.541919         NA
## 377           NA         NA  -7.379315      NA       NA  7.654872         NA
## 1581          NA -2.2972000         NA      NA       NA  8.129630         NA
## 1640          NA         NA         NA      NA       NA 10.676909         NA
## 2382          NA         NA         NA      NA       NA  9.141176         NA
## 2503          NA         NA         NA      NA       NA 12.334218         NA
## 2622          NA         NA   5.513475      NA       NA 10.101539         NA
## 69            NA         NA         NA      NA       NA  9.514315  6.8404435
## 136           NA         NA  -9.861467      NA       NA  8.949117         NA
## 1101          NA         NA   7.747807      NA       NA  8.142084         NA
## 1268   2.9535663         NA  -7.379844      NA       NA  9.619490         NA
## 1279          NA         NA -10.511776      NA       NA  8.914451         NA
## 1308   3.6978410         NA         NA      NA       NA 10.012330  6.4365214
## 1324          NA         NA         NA      NA       NA        NA         NA
## 1330          NA         NA  -6.433894      NA       NA 10.292402         NA
## 2104          NA         NA  -8.057550      NA       NA        NA         NA
## 2314          NA         NA         NA      NA       NA 10.990238         NA
## 2381          NA         NA         NA      NA       NA  9.309794         NA
## 55            NA         NA  -9.378483      NA       NA  8.109108         NA
## 1153          NA         NA  -9.528571      NA       NA  2.774351         NA
## 1439          NA         NA         NA      NA       NA 10.298393         NA
## 1617          NA         NA  -8.927222      NA       NA 10.157756         NA
## 1653          NA         NA         NA      NA       NA 10.768500         NA
## 1737          NA         NA -10.871027      NA       NA  7.701418         NA
## 1926          NA         NA  -9.575774      NA       NA 10.117421  6.3930001
## 2300          NA         NA         NA      NA       NA  8.948367         NA
## 238           NA         NA  -8.929589      NA       NA  8.677804         NA
## 1077          NA         NA   6.871892      NA       NA  7.375402         NA
## 1159          NA         NA         NA      NA       NA  8.858889  2.5779999
## 1253          NA         NA         NA      NA       NA        NA         NA
## 1387          NA         NA -10.101351      NA       NA  8.757955         NA
## 1450          NA         NA -10.905556      NA       NA  8.831200         NA
## 1915          NA         NA  -4.440000      NA       NA  9.759138         NA
## 2483          NA         NA         NA      NA       NA  7.081250         NA
## 612           NA         NA   7.474927      NA       NA  9.677351         NA
## 1229          NA         NA         NA      NA       NA  6.107941         NA
## 1231          NA         NA  -9.477500      NA       NA 10.609375  6.2227270
## 1349          NA         NA -10.454524      NA       NA  3.102500         NA
## 1553          NA         NA  -8.006667      NA       NA  9.656613         NA
## 1660          NA         NA  -4.810000      NA       NA  8.474054         NA
## 1663          NA         NA  -8.025144      NA       NA 10.575315  2.3821276
## 1959          NA -3.8553832         NA      NA       NA 10.262350         NA
## 6121          NA         NA   7.474927      NA       NA  9.677351         NA
## 12291         NA         NA         NA      NA       NA  6.107941         NA
## 12311         NA         NA  -9.477500      NA       NA 10.609375  6.2227270
## 13491         NA         NA -10.454524      NA       NA  3.102500         NA
## 15531         NA         NA  -8.006667      NA       NA  9.656613         NA
## 16601         NA         NA  -4.810000      NA       NA  8.474054         NA
## 16631         NA         NA  -8.025144      NA       NA 10.575315  2.3821276
## 19591         NA -3.8553832         NA      NA       NA 10.262350         NA
## 476           NA         NA -10.425760      NA       NA  6.954498  3.6737079
## 527           NA         NA         NA      NA       NA  8.909371         NA
## 576           NA         NA   4.434944      NA       NA 10.035540  3.0002995
## 2047          NA         NA         NA      NA       NA  6.929171         NA
## 2118          NA         NA -10.244358      NA       NA  7.614488         NA
## 2133          NA         NA -10.168970      NA       NA  8.731528  3.2816411
## 2134          NA         NA         NA      NA       NA 10.081546         NA
## 2139          NA         NA  -1.196720      NA       NA 11.630964         NA
## 2181          NA         NA         NA      NA       NA  9.791100         NA
## 2190          NA         NA  -6.381270      NA       NA  9.312946  3.0662857
## 2205          NA         NA         NA      NA       NA  7.820100  5.8752180
## 2206          NA         NA  -9.305366      NA       NA  7.152196         NA
## 758           NA         NA         NA      NA       NA  9.134916  2.5801214
## 820           NA         NA  -8.523018      NA       NA        NA  7.4447759
## 1535          NA         NA         NA      NA       NA 11.057966         NA
## 1546          NA         NA         NA      NA       NA 11.003153         NA
## 1555          NA         NA  -9.433208      NA       NA  8.928844  4.2428029
## 1618          NA         NA         NA      NA       NA  6.901250  5.0770000
## 1684   5.2528168         NA         NA      NA       NA 10.262224         NA
## 1740          NA         NA  -5.201667      NA       NA  8.554000         NA
## 1746          NA         NA  -8.858000      NA       NA  9.963750         NA
## 2515          NA         NA         NA      NA       NA        NA         NA
## 2577          NA         NA   9.537970      NA       NA 10.224125         NA
## 537           NA         NA   6.104957      NA       NA  7.302373         NA
## 960    1.5894142         NA  -4.197263      NA       NA 11.048651         NA
## 1068          NA         NA   8.590532      NA       NA  7.731818  5.8656605
## 12531         NA         NA         NA      NA       NA        NA         NA
## 1301          NA         NA  -8.495000      NA       NA  6.680000  4.5436553
## 1487          NA         NA  -5.421622      NA       NA 10.030363         NA
## 1508          NA         NA         NA      NA       NA 13.125366  6.6003127
## 1735          NA         NA -10.294167      NA       NA  7.935312         NA
## 2294          NA         NA         NA      NA       NA  9.649857         NA
## 805           NA         NA  -8.980527      NA       NA  8.695652         NA
## 1563   4.2176001         NA  -5.102283      NA       NA 10.138657  2.3021054
## 1576          NA         NA         NA      NA       NA  9.960833         NA
## 1578          NA         NA         NA      NA       NA  8.158261         NA
## 1588          NA         NA         NA      NA       NA        NA         NA
## 1606   9.2150002         NA  -9.907954      NA       NA 10.229006         NA
## 1644          NA         NA         NA      NA       NA 10.504627         NA
## 1650          NA         NA         NA      NA       NA  9.888209  4.9944445
## 1655          NA         NA         NA      NA       NA  6.080000         NA
## 1679          NA         NA -10.011290      NA       NA  9.640234         NA
## 1698          NA         NA  -8.524878      NA       NA 10.169008         NA
## 1712          NA -1.0011765         NA      NA       NA  9.841667         NA
## 1722          NA         NA  -9.641428      NA       NA  5.430952         NA
## 1745          NA         NA -11.462857      NA       NA  2.781667         NA
## 2562          NA         NA   5.024736      NA       NA  9.194981         NA
## 366           NA         NA  -7.976223      NA       NA  9.306317  7.5151920
## 389           NA         NA -10.174278      NA       NA  9.373143         NA
## 424           NA         NA         NA      NA       NA        NA         NA
## 1627          NA  1.0133333         NA      NA       NA  8.938889         NA
## 1668   3.7155556         NA  -7.150000      NA       NA 10.384810  8.4988266
## 2123          NA         NA         NA      NA       NA  9.817150         NA
## 2146          NA         NA  -6.430055      NA       NA  9.462277         NA
## 21811         NA         NA         NA      NA       NA  9.791100         NA
## 231           NA         NA  -7.545797      NA       NA  9.836710  3.6850273
## 592           NA         NA  10.592851      NA       NA  6.864302         NA
## 813           NA         NA  -2.212857      NA       NA  7.533158         NA
## 1088          NA         NA   9.442974      NA       NA 11.041593  4.6074997
## 1449          NA         NA -10.901726      NA       NA  9.638176         NA
## 1670          NA         NA  -7.123121      NA       NA  9.590918         NA
## 1945          NA         NA         NA      NA       NA  7.525767         NA
## 2306          NA         NA   8.040000      NA       NA  6.921539         NA
## 2527          NA         NA   9.472541      NA       NA        NA  2.0386885
## 340           NA         NA         NA      NA       NA  8.388322  2.7303122
## 429           NA         NA  -7.731199      NA       NA  9.284637  4.8610721
## 807           NA         NA  -7.894026      NA       NA  9.787960         NA
## 9231   2.4729249         NA  -7.102950      NA       NA 10.194482         NA
## 1867          NA         NA  -8.867333      NA       NA  7.893637         NA
## 1956          NA         NA  -8.513850      NA       NA 11.057972         NA
## 2334          NA         NA         NA      NA       NA 10.148572         NA
## 2450          NA         NA   7.550890      NA       NA  6.618939         NA
## 372    7.3740542         NA         NA      NA       NA  7.729065         NA
## 412           NA         NA  -8.647297      NA       NA 10.537400  6.8793853
## 775           NA         NA  -3.998182      NA       NA  7.210526  3.8399999
## 1358          NA         NA  -7.580000      NA       NA 10.364000         NA
## 1448          NA         NA -10.564308      NA       NA  9.240000         NA
## 1899          NA         NA -10.853334      NA       NA  9.580000  5.4633331
## 1939          NA  1.2083333         NA      NA       NA  8.815812         NA
## 2302          NA         NA         NA      NA       NA  9.012500         NA
## 347           NA         NA         NA      NA       NA  6.197979         NA
## 743           NA         NA  -9.822679      NA       NA  8.118518         NA
## 1374          NA         NA         NA      NA       NA  9.195556         NA
## 1376          NA         NA  -6.310000      NA       NA 10.772537         NA
## 14871         NA         NA  -5.421622      NA       NA 10.030363         NA
## 1509          NA         NA  -7.108571      NA       NA 10.773846         NA
## 1874          NA -4.8078947         NA      NA       NA  7.722857         NA
## 2270          NA         NA  -8.560537      NA       NA 11.148554         NA
## 711    5.3080860         NA  -9.611663      NA       NA 10.491136         NA
## 10421         NA         NA  10.388182      NA       NA  7.051765         NA
## 1161   1.3964463         NA         NA      NA       NA  7.788667  6.4688336
## 1235          NA         NA         NA      NA       NA 10.452819         NA
## 1300          NA         NA         NA      NA       NA  7.478000         NA
## 1320          NA         NA  -8.761236      NA       NA  9.178035         NA
## 2238          NA         NA  -8.520117      NA       NA        NA  3.8827572
## 2569          NA         NA   8.854250      NA       NA  6.572738  0.6721078
## 395           NA         NA  -9.458655      NA       NA 11.761582         NA
## 1429          NA         NA  -9.326818      NA       NA  1.833636         NA
## 1440          NA         NA         NA      NA       NA  8.610000         NA
## 1443          NA         NA  -9.088786      NA       NA 11.512923         NA
## 1474          NA         NA         NA      NA       NA  8.412486         NA
## 1501          NA         NA  -9.525484      NA       NA  6.719407         NA
## 1502          NA         NA         NA      NA       NA  6.620476         NA
## 1504          NA         NA         NA      NA       NA  9.470000         NA
## 1516          NA         NA         NA      NA       NA  9.552953  7.7800002
## 1922          NA         NA         NA      NA       NA 10.068082         NA
## 222           NA         NA  -6.895219      NA       NA  9.974101         NA
## 4791          NA         NA  -9.150629      NA       NA  8.781028  4.0358341
## 1254          NA         NA  -8.450000      NA       NA 10.016714         NA
## 1343          NA         NA         NA      NA       NA        NA         NA
## 1671          NA         NA         NA      NA       NA        NA         NA
## 1705          NA         NA         NA      NA       NA 10.225403         NA
## 1719          NA         NA         NA      NA       NA  9.220909         NA
## 1830          NA         NA  -6.951333      NA       NA 10.364489         NA
## 1172          NA         NA         NA      NA       NA  9.240889         NA
## 11951         NA         NA  -8.617619      NA       NA  8.271770         NA
## 1311          NA         NA         NA      NA       NA  5.831551         NA
## 1313          NA         NA  -6.006984      NA       NA 10.012436         NA
## 1353          NA         NA -10.465063      NA       NA  8.660450  1.5707143
## 1360          NA         NA  -8.812500      NA       NA  5.970000         NA
## 1895          NA         NA  -6.580555      NA       NA 10.544729         NA
## 1983          NA  4.5759761         NA      NA       NA  8.346530         NA
## 2248          NA         NA  -8.782600      NA       NA  8.203936         NA
## 2357          NA         NA  10.690588      NA       NA  8.461687         NA
## 226           NA         NA  -6.864377      NA       NA  9.961509         NA
## 480           NA         NA  -8.647807      NA       NA  9.417595  3.6467022
## 845           NA         NA  -9.262397      NA       NA  9.164028         NA
## 1552          NA         NA  -6.970000      NA       NA  8.224923         NA
## 1609          NA         NA -11.189868      NA       NA  7.808850         NA
## 1703          NA         NA         NA      NA 1.072857  7.182500         NA
## 1728          NA         NA         NA      NA       NA  9.166889         NA
## 2145          NA         NA  -9.460600      NA       NA  7.909833         NA
## 249           NA         NA  -9.117382      NA       NA  9.104924         NA
## 251           NA         NA         NA      NA       NA  9.303070         NA
## 506           NA         NA         NA      NA       NA 10.782009  6.7975573
## 556           NA         NA   7.819861      NA       NA  8.394681         NA
## 1208          NA         NA -12.333393      NA       NA  6.600000         NA
## 1283          NA         NA         NA      NA       NA  8.856125         NA
## 1284          NA         NA         NA      NA       NA  8.996280         NA
## 2345          NA         NA  11.418252      NA       NA  3.170241         NA
## 2565          NA         NA         NA      NA       NA  9.277572         NA
## 317           NA         NA  -9.346519      NA       NA  7.434984  3.1384168
## 335           NA         NA         NA      NA       NA 10.359538         NA
## 663           NA         NA   8.918895      NA       NA  5.729233         NA
## 1333          NA         NA  -8.050000      NA       NA 10.461072  8.2399998
## 1475          NA         NA  -6.537273      NA       NA  9.073600         NA
## 19961         NA -2.4686636         NA      NA       NA  5.087817         NA
## 2113          NA         NA         NA      NA       NA 10.922874         NA
## 2368          NA         NA   9.919565      NA       NA        NA         NA
## 22     2.8793676         NA         NA      NA       NA        NA 10.8210984
## 63     6.2333943         NA         NA      NA       NA  9.766305         NA
## 168           NA         NA  -8.729221      NA       NA 10.953235         NA
## 174           NA         NA         NA      NA       NA 11.132362  5.7395800
## 673           NA         NA   5.579328      NA       NA 10.826123  2.5590749
## 1177          NA         NA  -9.890781      NA       NA  8.708614         NA
## 1180   4.9722692         NA         NA      NA       NA  8.272616         NA
## 1260          NA         NA  -8.743381      NA       NA  9.286531         NA
## 1744          NA         NA         NA      NA       NA 11.006078         NA
## 1759          NA         NA  -8.741163      NA       NA 10.780367         NA
## 2222          NA         NA         NA      NA       NA        NA         NA
## 2362          NA         NA   3.505753      NA       NA 10.506053         NA
## 2530          NA         NA         NA      NA       NA  7.571970         NA
## 2600          NA         NA  10.369900      NA       NA  8.490296         NA
## 2641          NA         NA   7.317607      NA       NA  9.641259         NA
## 7581          NA         NA         NA      NA       NA  9.134916  2.5801214
## 1178          NA         NA -10.340000      NA       NA  5.757429         NA
## 1287          NA         NA  -7.721159      NA       NA 11.870640  6.0399998
## 1445          NA         NA  -6.680000      NA       NA        NA         NA
## 19561         NA         NA  -8.513850      NA       NA 11.057972         NA
## 2229          NA         NA  -8.790494      NA       NA  8.307517         NA
## 2246          NA         NA  -9.840083      NA       NA  7.117467         NA
## 2312  -3.8469230         NA   6.138044      NA       NA  9.422778  1.7981250
## 2412          NA         NA   8.013760      NA       NA 10.030962         NA
## 173           NA         NA  -7.955656      NA       NA 10.333460         NA
## 315           NA         NA  -9.017524      NA       NA 10.373495         NA
## 376    3.0407815         NA         NA      NA       NA 10.822970         NA
## 1630          NA -0.2462500         NA      NA       NA  9.265000         NA
## 1646          NA         NA  -8.817500      NA       NA  7.758056         NA
## 1683          NA         NA         NA      NA       NA        NA         NA
## 1891          NA         NA -11.140000      NA       NA 10.083333         NA
## 1930          NA         NA  -9.983322      NA       NA        NA  4.4530287
## 2007          NA         NA         NA      NA       NA  2.759730         NA
## 2252          NA         NA  -6.587025      NA       NA        NA         NA
## 2471          NA         NA   8.154872      NA       NA  7.675844         NA
## 2511          NA         NA         NA      NA       NA  7.620360         NA
## 152           NA         NA         NA      NA       NA  7.184037         NA
## 307           NA         NA         NA      NA       NA  4.044169         NA
## 414           NA         NA         NA      NA       NA  7.707821  6.6045837
## 1185   4.7362965         NA  -8.601974      NA       NA 10.178922  1.5522223
## 1331          NA         NA  -9.582055      NA       NA  8.667181  5.8290609
## 1351          NA         NA  -8.430000      NA       NA  9.517778         NA
## 1565          NA  0.7800000         NA      NA       NA  9.275556         NA
## 1718          NA         NA  -6.340000      NA       NA  9.025758         NA
## 1808          NA -4.0291665         NA      NA       NA  9.633750         NA
## 2013          NA         NA  -7.810725      NA       NA  8.985479         NA
## 2031          NA -2.5055863         NA      NA       NA  6.030014         NA
## 2090          NA         NA -11.377294      NA       NA  8.014200         NA
## 598           NA         NA   9.276252      NA       NA  7.760864  4.3997871
## 1155          NA         NA         NA      NA       NA  4.631765         NA
## 13581         NA         NA  -7.580000      NA       NA 10.364000         NA
## 1533          NA         NA  -7.166216      NA       NA  9.809182  3.4060000
## 2025          NA         NA  -7.657923      NA       NA 10.603353  4.0165670
## 2035          NA         NA  -6.251097      NA       NA 10.124257         NA
## 2307          NA         NA  12.341528      NA       NA  5.792248         NA
## 2498          NA         NA   7.894483      NA       NA 10.626226  3.0353031
## 5321          NA         NA   5.573913      NA       NA 11.469296  3.4124392
## 975           NA         NA -10.260307      NA       NA  9.371486         NA
## 1040          NA         NA   7.089789      NA       NA  9.288194         NA
## 1214          NA         NA         NA      NA       NA 10.699653  4.0788525
## 1612          NA         NA         NA      NA       NA  8.964286         NA
## 2006          NA         NA         NA      NA       NA  9.502577         NA
## 2338          NA         NA   7.065227      NA       NA  6.422500  3.4492000
## 2504          NA         NA         NA      NA       NA        NA         NA
## 2536          NA         NA   8.505714      NA       NA  8.628333         NA
## 279           NA         NA  -9.797321      NA       NA 10.700194         NA
## 351           NA         NA         NA      NA       NA 10.385096  3.2450436
## 1336          NA         NA  -7.123334      NA       NA 10.291555         NA
## 13492         NA         NA -10.454524      NA       NA  3.102500         NA
## 1356          NA         NA         NA      NA       NA  9.752629         NA
## 1417          NA         NA  -8.863636      NA       NA 10.555091         NA
## 15091         NA         NA  -7.108571      NA       NA 10.773846         NA
## 1542          NA         NA         NA      NA       NA        NA  9.7967233
## 2055          NA         NA  -8.320970      NA       NA  9.227928         NA
## 2273          NA         NA         NA      NA       NA        NA         NA
## 2499          NA         NA  11.331091      NA       NA  7.512500         NA
## 2566          NA         NA   8.384205      NA       NA  8.509505  5.3615999
## 51            NA         NA  -7.981430      NA       NA  9.508821  3.5772436
## 365           NA         NA         NA      NA       NA  8.126765         NA
## 552           NA         NA         NA      NA       NA  8.780921         NA
## 630           NA         NA         NA      NA       NA  9.267497  4.8208863
## 1493          NA         NA         NA      NA       NA  8.900833         NA
## 1506          NA         NA         NA      NA       NA  8.241000  6.4955194
## 1514          NA         NA         NA      NA       NA        NA  8.6899996
## 1925          NA         NA         NA      NA       NA  9.292078         NA
## 2349          NA         NA         NA      NA       NA  8.808425         NA
## 2413          NA         NA   9.180000      NA       NA  9.058000         NA
## 2629          NA         NA   8.380884      NA       NA        NA         NA
## 48            NA         NA         NA      NA       NA        NA         NA
## 246           NA         NA         NA      NA       NA  1.758461         NA
## 1428          NA         NA  -3.850000      NA       NA  8.273838         NA
## 14872         NA         NA  -5.421622      NA       NA 10.030363         NA
## 1503          NA         NA         NA      NA       NA  7.973978         NA
## 16981         NA         NA  -8.524878      NA       NA 10.169008         NA
## 1700          NA         NA         NA      NA       NA  1.740986         NA
## 2169          NA -0.3873400         NA      NA       NA  7.750711         NA
## 2178          NA         NA  -9.621379      NA       NA 10.490291         NA
## 2626          NA         NA   9.924830      NA       NA  5.435432         NA
## 3951          NA         NA  -9.458655      NA       NA 11.761582         NA
## 1270          NA         NA         NA      NA       NA        NA  6.2276472
## 1315          NA         NA  -8.280000      NA       NA 11.665981         NA
## 1381          NA         NA  -9.424545      NA       NA  9.226750         NA
## 16531         NA         NA         NA      NA       NA 10.768500         NA
## 1661          NA         NA  -9.458228      NA       NA  8.602324         NA
## 2027          NA         NA  -7.242814      NA       NA  9.965352         NA
## 2128          NA         NA -10.685346      NA       NA 10.141744         NA
## 1220          NA         NA  -8.911224      NA       NA        NA         NA
## 1369          NA         NA  -7.748889      NA       NA        NA         NA
## 1392          NA         NA         NA      NA       NA  3.321667         NA
## 1751          NA         NA  -6.316667      NA       NA 10.935477         NA
## 1988          NA         NA         NA      NA       NA  7.200833         NA
## 2153          NA         NA  -7.869487      NA       NA 10.977753         NA
## 2167          NA         NA  -8.465359      NA       NA 11.140149         NA
## 2437          NA         NA   9.193369      NA       NA 10.394399         NA
## 2454          NA         NA   8.397500      NA       NA  9.857747         NA
## 2578          NA         NA         NA      NA       NA        NA  4.4206862
## 1097          NA         NA   6.831343      NA       NA 10.660348         NA
## 1209          NA         NA         NA      NA       NA        NA         NA
## 1335          NA         NA  -8.375000      NA       NA  8.984568         NA
## 1975          NA         NA         NA      NA       NA 10.162292         NA
## 2187          NA         NA -10.273567      NA       NA 10.613255  5.6336498
## 2259          NA         NA         NA      NA       NA  9.503250         NA
## 2341          NA         NA   8.251818      NA       NA  9.491154         NA
## 2453          NA         NA   7.820000      NA       NA  9.313046         NA
## 2522          NA         NA         NA      NA       NA  2.884038         NA
## 574           NA         NA  10.473349      NA       NA        NA  2.9696209
## 590           NA         NA   9.844383      NA       NA 10.543563         NA
## 983    3.6958419         NA         NA      NA       NA 10.011846         NA
## 1013          NA         NA   8.211564      NA       NA  8.950479  4.7440586
## 2076          NA  1.8968800         NA      NA       NA  8.972490         NA
## 2158          NA         NA         NA      NA       NA  6.817100         NA
## 2177          NA         NA -10.182300      NA       NA        NA         NA
## 2324          NA         NA         NA      NA       NA 10.027878         NA
## 182           NA         NA  -5.531065      NA       NA        NA  5.1269498
## 212           NA         NA  -9.019025      NA       NA  8.898034  4.2664498
## 333           NA         NA  -8.551387      NA       NA  9.084098         NA
## 609           NA         NA   8.639028      NA       NA  9.538371         NA
## 1162          NA         NA  -6.556190      NA       NA  8.685106  0.5360748
## 1286          NA         NA         NA      NA       NA  8.810000         NA
## 1426          NA         NA         NA      NA       NA 10.956219         NA
## 1611          NA         NA  -9.454407      NA       NA  9.583407         NA
## 1882          NA         NA -10.178293      NA       NA  7.848297         NA
## 1958   2.4293667         NA -10.841676      NA       NA  7.957708         NA
## 2038          NA         NA         NA      NA       NA  8.783179         NA
## 2467          NA         NA   9.790000      NA       NA 12.320000         NA
## 756           NA         NA  -8.256000      NA       NA  9.336667         NA
## 780    2.3321380         NA  -8.646666      NA       NA 10.603979         NA
## 991           NA         NA  -8.916159      NA       NA        NA         NA
## 1305          NA         NA  -8.425527      NA       NA 10.512922         NA
## 1373          NA         NA         NA      NA       NA  9.313125         NA
## 1459          NA         NA  -6.125732      NA       NA 11.016695  8.7067999
## 1594          NA         NA         NA      NA       NA  9.390476         NA
## 1860          NA -0.6058139         NA      NA       NA  8.935000         NA
## 613           NA         NA   6.491178      NA       NA  8.484272         NA
## 1108          NA         NA   7.383561      NA       NA  7.632139         NA
## 2279          NA         NA         NA      NA       NA 10.570266         NA
## 2310          NA         NA         NA      NA       NA  9.062727         NA
## 2333          NA         NA         NA      NA       NA 10.244601         NA
## 2348          NA         NA  10.316774      NA       NA        NA         NA
## 2372          NA         NA   9.193797      NA       NA        NA         NA
## 2526          NA         NA         NA      NA       NA        NA         NA
## 2574          NA         NA         NA      NA       NA  9.766129  1.3064685
## 111           NA         NA  -8.016481      NA       NA  6.894925         NA
## 1438          NA         NA         NA      NA       NA  6.980227         NA
## 15041         NA         NA         NA      NA       NA  9.470000         NA
## 1811          NA         NA         NA      NA       NA  6.236938         NA
## 2092          NA         NA  -8.557211      NA       NA  8.887654  7.7669997
## 2131          NA -1.7073666         NA      NA       NA  9.567091         NA
## 2410          NA         NA   7.558750      NA       NA 11.168334         NA
## 2539  -0.9134512         NA  10.043119      NA       NA 10.400200         NA
## 1111          NA         NA  -8.016481      NA       NA  6.894925         NA
## 14381         NA         NA         NA      NA       NA  6.980227         NA
## 15042         NA         NA         NA      NA       NA  9.470000         NA
## 18111         NA         NA         NA      NA       NA  6.236938         NA
## 20921         NA         NA  -8.557211      NA       NA  8.887654  7.7669997
## 21311         NA -1.7073666         NA      NA       NA  9.567091         NA
## 24101         NA         NA   7.558750      NA       NA 11.168334         NA
## 25391 -0.9134512         NA  10.043119      NA       NA 10.400200         NA
## 529           NA         NA         NA      NA       NA  9.210119         NA
## 638           NA         NA   8.785393      NA       NA        NA         NA
## 951           NA         NA         NA      NA       NA 10.834587  5.3330332
## 1505          NA         NA         NA      NA       NA  9.216493         NA
## 1614          NA         NA         NA      NA       NA 10.668960  4.3256864
## 1927          NA         NA  -5.144556      NA       NA  9.664759  7.4501391
## 2481          NA         NA   9.665636      NA       NA  8.749427         NA
## 2590          NA         NA   9.413513      NA       NA  9.714480  1.9343300
## 467           NA         NA  -8.885717      NA       NA 10.305333         NA
##          FS_Z_sc FO_Z_sc    SI_Z_sc     SL_Z_sc     CU_Z_sc    KC_Z_sc
## 479           NA      NA  4.1690082  2.24981745          NA         NA
## 532           NA      NA         NA          NA  -6.4459221         NA
## 1032          NA      NA  7.0895913          NA   1.6035269         NA
## 1042          NA      NA  3.3141666  1.13000000          NA         NA
## 1047          NA      NA         NA -0.75083335  -9.2418185         NA
## 1964          NA      NA  7.3840184  1.30147605          NA         NA
## 2148          NA      NA         NA          NA  -1.3848445         NA
## 2154          NA      NA         NA          NA          NA         NA
## 2192          NA      NA  3.4698499  4.28509988          NA         NA
## 2241          NA      NA  2.3093246  3.50977770          NA         NA
## 447   -0.3101933      NA  4.8842376 -0.96464704          NA         NA
## 490           NA      NA  5.9989437          NA          NA  -3.654700
## 496           NA      NA  6.1807360          NA  -3.3382023         NA
## 923           NA      NA  7.0361001  1.25872413          NA  -2.872060
## 1038          NA      NA  3.1624750          NA  -8.7263510         NA
## 1960          NA      NA         NA          NA          NA         NA
## 1984   3.7058499      NA  5.8056998  0.34745617          NA         NA
## 1996          NA      NA         NA          NA          NA         NA
## 2009          NA      NA  7.0009999          NA          NA         NA
## 2051          NA      NA -6.2509910  5.75611086          NA         NA
## 2085   2.7991040      NA  5.9517231  2.64509841  -3.9142512         NA
## 342           NA      NA  5.6940967 -2.55947760          NA         NA
## 362    1.6446749      NA         NA  3.66222662          NA         NA
## 896           NA      NA         NA  1.83608694  -7.0191669         NA
## 1195          NA      NA  5.3928072  0.09095000          NA         NA
## 1389          NA      NA         NA -0.06038462          NA         NA
## 1393          NA      NA         NA          NA  -9.5863634         NA
## 1463          NA      NA         NA  4.44934432          NA         NA
## 1767          NA      NA         NA  4.03428568          NA         NA
## 2587          NA      NA  2.8880811  0.40170820          NA         NA
## 2607          NA      NA         NA  0.79630566          NA         NA
## 137           NA      NA         NA  0.31244614  -3.0863930         NA
## 258           NA      NA         NA -0.66428631          NA -10.448301
## 377           NA      NA  4.8611159  0.54645169          NA         NA
## 1581          NA      NA         NA          NA          NA         NA
## 1640          NA      NA         NA -0.24763157  -0.9236111         NA
## 2382          NA      NA  6.7450360  4.08355550  -2.3165980         NA
## 2503          NA      NA         NA  3.04250002  -2.2740285         NA
## 2622          NA      NA         NA          NA   2.0866390         NA
## 69            NA      NA         NA  0.66954522          NA         NA
## 136           NA      NA  6.7295192  0.14567169  -9.0045030         NA
## 1101          NA      NA  6.4000083  0.48179981          NA         NA
## 1268          NA      NA  8.0319635          NA          NA  -6.268392
## 1279          NA      NA  5.9862355  4.14496456          NA         NA
## 1308          NA      NA         NA  3.41274986          NA -10.150114
## 1324          NA      NA         NA  7.45499992          NA         NA
## 1330          NA      NA  8.9333889  0.21837143 -11.1046666         NA
## 2104          NA      NA         NA  9.82868767          NA         NA
## 2314          NA      NA         NA -3.11451623          NA         NA
## 2381          NA      NA  6.9228723  2.74260271  -2.0907499         NA
## 55            NA      NA  4.5266738 -2.08170806  -6.5781175         NA
## 1153          NA      NA -5.3373152  5.05995602  -8.0699997         NA
## 1439          NA      NA         NA  1.61124992          NA         NA
## 1617          NA      NA  7.3325847  4.08643832  -9.8983650         NA
## 1653          NA      NA         NA          NA  -6.2300000         NA
## 1737          NA      NA  7.2216670  4.18618510          NA         NA
## 1926          NA      NA  8.7140448          NA  -4.5547223         NA
## 2300          NA      NA  5.1505790  0.62400999  -6.6738834         NA
## 238           NA      NA  6.6962425 -0.73155128  -8.6134126         NA
## 1077          NA      NA  7.2094837 -1.25027024  -4.2960715         NA
## 1159          NA      NA  9.0725002 -1.36923071          NA         NA
## 1253          NA      NA         NA 10.29833349          NA         NA
## 1387          NA      NA         NA  4.42408161          NA         NA
## 1450          NA      NA  8.4700003          NA          NA         NA
## 1915          NA      NA         NA -0.93916670          NA         NA
## 2483          NA      NA         NA -0.39250001          NA         NA
## 612           NA      NA  7.7101621  1.40190625  -9.7261466         NA
## 1229          NA      NA         NA          NA          NA         NA
## 1231          NA      NA         NA  3.30629617  -1.6853846         NA
## 1349          NA      NA  2.9287132 -0.11569444          NA         NA
## 1553          NA      NA  6.4548675 -0.16539007          NA         NA
## 1660          NA      NA  4.8104870  0.71196923          NA         NA
## 1663          NA      NA         NA  1.22591397          NA         NA
## 1959          NA      NA         NA          NA          NA         NA
## 6121          NA      NA  7.7101621  1.40190625  -9.7261466         NA
## 12291         NA      NA         NA          NA          NA         NA
## 12311         NA      NA         NA  3.30629617  -1.6853846         NA
## 13491         NA      NA  2.9287132 -0.11569444          NA         NA
## 15531         NA      NA  6.4548675 -0.16539007          NA         NA
## 16601         NA      NA  4.8104870  0.71196923          NA         NA
## 16631         NA      NA         NA  1.22591397          NA         NA
## 19591         NA      NA         NA          NA          NA         NA
## 476           NA      NA  5.1189013 -1.60317693          NA         NA
## 527           NA      NA  5.6022571  2.07344964  -8.0025223         NA
## 576           NA      NA         NA          NA  -8.9783240         NA
## 2047          NA      NA         NA          NA          NA         NA
## 2118          NA      NA         NA  0.50930314  -3.3514400         NA
## 2133          NA      NA  6.8250607 -0.17703742          NA         NA
## 2134          NA      NA         NA          NA          NA         NA
## 2139          NA      NA         NA -0.35206490          NA         NA
## 2181          NA      NA         NA  1.82736738          NA         NA
## 2190          NA      NA         NA  0.81693574  -9.0955882         NA
## 2205          NA      NA         NA  1.23312011          NA         NA
## 2206          NA      NA  1.0159084  4.20849282          NA         NA
## 758    1.8377898      NA         NA  1.80006788  -7.7904163         NA
## 820           NA      NA  7.3438659 -2.83559998  -7.4216665         NA
## 1535          NA      NA         NA          NA  -6.5367705         NA
## 1546          NA      NA         NA  2.73821175  -5.4390997         NA
## 1555          NA      NA  5.7922949          NA          NA         NA
## 1618          NA      NA  3.4331818 -0.74315789          NA         NA
## 1684          NA      NA         NA -3.33291658          NA -10.065071
## 1740          NA      NA  5.2900000 -1.14829790          NA         NA
## 1746          NA      NA         NA  1.92968750          NA         NA
## 2515          NA      NA -1.3134951 -0.44294119          NA         NA
## 2577          NA      NA         NA  2.93248045          NA         NA
## 537           NA      NA         NA  0.83041768          NA         NA
## 960           NA      NA         NA  1.53151584          NA  -8.840849
## 1068          NA      NA         NA          NA  -8.2940961         NA
## 12531         NA      NA         NA 10.29833349          NA         NA
## 1301          NA      NA  2.4303449  2.45097562          NA         NA
## 1487          NA      NA         NA  2.60469382  -5.8850002         NA
## 1508          NA      NA         NA -0.12265822          NA         NA
## 1735          NA      NA  3.7753848  1.57000001  -5.7066669         NA
## 2294          NA      NA  9.2872496  0.79869378          NA         NA
## 805           NA      NA  5.9205262          NA  -5.8209090         NA
## 1563          NA      NA         NA          NA          NA  -4.194000
## 1576          NA      NA         NA          NA          NA         NA
## 1578   0.6470149      NA         NA  3.02999997          NA         NA
## 1588          NA      NA         NA  6.99875021  -3.4500000         NA
## 1606          NA      NA         NA -0.86880593          NA  -4.975000
## 1644          NA      NA         NA          NA   1.0000000         NA
## 1650          NA      NA         NA  1.61555554          NA         NA
## 1655          NA      NA         NA          NA          NA         NA
## 1679          NA      NA         NA  1.06810125          NA         NA
## 1698          NA      NA         NA  1.72282058          NA         NA
## 1712          NA      NA         NA          NA          NA         NA
## 1722          NA      NA  0.3734722  2.23496296          NA         NA
## 1745          NA      NA  4.5183722  0.70583785          NA         NA
## 2562          NA      NA         NA  0.41868047          NA         NA
## 366           NA      NA         NA  2.45990337  -3.5450419         NA
## 389           NA      NA  5.1301011  1.20446580          NA         NA
## 424           NA      NA  3.6903221 -0.56296449  -6.1433551         NA
## 1627          NA      NA         NA          NA          NA         NA
## 1668          NA      NA  7.1050000  1.88366661          NA -10.652798
## 2123          NA      NA         NA          NA          NA         NA
## 2146          NA      NA  5.2494560  0.34218807          NA         NA
## 21811         NA      NA         NA  1.82736738          NA         NA
## 231           NA      NA         NA          NA  -7.5854168         NA
## 592           NA      NA  2.7325786  1.22238835          NA         NA
## 813           NA      NA         NA  1.59675681  -6.4900002         NA
## 1088          NA      NA         NA          NA  -8.0518182         NA
## 1449          NA      NA  6.8825862  3.07757051          NA         NA
## 1670          NA      NA  6.8220352  2.16939694          NA         NA
## 1945   3.6274879      NA  6.5188916  1.89301149          NA         NA
## 2306          NA      NA         NA          NA  -5.6999998         NA
## 2527          NA      NA  0.5561735 -3.76594585          NA         NA
## 340           NA      NA  6.0658107 -0.76727608          NA         NA
## 429           NA      NA  6.4373975  0.70978049  -4.9576198         NA
## 807           NA      NA         NA  3.35834683  -1.3300000         NA
## 9231          NA      NA  7.0361001  1.25872413          NA  -2.872060
## 1867          NA      NA         NA          NA  -2.5133333         NA
## 1956          NA      NA         NA -0.81343785 -10.5833333         NA
## 2334          NA      NA  8.8800001  2.23333327  -7.1050000         NA
## 2450          NA      NA  3.7615961 -0.32122449          NA         NA
## 372           NA      NA         NA  0.81214614          NA  -5.266870
## 412           NA      NA         NA          NA  -3.9584404         NA
## 775           NA      NA         NA -1.45243901  -5.3315383         NA
## 1358          NA      NA         NA  2.03999996  -5.2600002         NA
## 1448          NA      NA  8.6617884  2.64808283          NA         NA
## 1899          NA      NA  4.8413335 -0.32000000  -7.2600002         NA
## 1939          NA      NA         NA          NA   8.9050703         NA
## 2302          NA      NA  4.5292309 -1.41611110          NA         NA
## 347           NA      NA  4.4948946  0.82637012          NA         NA
## 743           NA      NA  4.5949428  2.31966484  -1.9621518         NA
## 1374          NA      NA         NA -4.20400009          NA         NA
## 1376          NA      NA 11.2260002  1.32000005  -7.7427452         NA
## 14871         NA      NA         NA  2.60469382  -5.8850002         NA
## 1509          NA      NA 10.0649996  2.25333341          NA         NA
## 1874          NA      NA         NA          NA          NA         NA
## 2270          NA      NA         NA  2.66789050          NA         NA
## 711           NA      NA  8.5703998  0.56623671          NA  -6.693226
## 10421         NA      NA  3.3141666  1.13000000          NA         NA
## 1161          NA      NA         NA          NA          NA  -7.904986
## 1235          NA      NA         NA -2.71350532  -6.7391451         NA
## 1300          NA      NA         NA          NA          NA         NA
## 1320          NA      NA         NA  0.62835052          NA         NA
## 2238          NA      NA  3.2675209  2.32842950          NA         NA
## 2569          NA      NA  1.2355803 -1.41879900          NA         NA
## 395           NA      NA         NA          NA          NA         NA
## 1429          NA      NA -2.0939080  0.58637680          NA         NA
## 1440          NA      NA  5.4800000  0.62000000          NA         NA
## 1443          NA      NA  6.3600001          NA   0.8124306         NA
## 1474   2.5745918      NA         NA  1.04492305          NA         NA
## 1501          NA      NA         NA  1.09816666          NA         NA
## 1502  -0.5546154      NA  1.9911556  3.39996425          NA         NA
## 1504          NA      NA         NA -0.49666665          NA         NA
## 1516          NA      NA         NA          NA  -7.2766664         NA
## 1922          NA      NA         NA  0.54290322          NA         NA
## 222           NA      NA         NA  3.01940123  -4.4778005         NA
## 4791          NA      NA  4.1690082  2.24981745          NA         NA
## 1254          NA      NA  6.8407185  3.85361909  -9.9552401         NA
## 1343          NA      NA         NA  9.09500027   5.2600002         NA
## 1671   3.2463044      NA  5.3711876  0.20443037          NA         NA
## 1705   2.3964646      NA 10.2049999  0.13666666  -6.5920452         NA
## 1719          NA      NA  5.9789458  1.00902514          NA         NA
## 1830          NA      NA         NA  0.41769229          NA         NA
## 1172          NA      NA         NA  0.75411763  -5.2654544         NA
## 11951         NA      NA  5.3928072  0.09095000          NA         NA
## 1311          NA      NA  4.6340951 -0.18292080  -8.3859158         NA
## 1313          NA      NA  8.1750001  0.12785124          NA         NA
## 1353          NA      NA  8.5141665          NA          NA         NA
## 1360          NA      NA  4.6782352          NA  -3.9992858         NA
## 1895          NA      NA         NA -2.11043101          NA         NA
## 1983          NA      NA         NA          NA          NA         NA
## 2248          NA      NA         NA  0.99722139          NA         NA
## 2357          NA      NA         NA  0.31459999  -0.3300000         NA
## 226           NA      NA         NA -0.24257764          NA         NA
## 480           NA      NA         NA -0.21990603          NA         NA
## 845           NA      NA  5.9659901  1.59013530  -4.3696858         NA
## 1552          NA      NA  6.8066667 -0.21644444          NA         NA
## 1609          NA      NA  3.6846577  4.35642854  -1.4538506         NA
## 1703          NA      NA         NA          NA   7.8649998         NA
## 1728   3.1932450      NA  9.3275003  3.64228581          NA         NA
## 2145          NA      NA         NA -0.09018647          NA         NA
## 249           NA      NA         NA  2.06933675  -2.2387913         NA
## 251           NA      NA  4.6819606 -1.56846224  -6.0073767         NA
## 506           NA      NA         NA          NA   0.3324056         NA
## 556           NA      NA  6.6352765  2.61626901          NA         NA
## 1208          NA      NA  2.3436584  4.41228922          NA         NA
## 1283          NA      NA         NA -2.94450378          NA         NA
## 1284   5.3583336      NA         NA -1.89354165  -3.6554894         NA
## 2345          NA      NA -2.2069802  0.36213838          NA         NA
## 2565          NA      NA  7.9903616  3.80189140          NA         NA
## 317           NA      NA  4.1458048  0.85729176          NA         NA
## 335           NA      NA         NA  0.39122791          NA         NA
## 663           NA      NA  0.7251758          NA   0.4230110         NA
## 1333          NA      NA  6.5911318  0.21637393          NA         NA
## 1475          NA      NA         NA  1.07000003          NA         NA
## 19961         NA      NA         NA          NA          NA         NA
## 2113          NA      NA         NA  1.58464126  -5.0225117         NA
## 2368          NA      NA  4.5614285 -0.16323530          NA         NA
## 22            NA      NA         NA  0.10504615          NA  -5.602843
## 63            NA      NA         NA          NA          NA  -9.070234
## 168           NA      NA  7.8594973  4.15871991          NA         NA
## 174           NA      NA         NA          NA  -5.6880816         NA
## 673           NA      NA         NA  1.36766110  -6.6202576         NA
## 1177          NA      NA  5.9609856  2.91565661          NA         NA
## 1180          NA      NA         NA          NA          NA  -3.128279
## 1260          NA      NA         NA -0.32439999          NA         NA
## 1744          NA      NA  6.2835163  3.53103087          NA         NA
## 1759          NA      NA  7.5000000 -0.10812275  -6.1306000         NA
## 2222          NA      NA  1.3849509  0.44741076          NA         NA
## 2362          NA      NA 10.3864917          NA  -3.9656602         NA
## 2530          NA      NA         NA  0.46815792  -7.6900001         NA
## 2600          NA      NA  5.8419616  2.31554901          NA         NA
## 2641          NA      NA         NA  2.68095245          NA         NA
## 7581   1.8377898      NA         NA  1.80006788  -7.7904163         NA
## 1178          NA      NA  2.5641905 -2.86584700          NA         NA
## 1287          NA      NA         NA  0.34626666  -7.6277778         NA
## 1445          NA      NA         NA  6.98562479          NA         NA
## 19561         NA      NA         NA -0.81343785 -10.5833333         NA
## 2229          NA      NA         NA  3.37428707          NA         NA
## 2246          NA      NA  2.8475702  0.22760790          NA         NA
## 2312          NA      NA  7.8578721          NA          NA  -5.107436
## 2412          NA      NA         NA  2.20422535          NA         NA
## 173           NA      NA         NA -1.24437604  -6.2553407         NA
## 315           NA      NA         NA  0.81053594          NA         NA
## 376           NA      NA         NA          NA          NA  -5.109643
## 1630          NA      NA         NA          NA          NA         NA
## 1646          NA      NA  5.0630987 -1.54069445          NA         NA
## 1683   2.1380000      NA  8.9859881  4.60203123          NA         NA
## 1891          NA      NA  6.5821804 -0.67784093          NA         NA
## 1930          NA      NA  4.2689998  2.35577774          NA         NA
## 2007          NA      NA  2.4468546 -1.64257050          NA         NA
## 2252          NA      NA  1.6417204 -0.57868680          NA         NA
## 2471          NA      NA         NA -1.99068961          NA         NA
## 2511          NA      NA         NA  0.66659574  -5.2654168         NA
## 152           NA      NA  4.3954035  2.89173739          NA         NA
## 307           NA      NA  0.5952149  1.01034401          NA         NA
## 414           NA      NA  4.7495222  0.22798342          NA         NA
## 1185          NA      NA         NA          NA          NA  -5.894815
## 1331          NA      NA  5.8799741          NA  -4.3214817         NA
## 1351          NA      NA         NA  4.71000004  -0.6450000         NA
## 1565          NA      NA         NA 10.77000046   2.5740000         NA
## 1718          NA      NA         NA          NA          NA         NA
## 1808          NA      NA         NA          NA  -0.7900000         NA
## 2013          NA      NA  4.0621600  1.76487784  -4.7732001         NA
## 2031          NA      NA         NA          NA          NA         NA
## 2090          NA      NA  7.4667333  3.55913229          NA         NA
## 598           NA      NA         NA          NA   1.6305966         NA
## 1155          NA      NA -1.9316667  0.09358695          NA         NA
## 13581         NA      NA         NA  2.03999996  -5.2600002         NA
## 1533          NA      NA         NA -0.97651167          NA         NA
## 2025          NA      NA  8.4866979  3.53655847  -6.2491398         NA
## 2035          NA      NA         NA  1.61261613          NA         NA
## 2307          NA      NA  4.5098675  0.88358851          NA         NA
## 2498          NA      NA         NA          NA  -7.0743752         NA
## 5321          NA      NA         NA          NA  -6.4459221         NA
## 975           NA      NA         NA  1.20975059  -5.3243483         NA
## 1040          NA      NA  7.7293239          NA  -7.5862503         NA
## 1214          NA      NA         NA -1.91358972          NA         NA
## 1612          NA      NA         NA          NA          NA         NA
## 2006          NA      NA         NA          NA          NA         NA
## 2338          NA      NA  3.9974999 -2.90153856          NA         NA
## 2504          NA      NA  2.2538636          NA  -4.0173395         NA
## 2536          NA      NA         NA -2.37941181  -6.8699999         NA
## 279           NA      NA         NA  1.07526148          NA         NA
## 351    5.0805368      NA         NA          NA          NA         NA
## 1336          NA      NA         NA  1.16250001          NA         NA
## 13492         NA      NA  2.9287132 -0.11569444          NA         NA
## 1356   3.5218109      NA         NA -0.25495370          NA         NA
## 1417          NA      NA  8.6435488  1.62843143          NA         NA
## 15091         NA      NA 10.0649996  2.25333341          NA         NA
## 1542          NA      NA 11.5225562 -3.02137395          NA         NA
## 2055          NA      NA  6.2956540  1.15338999  -3.7879759         NA
## 2273          NA      NA  1.6193840 -1.87203328          NA         NA
## 2499          NA      NA  3.7783075 -0.41047945          NA         NA
## 2566          NA      NA  7.0254502  0.52131499          NA         NA
## 51            NA      NA  7.6015631          NA  -7.9652947         NA
## 365    2.4914830      NA  4.6032090  4.44501017          NA         NA
## 552    6.7779891      NA         NA -0.95318439          NA         NA
## 630           NA      NA  6.2146907  2.40441701          NA         NA
## 1493          NA      NA         NA  3.94000015          NA         NA
## 1506          NA      NA         NA  0.91159233          NA         NA
## 1514          NA      NA         NA  7.55666669          NA         NA
## 1925   2.2206985      NA  3.9633334  3.01947369          NA         NA
## 2349          NA      NA 11.5500002  1.59690906          NA         NA
## 2413          NA      NA  8.9853844          NA          NA         NA
## 2629          NA      NA  2.2829412  1.47379135          NA         NA
## 48            NA      NA  9.4552337          NA  -2.5749502         NA
## 246           NA      NA -2.3258682  1.01509855          NA         NA
## 1428          NA      NA         NA          NA          NA         NA
## 14872         NA      NA         NA  2.60469382  -5.8850002         NA
## 1503          NA      NA  4.3207873 -2.56564708          NA         NA
## 16981         NA      NA         NA  1.72282058          NA         NA
## 1700          NA      NA -6.0357095  3.33764218          NA         NA
## 2169          NA      NA         NA          NA  -2.3772099         NA
## 2178          NA      NA         NA  2.41515541  -1.1880826         NA
## 2626          NA      NA         NA -0.03039509          NA         NA
## 3951          NA      NA         NA          NA          NA         NA
## 1270          NA      NA         NA  1.08571427  -8.2966665         NA
## 1315          NA      NA         NA          NA  -4.3679570         NA
## 1381          NA      NA         NA -0.31444444          NA         NA
## 16531         NA      NA         NA          NA  -6.2300000         NA
## 1661          NA      NA  5.5740911 -0.70200001  -8.7019997         NA
## 2027          NA      NA         NA  1.72578195  -2.0708667         NA
## 2128          NA      NA         NA -0.71369311          NA         NA
## 1220          NA      NA  5.3607040  1.20399996          NA         NA
## 1369          NA      NA         NA  9.20888858          NA         NA
## 1392          NA      NA  3.9703335  0.61443928          NA         NA
## 1751          NA      NA         NA  1.40238407          NA         NA
## 1988          NA      NA  6.4843750 -0.76187897          NA         NA
## 2153          NA      NA         NA  2.61513283          NA         NA
## 2167          NA      NA         NA          NA  -8.1380726         NA
## 2437          NA      NA         NA  2.02277777  -1.7903572         NA
## 2454          NA      NA  8.8733336  2.56281257 -11.1600001         NA
## 2578          NA      NA  9.1519495          NA          NA         NA
## 1097   7.2729599      NA 10.2305002  4.26449373  -8.9507324         NA
## 1209          NA      NA  4.6563637 -1.11833334          NA         NA
## 1335          NA      NA         NA -2.20703451  -3.7800000         NA
## 1975          NA      NA         NA -2.17060927  -5.2626572         NA
## 2187          NA      NA         NA  4.40598932          NA         NA
## 2259          NA      NA         NA  0.18202333  -7.7455997         NA
## 2341          NA      NA         NA -0.50202705          NA         NA
## 2453          NA      NA  7.4331726  0.21815331          NA         NA
## 2522          NA      NA         NA  1.82191354  -2.2508450         NA
## 574           NA      NA  6.5534772          NA   2.2630951         NA
## 590           NA      NA         NA  1.07062103          NA         NA
## 983    2.6110673      NA  7.5428877  0.59160786          NA  -6.927551
## 1013          NA      NA  7.0370370          NA  -1.6197769         NA
## 2076          NA      NA         NA          NA          NA         NA
## 2158          NA      NA  1.6130650  0.61290141          NA         NA
## 2177          NA      NA  5.1111450  1.37218453          NA         NA
## 2324          NA      NA  2.7600000  1.22014538          NA         NA
## 182           NA      NA  5.1865725  0.01948992  -7.0685104         NA
## 212           NA      NA  6.8958546          NA  -6.0025622         NA
## 333           NA      NA  4.2662630  1.58237673  -6.5982340         NA
## 609           NA      NA         NA          NA  -7.3863705         NA
## 1162          NA      NA  6.6271692          NA  -5.9891890         NA
## 1286          NA      NA  3.8373413 -0.50222581  -7.4515896         NA
## 1426          NA      NA  9.5370412          NA  -7.0866050         NA
## 1611          NA      NA  6.1277069  0.43357144          NA         NA
## 1882          NA      NA         NA  1.46044770          NA         NA
## 1958          NA      NA  4.5497753  0.13046715          NA  -4.382469
## 2038   1.6287737      NA         NA  4.51349982          NA         NA
## 2467          NA      NA  5.6527408  3.11511807          NA         NA
## 756           NA      NA         NA -2.53111119  -4.6550002         NA
## 780           NA      NA         NA  2.71604331          NA  -4.650621
## 991           NA      NA  5.4792813  0.71963040          NA         NA
## 1305          NA      NA         NA  4.62833341  -2.9057838         NA
## 1373          NA      NA         NA          NA          NA         NA
## 1459          NA      NA         NA  2.72324679          NA         NA
## 1594          NA      NA         NA          NA  -0.8725000         NA
## 1860          NA      NA         NA          NA          NA         NA
## 613           NA      NA  4.2307387 -1.75102491          NA         NA
## 1108          NA      NA  6.4337242  0.45890262  -9.4075260         NA
## 2279          NA      NA         NA -1.28637505          NA         NA
## 2310          NA      NA         NA          NA  -3.5225000         NA
## 2333          NA      NA  9.6549997          NA  -6.6327585         NA
## 2348          NA      NA  3.6400000          NA  -1.1800000         NA
## 2372          NA      NA  4.2998297 -2.24147952          NA         NA
## 2526          NA      NA  2.7560000 -3.76285716          NA         NA
## 2574          NA      NA  7.5588334 -1.61429997          NA         NA
## 111           NA      NA  6.2185050  1.73134088  -3.8193466         NA
## 1438          NA      NA  4.8056922 -2.80469373  -7.1598388         NA
## 15041         NA      NA         NA -0.49666665          NA         NA
## 1811          NA      NA  7.1700001          NA  -0.0500000         NA
## 2092          NA      NA  5.4011054  3.25790950          NA         NA
## 2131          NA      NA         NA          NA          NA         NA
## 2410          NA      NA         NA          NA   2.5255555         NA
## 2539          NA      NA         NA          NA          NA  -4.821709
## 1111          NA      NA  6.2185050  1.73134088  -3.8193466         NA
## 14381         NA      NA  4.8056922 -2.80469373  -7.1598388         NA
## 15042         NA      NA         NA -0.49666665          NA         NA
## 18111         NA      NA  7.1700001          NA  -0.0500000         NA
## 20921         NA      NA  5.4011054  3.25790950          NA         NA
## 21311         NA      NA         NA          NA          NA         NA
## 24101         NA      NA         NA          NA   2.5255555         NA
## 25391         NA      NA         NA          NA          NA  -4.821709
## 529           NA      NA         NA          NA          NA         NA
## 638           NA      NA  4.4663516  2.80286949          NA         NA
## 951    5.2393494      NA         NA -0.60772430          NA         NA
## 1505          NA      NA         NA          NA  -3.6467743         NA
## 1614          NA      NA         NA -0.34057143          NA         NA
## 1927          NA      NA  6.9648611          NA  -0.3080250         NA
## 2481          NA      NA         NA  2.68816899  -7.0452002         NA
## 2590          NA      NA         NA          NA          NA         NA
## 467           NA      NA         NA  4.28899862          NA         NA
##          EP_Z_sc      CH_Z_sc SC_Z_sc  KN_Z_sc     VAA_CU     VAA_FA    VAA_FF
## 479           NA  4.873554845      NA       NA         NA         NA -4.220307
## 532           NA  8.445819536      NA       NA -10.439675         NA -5.503564
## 1032          NA  4.016098861      NA       NA  -8.503144         NA -4.395590
## 1042          NA  0.076363634      NA       NA         NA         NA -5.329944
## 1047          NA  7.376000214      NA       NA  -9.697313         NA -4.736300
## 1964          NA  5.922815176      NA       NA         NA         NA -4.571680
## 2148   5.5439453           NA      NA       NA -10.813121  -7.709798        NA
## 2154  11.5139000           NA      NA       NA         NA  -8.600181        NA
## 2192          NA  3.822126770      NA       NA         NA         NA        NA
## 2241          NA  1.663702681      NA       NA         NA         NA -4.301831
## 447           NA           NA      NA       NA         NA         NA -5.023799
## 490           NA  3.479235155      NA       NA         NA         NA -5.371977
## 496           NA  4.124891145      NA       NA  -9.976131         NA -5.301384
## 923           NA  3.999469145      NA       NA         NA         NA -4.524544
## 1038          NA  1.173849321      NA       NA -10.607567         NA -5.514302
## 1960   8.5675998           NA      NA       NA         NA         NA        NA
## 1984          NA           NA      NA       NA         NA         NA -4.199851
## 1996   7.0349093           NA      NA       NA         NA  -9.438118        NA
## 2009          NA  0.845791658      NA       NA         NA         NA -5.213357
## 2051          NA           NA      NA       NA         NA         NA -2.304854
## 2085          NA           NA      NA       NA  -8.999121         NA -4.370546
## 342           NA  2.516948301      NA       NA         NA         NA -5.576477
## 362           NA           NA      NA       NA         NA         NA -4.668358
## 896           NA  6.930000305      NA       NA -11.288947         NA -4.634212
## 1195          NA  6.183809371      NA       NA         NA         NA -5.215904
## 1389          NA           NA      NA       NA         NA         NA -5.372892
## 1393          NA           NA      NA       NA -11.406131         NA -5.387593
## 1463          NA 10.137232100      NA       NA         NA         NA -5.047279
## 1767          NA  8.202500343      NA       NA         NA         NA -4.700908
## 2587          NA           NA      NA       NA         NA         NA        NA
## 2607          NA  3.012010998      NA       NA         NA         NA -4.212988
## 137           NA  5.020539138      NA       NA  -9.218025         NA -4.439885
## 258           NA  3.744594228      NA       NA         NA         NA -4.657035
## 377           NA  3.787383674      NA       NA         NA         NA -5.265474
## 1581   9.6347998           NA      NA       NA         NA  -5.182467        NA
## 1640          NA           NA      NA       NA  -8.854233         NA -4.333805
## 2382          NA           NA      NA       NA -10.026580         NA -6.184612
## 2503          NA           NA      NA       NA  -9.304003         NA -4.742802
## 2622          NA  5.477775097      NA       NA  -8.267001         NA -5.230448
## 69            NA           NA      NA       NA -11.491533         NA -4.245610
## 136           NA  4.700587254      NA       NA -10.680298         NA -5.308922
## 1101          NA  5.444545481      NA       NA         NA         NA -5.604778
## 1268          NA  5.141406059      NA       NA         NA         NA -4.984217
## 1279          NA  1.991814691      NA       NA         NA         NA -4.663342
## 1308          NA           NA      NA       NA         NA         NA -4.753719
## 1324          NA           NA      NA       NA         NA         NA        NA
## 1330          NA  6.146460069      NA       NA -11.161870         NA -4.741093
## 2104          NA  9.422800064      NA       NA         NA -10.755453        NA
## 2314          NA           NA      NA       NA         NA         NA -4.480753
## 2381          NA           NA      NA       NA  -8.251133         NA -4.640221
## 55            NA  2.502860431      NA       NA -11.625089         NA -5.326631
## 1153          NA -4.314285823      NA       NA         NA         NA -3.759983
## 1439          NA           NA      NA       NA         NA         NA -5.127782
## 1617          NA  5.807777829      NA       NA -10.211156         NA -4.549005
## 1653          NA           NA      NA       NA -16.262107  -7.937362        NA
## 1737          NA  2.161919594      NA       NA         NA         NA -4.717651
## 1926          NA  4.769226074      NA       NA  -8.964371         NA -4.808064
## 2300          NA           NA      NA       NA  -9.418337         NA -5.768037
## 238           NA  3.450893100      NA       NA -10.605438         NA -4.757290
## 1077          NA  6.823783668      NA       NA  -9.554804         NA -5.459722
## 1159          NA           NA      NA       NA         NA         NA -5.412476
## 1253          NA           NA      NA       NA         NA         NA        NA
## 1387          NA  5.358108108      NA       NA         NA         NA -4.821611
## 1450          NA  2.114444521      NA       NA         NA         NA -3.942716
## 1915          NA  4.235000134      NA       NA         NA         NA -5.360000
## 2483          NA           NA      NA       NA         NA         NA -5.869268
## 612           NA  5.351728153      NA       NA -11.280222         NA -5.284991
## 1229          NA           NA      NA       NA         NA  -8.766105        NA
## 1231          NA  7.077499866      NA       NA  -9.631246         NA -5.006247
## 1349          NA  0.328392846      NA       NA         NA         NA -3.865909
## 1553          NA  5.803333282      NA       NA         NA         NA -4.415162
## 1660          NA  7.960000038      NA       NA         NA         NA -4.995363
## 1663          NA  6.784971381      NA       NA         NA         NA -4.394984
## 1959  10.7809830           NA      NA       NA         NA  -7.265346        NA
## 6121          NA  5.351728153      NA       NA -11.280222         NA -5.284991
## 12291         NA           NA      NA       NA         NA  -8.766105        NA
## 12311         NA  7.077499866      NA       NA  -9.631246         NA -5.006247
## 13491         NA  0.328392846      NA       NA         NA         NA -3.865909
## 15531         NA  5.803333282      NA       NA         NA         NA -4.415162
## 16601         NA  7.960000038      NA       NA         NA         NA -4.995363
## 16631         NA  6.784971381      NA       NA         NA         NA -4.394984
## 19591 10.7809830           NA      NA       NA         NA  -7.265346        NA
## 476           NA  0.587771599      NA       NA         NA         NA -4.052861
## 527           NA           NA      NA       NA -10.964815         NA -5.682529
## 576           NA  3.759925456      NA       NA  -9.971332         NA -5.320864
## 2047          NA           NA      NA       NA         NA -14.410769        NA
## 2118          NA  4.442642051      NA       NA         NA         NA -4.742238
## 2133          NA  4.406394598      NA       NA         NA         NA -5.072382
## 2134          NA           NA      NA       NA         NA  -6.271774        NA
## 2139          NA 10.631366730      NA       NA         NA         NA -5.208356
## 2181          NA           NA      NA       NA         NA         NA -4.871913
## 2190          NA  7.813839722      NA       NA -10.289677         NA -5.554273
## 2205          NA           NA      NA       NA         NA         NA -6.284264
## 2206          NA  0.076357803      NA       NA         NA         NA -4.131482
## 758           NA           NA      NA       NA -10.668065         NA -5.324072
## 820           NA  5.108280853      NA       NA -10.519809         NA -5.600880
## 1535          NA           NA      NA       NA  -9.850666         NA -4.430012
## 1546          NA           NA      NA       NA -10.118943         NA -4.464090
## 1555          NA  2.554779820      NA       NA         NA         NA -5.198144
## 1618          NA           NA      NA       NA         NA         NA -4.570648
## 1684          NA           NA      NA       NA         NA         NA -4.635513
## 1740          NA  6.704999924      NA       NA         NA         NA -5.174359
## 1746          NA  4.045999908      NA       NA         NA         NA -4.940552
## 2515          NA           NA      NA       NA         NA         NA        NA
## 2577          NA  5.745999953      NA       NA         NA         NA -5.274048
## 537           NA  3.986961940      NA       NA         NA         NA -5.720418
## 960           NA  8.929030293      NA       NA         NA         NA -4.770200
## 1068          NA  3.997659561      NA       NA -11.074522         NA -5.489004
## 12531         NA           NA      NA       NA         NA         NA        NA
## 1301          NA -0.306999993      NA       NA         NA         NA -4.696078
## 1487          NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1508          NA           NA      NA       NA -10.117679         NA -5.231375
## 1735          NA  2.390000025      NA       NA  -9.701488         NA -5.091646
## 2294          NA           NA      NA       NA         NA         NA -4.923186
## 805           NA  1.947894649      NA       NA  -9.975006         NA -4.706986
## 1563          NA  5.074891464      NA       NA         NA         NA -4.288570
## 1576          NA           NA      NA       NA         NA -11.044205        NA
## 1578          NA           NA      NA       NA         NA         NA -4.672783
## 1588          NA           NA      NA       NA -10.996832         NA        NA
## 1606          NA  1.635973638      NA       NA         NA         NA -4.289790
## 1644          NA           NA      NA       NA         NA -10.640909        NA
## 1650          NA           NA      NA       NA         NA         NA -4.776615
## 1655          NA           NA      NA       NA -14.103274  -6.240165        NA
## 1679          NA  3.439193479      NA       NA         NA         NA -4.823610
## 1698          NA  3.936097680      NA       NA         NA         NA -4.453029
## 1712   6.4376472           NA      NA       NA         NA  -6.772910        NA
## 1722          NA -3.591428484      NA       NA         NA         NA -4.471178
## 1745          NA  3.505714344      NA       NA         NA         NA -6.318825
## 2562          NA  1.171463568      NA       NA         NA         NA -5.092343
## 366           NA  5.005811143      NA       NA  -9.025195         NA -4.646252
## 389           NA  1.464265101      NA       NA         NA         NA -4.889734
## 424           NA           NA      NA       NA  -9.636036         NA -5.553007
## 1627   9.9066664           NA      NA       NA         NA  -5.049945        NA
## 1668          NA  1.669999957      NA       NA         NA         NA        NA
## 2123          NA           NA      NA       NA         NA -10.629171        NA
## 2146          NA  0.293454435      NA       NA         NA         NA -4.535273
## 21811         NA           NA      NA       NA         NA         NA -4.871913
## 231           NA  4.001031184      NA       NA -11.014451         NA -4.594588
## 592           NA -0.302422989      NA       NA         NA         NA -4.863577
## 813           NA  3.795714242      NA       NA -10.956021         NA -6.104386
## 1088          NA  8.520344701      NA       NA -11.634963         NA -5.559729
## 1449          NA  5.614028601      NA       NA         NA         NA -5.319866
## 1670          NA  3.108407573      NA       NA         NA         NA -4.573071
## 1945          NA           NA      NA       NA         NA         NA -5.412420
## 2306          NA  5.210000038      NA       NA -10.517032  -6.952709        NA
## 2527          NA  0.005621621      NA       NA         NA         NA        NA
## 340           NA           NA      NA       NA         NA         NA -4.954759
## 429           NA  5.538785815      NA       NA -10.359540         NA -5.106900
## 807           NA  3.870389468      NA       NA  -8.104561         NA -4.179390
## 9231          NA  3.999469145      NA       NA         NA         NA -4.524544
## 1867          NA  2.056000010      NA       NA  -8.549517         NA -4.818989
## 1956          NA  2.997849941      NA       NA -11.215586         NA -5.475330
## 2334          NA           NA      NA       NA -11.112517         NA -6.315432
## 2450          NA  0.625552125      NA       NA         NA         NA -4.789751
## 372           NA           NA      NA       NA         NA         NA -4.850977
## 412           NA  4.846441940      NA       NA         NA         NA -4.353950
## 775           NA  2.736363671      NA       NA  -8.714671         NA -4.640147
## 1358          NA  4.954285758      NA       NA -12.414409         NA -6.604662
## 1448          NA  3.918153733      NA       NA         NA         NA -4.607757
## 1899          NA  4.770000140      NA       NA  -8.722673         NA -4.072062
## 1939   3.4876963           NA      NA       NA         NA  -6.044874        NA
## 2302          NA           NA      NA       NA         NA         NA -5.476056
## 347           NA           NA      NA       NA         NA         NA -4.510356
## 743           NA  2.353447883      NA       NA  -8.532929         NA -4.696392
## 1374          NA           NA      NA       NA         NA         NA -5.778091
## 1376          NA  5.760806668      NA       NA -10.891675         NA -5.292933
## 14871         NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1509          NA  7.914285932      NA       NA         NA         NA -4.389427
## 1874   6.9199998           NA      NA       NA         NA  -6.638622        NA
## 2270          NA  2.421304959      NA       NA         NA         NA -4.332554
## 711           NA  6.047102323      NA       NA         NA         NA -4.129930
## 10421         NA  0.076363634      NA       NA         NA         NA -5.329944
## 1161          NA           NA      NA       NA         NA         NA -6.668750
## 1235          NA           NA      NA       NA  -9.972024         NA -5.258212
## 1300          NA           NA      NA       NA         NA  -7.998063        NA
## 1320          NA  2.252150505      NA       NA         NA         NA -5.064268
## 2238          NA  1.410341151      NA       NA         NA         NA        NA
## 2569          NA  1.077356656      NA       NA         NA         NA -4.799717
## 395           NA  2.242582224      NA       NA         NA         NA -4.738345
## 1429          NA -4.757272894      NA       NA         NA         NA -3.410361
## 1440          NA           NA      NA       NA         NA         NA -5.233207
## 1443          NA  6.233067034      NA       NA  -8.171292         NA -4.879215
## 1474          NA           NA      NA       NA         NA         NA -4.586814
## 1501          NA -0.037096773      NA       NA         NA         NA -5.386968
## 1502          NA           NA      NA       NA         NA         NA -3.686156
## 1504          NA           NA      NA       NA         NA         NA -4.721997
## 1516          NA           NA      NA       NA -10.073730         NA -4.693522
## 1922          NA           NA      NA       NA         NA         NA -4.363320
## 222           NA  5.752807228      NA       NA  -9.208234         NA -4.419014
## 4791          NA  4.873554845      NA       NA         NA         NA -4.220307
## 1254          NA  4.493478195      NA       NA -10.431276         NA -4.499160
## 1343          NA           NA      NA       NA -11.399667  -5.519554        NA
## 1671          NA           NA      NA       NA         NA         NA        NA
## 1705          NA           NA      NA       NA  -9.354853         NA -4.673614
## 1719          NA           NA      NA       NA         NA         NA -4.433957
## 1830          NA  2.777999878      NA       NA         NA         NA -5.303823
## 1172          NA           NA      NA       NA  -8.968598         NA -4.849424
## 11951         NA  6.183809371      NA       NA         NA         NA -5.215904
## 1311          NA           NA      NA       NA  -9.998525         NA -5.226359
## 1313          NA  4.932063511      NA       NA         NA         NA -4.823918
## 1353          NA -2.284589990      NA       NA         NA         NA -4.304745
## 1360          NA  4.579999924      NA       NA  -9.191716         NA -4.905090
## 1895          NA  6.655000051      NA       NA         NA         NA -5.189989
## 1983  11.1174048           NA      NA       NA         NA  -6.186480        NA
## 2248          NA  0.201158663      NA       NA         NA         NA -4.879906
## 2357          NA  5.639999928      NA       NA  -8.068710         NA -5.114883
## 226           NA  5.690764034      NA       NA  -9.523365         NA -4.688657
## 480           NA  3.903328621      NA       NA         NA         NA -4.317724
## 845           NA  3.974462840      NA       NA  -9.974303         NA -4.666556
## 1552          NA  5.760000229      NA       NA         NA         NA -5.179404
## 1609          NA  2.242763118      NA       NA  -7.615738         NA -4.028795
## 1703          NA           NA      NA 4.081429 -11.574626 -10.474548        NA
## 1728          NA           NA      NA       NA         NA         NA -4.754157
## 2145          NA  0.143960997      NA       NA         NA         NA -5.084793
## 249           NA  2.125848504      NA       NA  -8.564519         NA -3.957019
## 251           NA           NA      NA       NA  -9.911020         NA -5.213394
## 506           NA           NA      NA       NA         NA         NA        NA
## 556           NA  4.020783380      NA       NA  -9.896974         NA -4.631990
## 1208          NA  2.514285769      NA       NA         NA         NA -5.073508
## 1283          NA           NA      NA       NA         NA         NA -4.888592
## 1284          NA           NA      NA       NA  -8.962186         NA -4.768868
## 2345          NA -0.235454533      NA       NA         NA         NA -5.673766
## 2565          NA           NA      NA       NA         NA         NA -5.301020
## 317           NA  2.220689361      NA       NA         NA         NA -4.827159
## 335           NA           NA      NA       NA         NA         NA -4.318847
## 663           NA -1.294711963      NA       NA  -8.116269         NA -4.113409
## 1333          NA  3.089999914      NA       NA         NA         NA -5.503804
## 1475          NA  3.336363706      NA       NA         NA         NA -5.282384
## 19961  7.0349093           NA      NA       NA         NA  -9.438118        NA
## 2113          NA           NA      NA       NA -10.052602         NA -4.642433
## 2368          NA  2.629782635      NA       NA         NA         NA        NA
## 22            NA           NA      NA       NA         NA         NA -4.467612
## 63            NA           NA      NA       NA         NA         NA -4.574879
## 168           NA  8.034452804      NA       NA  -8.926458         NA -4.737968
## 174           NA           NA      NA       NA  -9.054480         NA -4.272592
## 673           NA  6.394467666      NA       NA -10.507148         NA -5.183278
## 1177          NA  4.409687519      NA       NA         NA         NA -4.324642
## 1180          NA           NA      NA       NA         NA         NA -3.611487
## 1260          NA  2.941830917      NA       NA         NA         NA -5.797818
## 1744          NA           NA      NA       NA         NA         NA -4.478747
## 1759          NA  7.789069597      NA       NA  -9.364091         NA -3.997093
## 2222          NA           NA      NA       NA         NA         NA        NA
## 2362          NA 10.438630400      NA       NA -10.348619         NA -5.733556
## 2530          NA           NA      NA       NA -11.281889         NA -5.221042
## 2600          NA  5.151000023      NA       NA         NA         NA -5.027743
## 2641          NA  3.133710589      NA       NA         NA         NA -5.458663
## 7581          NA           NA      NA       NA -10.668065         NA -5.324072
## 1178          NA -0.806666692      NA       NA         NA         NA -3.430012
## 1287          NA  4.833658358      NA       NA -10.263240         NA -4.891947
## 1445          NA  6.829999924      NA       NA         NA         NA        NA
## 19561         NA  2.997849941      NA       NA -11.215586         NA -5.475330
## 2229          NA  2.290741653      NA       NA         NA         NA -5.324077
## 2246          NA  2.863516808      NA       NA         NA         NA -4.308438
## 2312          NA  8.252608590      NA       NA         NA         NA -5.350558
## 2412          NA  6.800799805      NA       NA         NA         NA -5.438602
## 173           NA  7.053590117      NA       NA  -9.603340         NA -4.819740
## 315           NA  5.741198419      NA       NA         NA         NA -4.360760
## 376           NA           NA      NA       NA         NA         NA -5.232676
## 1630   6.4825001           NA      NA       NA         NA  -6.901444        NA
## 1646          NA  4.559999943      NA       NA         NA         NA -3.891499
## 1683          NA           NA      NA       NA         NA         NA -4.573952
## 1891          NA  4.563999939      NA       NA         NA         NA -3.986599
## 1930          NA -2.558177736      NA       NA         NA         NA        NA
## 2007          NA           NA      NA       NA         NA         NA -7.064996
## 2252          NA  5.296050072      NA       NA         NA         NA        NA
## 2471          NA  2.703846076      NA       NA         NA         NA -5.006621
## 2511          NA           NA      NA       NA  -9.037828         NA -3.804071
## 152           NA           NA      NA       NA         NA         NA -4.269497
## 307           NA           NA      NA       NA         NA         NA -4.250655
## 414           NA           NA      NA       NA         NA         NA -4.764302
## 1185          NA  6.935526396      NA       NA         NA         NA -4.055587
## 1331          NA  0.671438348      NA       NA -10.104827         NA -4.969092
## 1351          NA  4.698333422      NA       NA  -8.988858         NA -4.737952
## 1565   8.0299997           NA      NA       NA -13.197219  -9.430115 -4.878466
## 1718          NA  5.150000095      NA       NA         NA  -6.928225        NA
## 1808   8.3041668           NA      NA       NA -20.798319 -11.837257        NA
## 2013          NA  1.941691807      NA       NA  -9.443322         NA -5.047242
## 2031   5.6448635           NA      NA       NA         NA  -7.412693        NA
## 2090          NA  4.286735086      NA       NA         NA         NA -5.042974
## 598           NA  0.030957262      NA       NA  -7.652652         NA -4.373824
## 1155          NA           NA      NA       NA         NA         NA -3.439985
## 13581         NA  4.954285758      NA       NA -12.414409         NA -6.604662
## 1533          NA  3.434053988      NA       NA         NA         NA -4.772747
## 2025          NA  7.486914820      NA       NA         NA         NA -4.566206
## 2035          NA  8.800193541      NA       NA         NA         NA -5.594347
## 2307          NA  4.140486081      NA       NA         NA         NA -4.607128
## 2498          NA  6.505862006      NA       NA  -9.655062         NA -4.525008
## 5321          NA  8.445819536      NA       NA -10.439675         NA -5.503564
## 975           NA  3.249340596      NA       NA  -9.783916         NA        NA
## 1040          NA  5.221760495      NA       NA -10.286175         NA -4.716659
## 1214          NA           NA      NA       NA         NA         NA -4.285992
## 1612          NA           NA      NA       NA         NA  -9.809322        NA
## 2006          NA           NA      NA       NA         NA -10.892978        NA
## 2338          NA  7.155000166      NA       NA         NA         NA -6.139885
## 2504          NA           NA      NA       NA         NA         NA        NA
## 2536          NA  3.231428691      NA       NA  -8.804754         NA -5.040150
## 279           NA  5.306369845      NA       NA         NA         NA -4.206335
## 351           NA           NA      NA       NA  -9.757308         NA -4.303551
## 1336          NA  8.216666540      NA       NA         NA         NA -5.712292
## 13492         NA  0.328392846      NA       NA         NA         NA -3.865909
## 1356          NA           NA      NA       NA         NA         NA -4.868767
## 1417          NA  3.962727287      NA       NA         NA         NA -5.438849
## 15091         NA  7.914285932      NA       NA         NA         NA -4.389427
## 1542          NA           NA      NA       NA         NA         NA        NA
## 2055          NA  3.480316766      NA       NA  -8.575737         NA -3.903880
## 2273          NA           NA      NA       NA         NA         NA        NA
## 2499          NA  0.155999999      NA       NA         NA         NA -4.796617
## 2566          NA  4.393230732      NA       NA         NA         NA -5.071432
## 51            NA  4.066927239      NA       NA -10.960955         NA -5.478012
## 365           NA           NA      NA       NA         NA         NA -5.568272
## 552           NA           NA      NA       NA         NA         NA -4.809481
## 630           NA           NA      NA       NA         NA         NA -4.296733
## 1493          NA           NA      NA       NA         NA         NA -4.185570
## 1506          NA           NA      NA       NA         NA         NA -6.219780
## 1514          NA           NA      NA       NA         NA  -4.980896        NA
## 1925          NA           NA      NA       NA         NA         NA -4.954665
## 2349          NA           NA      NA       NA         NA         NA -5.044344
## 2413          NA  6.034999847      NA       NA         NA         NA -4.485569
## 2629          NA  3.615733306      NA       NA         NA         NA        NA
## 48            NA           NA      NA       NA  -8.636386         NA -4.461560
## 246           NA           NA      NA       NA         NA         NA -3.336956
## 1428          NA  5.278888702      NA       NA         NA         NA -5.322725
## 14872         NA  2.146756765      NA       NA  -9.329397         NA -4.582973
## 1503          NA           NA      NA       NA         NA         NA -4.623603
## 16981         NA  3.936097680      NA       NA         NA         NA -4.453029
## 1700          NA           NA      NA       NA         NA         NA -2.159984
## 2169   6.9944601           NA      NA       NA -16.420350  -9.178850        NA
## 2178          NA  2.231450979      NA       NA  -7.127040         NA -4.143423
## 2626          NA  2.940414948      NA       NA         NA         NA -5.851830
## 3951          NA  2.242582224      NA       NA         NA         NA -4.738345
## 1270          NA           NA      NA       NA -11.031031         NA        NA
## 1315          NA  6.269999981      NA       NA  -9.753140         NA -5.560247
## 1381          NA  3.078181874      NA       NA         NA         NA -4.862559
## 16531         NA           NA      NA       NA -16.262107  -7.937362        NA
## 1661          NA  3.164177231      NA       NA -10.004884         NA -5.330917
## 2027          NA  5.530114310      NA       NA  -8.186560         NA -4.400403
## 2128          NA  6.201969088      NA       NA         NA         NA -4.152002
## 1220          NA  1.572040791      NA       NA         NA         NA        NA
## 1369          NA  9.885555691      NA       NA         NA  -6.260255        NA
## 1392          NA           NA      NA       NA         NA         NA -5.531105
## 1751          NA  6.620000203      NA       NA         NA         NA -5.004587
## 1988          NA           NA      NA       NA         NA         NA -5.407345
## 2153          NA  6.560017544      NA       NA         NA         NA -5.199680
## 2167          NA  8.509000063      NA       NA  -9.715987         NA -4.813036
## 2437          NA  5.412717405      NA       NA  -9.096731         NA -5.393156
## 2454          NA  6.964773005      NA       NA         NA         NA -5.131899
## 2578          NA           NA      NA       NA         NA         NA        NA
## 1097          NA  8.931514195      NA       NA -11.456367  -7.932813 -5.360789
## 1209          NA           NA      NA       NA         NA         NA        NA
## 1335          NA  4.619999886      NA       NA -10.566838         NA -4.122916
## 1975          NA           NA      NA       NA  -8.949420         NA -4.949257
## 2187          NA  3.743199921      NA       NA         NA         NA -4.176553
## 2259          NA           NA      NA       NA  -9.941048         NA -4.655967
## 2341          NA  8.592726968      NA       NA         NA         NA -5.709538
## 2453          NA  7.743333181      NA       NA         NA         NA -6.066946
## 2522          NA           NA      NA       NA -10.036687         NA -7.453345
## 574           NA  2.722950545      NA       NA  -7.906071         NA        NA
## 590           NA  5.420457932      NA       NA -10.386717         NA -4.936708
## 983           NA           NA      NA       NA         NA         NA -4.957324
## 1013          NA  4.216312685      NA       NA  -8.761300         NA -5.082791
## 2076   3.6948900           NA      NA       NA         NA  -7.959687        NA
## 2158          NA           NA      NA       NA         NA         NA -4.627980
## 2177          NA  3.654157094      NA       NA         NA         NA        NA
## 2324          NA           NA      NA       NA         NA         NA -5.240524
## 182           NA  3.989821758      NA       NA  -9.888412         NA        NA
## 212           NA  4.082004062      NA       NA  -9.896730         NA -5.464066
## 333           NA  2.868460640      NA       NA  -9.986021         NA -4.944134
## 609           NA  5.013349937      NA       NA  -9.522418         NA -4.762290
## 1162          NA  4.084761847      NA       NA  -8.697743         NA -4.731559
## 1286          NA           NA      NA       NA  -9.999821         NA -7.521144
## 1426          NA           NA      NA       NA -10.074462         NA -5.073893
## 1611          NA  6.004067631      NA       NA         NA         NA -4.618970
## 1882          NA -0.525121968      NA       NA         NA         NA -4.141356
## 1958          NA  3.859204129      NA       NA         NA         NA -4.446592
## 2038          NA           NA      NA       NA         NA         NA -4.725638
## 2467          NA  5.130000114      NA       NA         NA         NA -2.652042
## 756           NA  3.209999847      NA       NA  -8.135382         NA -4.381351
## 780           NA  2.929090835      NA       NA         NA         NA -4.867240
## 991           NA  4.366975738      NA       NA         NA         NA        NA
## 1305          NA  5.174736826      NA       NA  -8.683033         NA -4.997015
## 1373          NA           NA      NA       NA         NA  -9.426294        NA
## 1459          NA  7.584756246      NA       NA         NA         NA -5.004751
## 1594          NA           NA      NA       NA -18.672369 -14.231179        NA
## 1860   8.5765118           NA      NA       NA         NA  -8.335572        NA
## 613           NA  7.024479956      NA       NA         NA         NA -4.763316
## 1108          NA  2.884551258      NA       NA -11.283953         NA -5.482660
## 2279          NA           NA      NA       NA         NA         NA -4.222604
## 2310          NA           NA      NA       NA -12.825948  -8.381259        NA
## 2333          NA           NA      NA       NA  -9.991076         NA -4.208741
## 2348          NA  0.994193539      NA       NA  -7.381788         NA -4.638189
## 2372          NA  2.594683490      NA       NA         NA         NA        NA
## 2526          NA           NA      NA       NA         NA         NA        NA
## 2574          NA           NA      NA       NA         NA         NA -4.976675
## 111           NA  4.585693263      NA       NA  -9.426685         NA -5.800314
## 1438          NA           NA      NA       NA -10.023947         NA -5.557865
## 15041         NA           NA      NA       NA         NA         NA -4.721997
## 1811          NA           NA      NA       NA         NA  -7.549848        NA
## 2092          NA  0.657484205      NA       NA         NA         NA -4.233742
## 2131   0.2643344           NA      NA       NA         NA  -9.082009        NA
## 2410          NA  5.496250153      NA       NA         NA         NA -5.448682
## 2539          NA  4.914589046      NA       NA         NA         NA -5.174343
## 1111          NA  4.585693263      NA       NA  -9.426685         NA -5.800314
## 14381         NA           NA      NA       NA -10.023947         NA -5.557865
## 15042         NA           NA      NA       NA         NA         NA -4.721997
## 18111         NA           NA      NA       NA         NA  -7.549848        NA
## 20921         NA  0.657484205      NA       NA         NA         NA -4.233742
## 21311  0.2643344           NA      NA       NA         NA  -9.082009        NA
## 24101         NA  5.496250153      NA       NA         NA         NA -5.448682
## 25391         NA  4.914589046      NA       NA         NA         NA -5.174343
## 529           NA           NA      NA       NA  -7.041407         NA -4.056743
## 638           NA  4.356768303      NA       NA         NA         NA        NA
## 951           NA           NA      NA       NA         NA         NA -3.988033
## 1505          NA           NA      NA       NA  -8.830023         NA -5.231250
## 1614          NA           NA      NA       NA         NA         NA -4.659317
## 1927          NA  3.803444474      NA       NA  -8.730762         NA -4.611033
## 2481          NA  1.889272794      NA       NA -10.099826         NA -4.688442
## 2590          NA  3.104858192      NA       NA         NA         NA -4.502353
## 467           NA  3.027999638      NA       NA         NA         NA -4.759966
##          VAA_SI     VAA_SL    VAA_CH     VAA_CS    VAA_FC     VAA_EP     VAA_PO
## 479   -5.319435  -6.462639 -6.647003         NA -5.696469         NA         NA
## 532          NA         NA -7.080462         NA -7.687160         NA         NA
## 1032  -4.978308  -7.474785 -7.226552         NA        NA         NA         NA
## 1042  -6.299472  -7.920063 -8.037998         NA        NA         NA         NA
## 1047         NA  -8.054935 -6.284832         NA        NA         NA         NA
## 1964  -5.619103  -7.964791 -6.852106         NA        NA         NA -3.8140207
## 2148         NA         NA        NA         NA        NA -17.721043         NA
## 2154         NA         NA        NA         NA        NA -11.527160         NA
## 2192  -5.783140         NA -6.602878         NA -4.781871         NA         NA
## 2241  -6.031177  -6.631532 -6.642904         NA        NA         NA         NA
## 447   -5.931150  -7.455802        NA         NA        NA         NA         NA
## 490   -5.837100         NA -7.442976         NA -6.376980         NA         NA
## 496   -6.144301         NA -7.715914         NA -6.130486         NA         NA
## 923   -6.305010  -7.634776 -6.928042         NA        NA         NA         NA
## 1038  -6.752508         NA -7.871126         NA        NA         NA         NA
## 1960         NA         NA        NA         NA        NA -14.165625         NA
## 1984  -5.230493  -7.355088        NA         NA        NA         NA         NA
## 1996         NA         NA        NA         NA        NA -14.821934         NA
## 2009  -5.320948         NA -7.347404         NA -7.048153         NA         NA
## 2051  -4.651500  -3.010192        NA         NA        NA         NA -1.5054169
## 2085  -5.895972  -6.350197        NA         NA        NA         NA         NA
## 342   -6.261025  -9.429125 -8.121352         NA        NA         NA         NA
## 362   -5.781527  -6.673307        NA         NA        NA         NA         NA
## 896          NA  -7.724796 -6.798687         NA        NA         NA         NA
## 1195  -6.250890  -8.359066 -7.027175         NA        NA         NA -1.4228290
## 1389         NA  -8.687171        NA         NA        NA         NA         NA
## 1393         NA         NA        NA         NA        NA         NA         NA
## 1463         NA  -7.910758 -6.645316         NA        NA         NA         NA
## 1767         NA  -7.512893 -7.281485         NA        NA         NA         NA
## 2587  -6.590359  -8.182986        NA         NA        NA         NA         NA
## 2607         NA  -6.752779 -7.801539         NA        NA         NA         NA
## 137          NA  -7.909244 -6.938580         NA        NA         NA -2.9027999
## 258          NA  -8.202377 -7.102502         NA        NA         NA -4.2488104
## 377   -6.049519  -6.131113 -7.280573         NA        NA         NA         NA
## 1581         NA         NA        NA         NA        NA -12.357331         NA
## 1640         NA  -7.203019        NA         NA        NA         NA         NA
## 2382  -6.491858  -8.362375        NA         NA        NA         NA         NA
## 2503         NA  -8.872718        NA         NA        NA         NA         NA
## 2622         NA         NA -5.704545         NA        NA         NA         NA
## 69           NA  -7.788434 -7.158394         NA -5.366412         NA         NA
## 136   -6.253975  -8.350689 -7.189398         NA -6.711175         NA         NA
## 1101  -6.436879  -9.365204 -8.370179         NA        NA         NA         NA
## 1268  -5.729410         NA -7.619714         NA        NA         NA         NA
## 1279  -6.203642  -7.012510 -7.889392         NA        NA         NA         NA
## 1308         NA  -7.414332        NA         NA -5.891662         NA         NA
## 1324         NA  -9.973237        NA         NA        NA         NA         NA
## 1330  -5.296545  -8.272405 -7.071807         NA        NA         NA         NA
## 2104         NA         NA        NA         NA        NA         NA         NA
## 2314         NA  -8.652433        NA         NA        NA         NA         NA
## 2381  -5.649400  -7.407964        NA         NA        NA         NA         NA
## 55    -6.448515  -9.139090 -8.433089         NA        NA         NA         NA
## 1153  -5.680031  -4.506710 -7.111249         NA        NA         NA         NA
## 1439         NA  -8.042077        NA         NA        NA         NA         NA
## 1617  -5.187179  -6.614205 -6.408383         NA        NA         NA         NA
## 1653         NA         NA        NA         NA        NA         NA         NA
## 1737  -5.445111  -6.849854 -7.285425         NA        NA         NA         NA
## 1926  -5.388374  -7.755279 -6.923991         NA -5.999591         NA         NA
## 2300  -6.078090  -7.083642        NA         NA        NA         NA         NA
## 238   -5.935884  -8.150939 -7.322607         NA        NA         NA         NA
## 1077  -5.897242  -8.839094 -6.739449         NA        NA         NA         NA
## 1159  -5.978536  -9.059363        NA         NA -7.568257         NA         NA
## 1253         NA  -6.956056        NA         NA        NA         NA         NA
## 1387  -6.667955  -7.254610 -7.301606         NA        NA         NA         NA
## 1450  -4.045779         NA -6.414605         NA        NA         NA         NA
## 1915         NA  -7.993122 -8.178571         NA        NA         NA         NA
## 2483         NA  -8.449907        NA         NA        NA         NA         NA
## 612   -5.656265  -8.046524 -7.107561         NA        NA         NA         NA
## 1229         NA         NA        NA         NA        NA         NA         NA
## 1231         NA  -7.905443 -7.493430         NA -6.406901         NA         NA
## 1349  -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 1553  -5.241311  -8.026668 -6.581591         NA        NA         NA         NA
## 1660  -5.840211  -7.618938 -8.569469         NA        NA         NA         NA
## 1663         NA  -8.277978 -6.953044         NA -7.328720         NA         NA
## 1959         NA         NA        NA         NA        NA  -9.861529         NA
## 6121  -5.656265  -8.046524 -7.107561         NA        NA         NA         NA
## 12291        NA         NA        NA         NA        NA         NA         NA
## 12311        NA  -7.905443 -7.493430         NA -6.406901         NA         NA
## 13491 -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 15531 -5.241311  -8.026668 -6.581591         NA        NA         NA         NA
## 16601 -5.840211  -7.618938 -8.569469         NA        NA         NA         NA
## 16631        NA  -8.277978 -6.953044         NA -7.328720         NA         NA
## 19591        NA         NA        NA         NA        NA  -9.861529         NA
## 476   -4.403719         NA -6.597826         NA -5.315120         NA         NA
## 527   -6.872606  -8.117729 -7.814831         NA        NA         NA         NA
## 576   -6.080974         NA -7.727112         NA -7.412321         NA         NA
## 2047         NA         NA        NA         NA        NA         NA         NA
## 2118         NA  -7.933158 -6.914863         NA        NA         NA         NA
## 2133  -6.175587  -8.052441 -7.037243         NA -7.768482         NA         NA
## 2134         NA         NA        NA         NA        NA         NA         NA
## 2139         NA  -8.931365 -4.527853         NA        NA         NA         NA
## 2181         NA  -7.844351        NA         NA        NA         NA         NA
## 2190         NA  -8.375083 -7.858136         NA -7.673683         NA         NA
## 2205         NA  -7.647957        NA         NA -5.410230         NA         NA
## 2206  -5.957776         NA -7.015228         NA        NA         NA         NA
## 758          NA  -9.482789        NA         NA -7.344369         NA         NA
## 820   -5.646828  -9.135567 -7.749083         NA -4.707360         NA -5.7222260
## 1535         NA         NA        NA         NA        NA         NA         NA
## 1546         NA  -8.149111        NA         NA        NA         NA         NA
## 1555  -6.149410         NA -7.718390         NA -7.200415         NA         NA
## 1618  -6.525707  -9.064558        NA         NA -5.694541         NA         NA
## 1684         NA  -8.652933        NA         NA        NA         NA         NA
## 1740         NA  -8.705338 -6.421699         NA        NA         NA         NA
## 1746         NA  -7.527387 -6.927134         NA        NA         NA         NA
## 2515  -6.343056  -7.859390        NA         NA        NA         NA         NA
## 2577         NA  -7.992779 -6.915029         NA        NA         NA         NA
## 537   -6.830021  -8.353209 -7.546165         NA -6.172986         NA         NA
## 960          NA  -8.283015 -7.342779         NA        NA         NA         NA
## 1068         NA         NA -7.705216         NA -6.011460         NA         NA
## 12531        NA  -6.956056        NA         NA        NA         NA         NA
## 1301  -5.911844  -7.826324 -7.803100         NA -5.991294         NA         NA
## 1487         NA  -7.385388        NA         NA        NA         NA         NA
## 1508         NA         NA        NA         NA -7.705238         NA         NA
## 1735  -6.372454  -7.690430 -7.841585         NA        NA         NA         NA
## 2294  -5.303682  -7.844937        NA         NA        NA         NA         NA
## 805   -6.303089         NA -7.906812         NA        NA         NA         NA
## 1563         NA  -7.582192 -7.023815         NA -6.709711         NA         NA
## 1576         NA         NA        NA         NA        NA         NA         NA
## 1578         NA  -7.784817        NA         NA        NA         NA         NA
## 1588         NA  -7.711333        NA         NA        NA         NA         NA
## 1606         NA         NA -7.503849         NA        NA         NA         NA
## 1644         NA         NA        NA         NA        NA         NA         NA
## 1650         NA  -8.386143        NA         NA -5.527999         NA         NA
## 1655         NA         NA        NA         NA        NA         NA         NA
## 1679         NA  -7.918896 -6.829096         NA        NA         NA         NA
## 1698         NA  -7.584662 -6.593736         NA        NA         NA         NA
## 1712         NA         NA        NA         NA        NA -16.890521         NA
## 1722  -5.229269  -5.886854 -6.848571         NA        NA         NA         NA
## 1745  -5.531203  -7.720096 -6.584669         NA        NA         NA         NA
## 2562         NA  -7.932176 -7.841058         NA        NA         NA         NA
## 366          NA  -6.859804 -7.185214         NA -5.349626         NA         NA
## 389   -5.892940  -7.854492 -7.784136         NA        NA         NA         NA
## 424   -5.890648  -7.554387        NA         NA -3.964023         NA         NA
## 1627         NA         NA        NA         NA        NA  -9.522015         NA
## 1668  -5.231991  -7.613779 -7.020230         NA -4.975792         NA         NA
## 2123         NA         NA        NA         NA        NA         NA         NA
## 2146  -5.729897  -8.313199 -8.851836         NA        NA         NA         NA
## 21811        NA  -7.844351        NA         NA        NA         NA         NA
## 231          NA  -7.921641 -7.447840         NA -6.842825         NA         NA
## 592   -6.158243  -7.680637 -7.772469         NA        NA         NA         NA
## 813          NA  -8.378410 -7.629322         NA        NA         NA         NA
## 1088         NA         NA -7.468767         NA -7.236637         NA         NA
## 1449  -6.672459  -7.483129 -7.192439         NA        NA         NA         NA
## 1670  -5.306016  -7.248451 -6.836473         NA        NA         NA         NA
## 1945  -6.129729  -8.861554        NA         NA        NA         NA         NA
## 2306         NA         NA -9.459287         NA        NA         NA         NA
## 2527  -6.334046  -8.634111 -7.739360         NA -6.908688         NA         NA
## 340   -5.654331         NA -7.492058         NA -6.949021         NA         NA
## 429   -6.111334  -9.032206 -7.517489         NA -6.538711         NA         NA
## 807          NA  -7.027094 -6.752716         NA        NA         NA         NA
## 9231  -6.305010  -7.634776 -6.928042         NA        NA         NA         NA
## 1867         NA         NA -7.894903         NA        NA         NA         NA
## 1956         NA         NA -6.918713         NA        NA         NA         NA
## 2334  -7.035445  -8.098878        NA         NA        NA         NA         NA
## 2450  -5.774911  -8.090325 -7.685387         NA        NA         NA         NA
## 372   -6.410409  -7.751039 -6.860563 -12.695015 -6.312616         NA -2.1807439
## 412          NA         NA -6.559870         NA -5.544935         NA         NA
## 775          NA  -7.700476 -6.743651         NA -2.356645         NA         NA
## 1358         NA  -7.141780 -8.472010         NA        NA         NA         NA
## 1448  -5.201188  -7.435845 -6.906850         NA        NA         NA         NA
## 1899  -6.594848  -8.389929 -6.037107         NA -5.605251         NA         NA
## 1939         NA         NA        NA         NA        NA -18.557509         NA
## 2302  -5.973490  -8.747630        NA         NA        NA         NA         NA
## 347   -5.604504  -7.349595        NA         NA        NA         NA         NA
## 743   -5.963767  -7.229406 -7.335046         NA        NA         NA         NA
## 1374         NA  -8.663042        NA         NA        NA         NA         NA
## 1376         NA         NA -7.905103         NA -5.315043         NA         NA
## 14871        NA  -7.385388        NA         NA        NA         NA         NA
## 1509         NA  -8.089926 -5.709705         NA        NA         NA         NA
## 1874         NA         NA        NA         NA        NA  -9.661315         NA
## 2270         NA  -7.074627 -8.318489         NA        NA         NA         NA
## 711   -4.572750  -7.570465 -6.475651         NA        NA         NA         NA
## 10421 -6.299472  -7.920063 -8.037998         NA        NA         NA         NA
## 1161         NA         NA        NA         NA -6.574096         NA         NA
## 1235         NA  -9.016854        NA         NA        NA         NA         NA
## 1300         NA         NA        NA         NA        NA         NA         NA
## 1320         NA  -8.313573 -7.515030         NA        NA         NA         NA
## 2238  -6.473584  -7.558200 -7.476014         NA -5.841284         NA         NA
## 2569  -5.911376         NA -6.491002         NA -7.424577         NA         NA
## 395          NA         NA -8.620551         NA        NA         NA         NA
## 1429  -5.137913  -5.514184 -6.424001         NA        NA         NA         NA
## 1440  -5.314769  -8.426999        NA         NA        NA         NA         NA
## 1443         NA         NA -8.044933  -6.250968        NA         NA         NA
## 1474         NA  -7.755912        NA         NA        NA         NA         NA
## 1501         NA  -7.765434 -7.472889         NA        NA         NA         NA
## 1502  -5.042599  -5.572055        NA         NA        NA         NA         NA
## 1504         NA  -8.143085 -8.746427         NA        NA         NA         NA
## 1516         NA         NA        NA         NA -2.625721         NA         NA
## 1922         NA  -7.682923        NA         NA        NA         NA         NA
## 222          NA  -7.360230 -6.902845         NA        NA         NA         NA
## 4791  -5.319435  -6.462639 -6.647003         NA -5.696469         NA         NA
## 1254  -5.240192  -6.728757 -6.725591         NA        NA         NA         NA
## 1343         NA         NA        NA         NA        NA         NA         NA
## 1671  -6.263508  -8.034139        NA         NA        NA         NA         NA
## 1705  -5.571803  -7.786621        NA         NA        NA         NA         NA
## 1719  -6.093545  -8.371393        NA         NA        NA         NA         NA
## 1830         NA  -8.263231 -7.643130         NA        NA         NA         NA
## 1172         NA  -7.973397        NA         NA        NA         NA         NA
## 11951 -6.250890  -8.359066 -7.027175         NA        NA         NA -1.4228290
## 1311  -5.768906  -7.325653        NA         NA        NA         NA         NA
## 1313  -5.236180  -7.774518 -6.577099         NA        NA         NA         NA
## 1353         NA  -6.445263 -8.194542         NA        NA         NA         NA
## 1360  -5.914574         NA -6.876642         NA        NA         NA -3.3277109
## 1895         NA  -8.977593 -6.987047         NA        NA         NA         NA
## 1983         NA         NA        NA         NA        NA -10.682830         NA
## 2248         NA         NA -7.589932         NA        NA         NA         NA
## 2357         NA  -8.021163 -7.297114         NA        NA         NA         NA
## 226          NA  -7.874508 -7.490196         NA        NA         NA         NA
## 480   -5.130671  -8.192087 -6.645688         NA -6.456958         NA         NA
## 845   -5.909635  -8.187169 -7.233903         NA        NA         NA         NA
## 1552  -6.020711  -8.547908 -6.220478         NA        NA         NA         NA
## 1609  -5.830192  -5.931220 -6.721058         NA        NA         NA         NA
## 1703         NA         NA        NA         NA        NA         NA         NA
## 1728  -5.366612  -6.933412        NA         NA        NA         NA         NA
## 2145         NA  -7.615637 -5.522073         NA        NA         NA         NA
## 249          NA  -7.415371 -6.524950         NA        NA         NA         NA
## 251   -6.688235  -8.187544        NA         NA        NA         NA         NA
## 506   -5.829058         NA        NA         NA -7.344279         NA         NA
## 556   -5.894291  -7.461410 -7.801021         NA        NA         NA         NA
## 1208  -6.609844  -7.018641 -7.691807         NA        NA         NA         NA
## 1283         NA  -9.354484        NA         NA        NA         NA         NA
## 1284         NA  -8.575457        NA         NA        NA         NA         NA
## 2345  -7.011918  -7.918105 -8.467533         NA        NA         NA         NA
## 2565  -5.907047  -7.368853        NA         NA        NA         NA         NA
## 317   -6.030845         NA -6.764016         NA -5.997724         NA         NA
## 335          NA  -8.345132 -4.717651         NA        NA         NA         NA
## 663   -6.681344         NA -7.842637         NA        NA         NA         NA
## 1333  -6.451832  -8.773864        NA         NA        NA         NA         NA
## 1475         NA  -8.002377 -7.204258         NA        NA         NA         NA
## 19961        NA         NA        NA         NA        NA -14.821934         NA
## 2113         NA  -7.675503        NA         NA        NA         NA         NA
## 2368  -6.343418  -8.235996 -7.492667         NA        NA         NA         NA
## 22           NA  -8.795795        NA         NA -5.252309         NA         NA
## 63           NA         NA        NA         NA        NA         NA         NA
## 168   -5.858935  -7.617101 -6.790453         NA        NA         NA         NA
## 174   -5.441371         NA        NA         NA -5.899072         NA         NA
## 673          NA  -7.914921 -7.226867         NA -7.783689         NA         NA
## 1177  -5.189729  -6.856579 -6.281646         NA -6.375606         NA         NA
## 1180         NA         NA        NA         NA        NA         NA         NA
## 1260         NA  -7.998777 -8.868680         NA        NA         NA         NA
## 1744  -5.208853  -6.938769        NA         NA        NA         NA         NA
## 1759  -3.689993  -7.818218 -6.209757         NA        NA         NA         NA
## 2222  -6.408523  -7.410849        NA         NA        NA         NA         NA
## 2362  -6.066550         NA -7.765544         NA        NA         NA         NA
## 2530         NA  -8.178814        NA         NA        NA         NA         NA
## 2600  -5.444747  -7.509798 -7.017995         NA        NA         NA         NA
## 2641         NA  -8.432455 -7.728107         NA        NA         NA         NA
## 7581         NA  -9.482789        NA         NA -7.344369         NA         NA
## 1178  -4.915425  -7.265872 -5.982246         NA        NA         NA         NA
## 1287         NA  -8.361991 -8.094805         NA -6.173796         NA         NA
## 1445         NA  -7.963784 -6.947113         NA        NA         NA         NA
## 19561        NA         NA -6.918713         NA        NA         NA         NA
## 2229         NA  -7.660359 -7.403409         NA        NA         NA         NA
## 2246  -5.912760  -7.377432 -6.975020         NA        NA         NA         NA
## 2312  -6.268279         NA -8.046073         NA -8.048872         NA         NA
## 2412         NA  -8.107995 -7.503841         NA        NA         NA         NA
## 173          NA  -8.800038 -6.339570         NA        NA         NA         NA
## 315          NA  -7.833358 -6.254654         NA        NA         NA         NA
## 376          NA -10.471863        NA         NA        NA         NA         NA
## 1630         NA         NA        NA         NA        NA -13.157723         NA
## 1646  -5.152577  -7.379989 -7.131462         NA        NA         NA         NA
## 1683         NA  -6.696915        NA         NA        NA         NA -4.6649278
## 1891  -5.680992  -8.025225 -7.494495         NA        NA         NA         NA
## 1930  -4.213348         NA -8.203013         NA -4.723535         NA         NA
## 2007  -7.254436  -8.938922        NA         NA        NA         NA         NA
## 2252  -6.403483  -8.027435 -8.072940         NA        NA         NA         NA
## 2471         NA  -7.788243 -6.130004         NA        NA         NA         NA
## 2511         NA  -6.987368        NA         NA        NA         NA         NA
## 152   -5.812242  -7.597093        NA         NA -6.402351         NA         NA
## 307   -5.334508         NA        NA         NA        NA         NA         NA
## 414   -5.823369  -8.334530        NA         NA -5.195765         NA         NA
## 1185         NA  -8.316109 -6.545207         NA -6.727611         NA         NA
## 1331  -5.886963         NA -7.692612         NA -6.463905         NA         NA
## 1351         NA  -6.213589 -7.951576         NA        NA         NA         NA
## 1565         NA  -9.459113        NA         NA        NA -15.866977         NA
## 1718         NA         NA -5.524144         NA        NA         NA         NA
## 1808         NA         NA        NA         NA        NA -16.811323         NA
## 2013  -6.296661  -7.702716 -7.930589         NA        NA         NA         NA
## 2031         NA         NA        NA         NA        NA -10.900717         NA
## 2090  -5.530322  -7.688984 -7.207683         NA        NA         NA         NA
## 598   -5.917668         NA -7.278634         NA -5.669922         NA         NA
## 1155  -5.928713  -6.112395        NA         NA        NA         NA         NA
## 13581        NA  -7.141780 -8.472010         NA        NA         NA         NA
## 1533         NA  -8.471982 -7.608576         NA -6.684066         NA         NA
## 2025  -5.385442  -7.873924 -6.763069         NA -6.829727         NA         NA
## 2035         NA  -9.020390 -7.407927         NA        NA         NA         NA
## 2307  -5.593322  -7.399952 -6.387522         NA        NA         NA         NA
## 2498         NA         NA -6.220933         NA -6.710759         NA         NA
## 5321         NA         NA -7.080462         NA -7.687160         NA         NA
## 975          NA  -8.136291 -7.418633         NA        NA         NA         NA
## 1040  -5.115311         NA -7.126457         NA        NA         NA         NA
## 1214         NA  -8.777440        NA         NA -6.178247         NA         NA
## 1612         NA         NA        NA         NA        NA         NA         NA
## 2006         NA         NA        NA         NA        NA         NA         NA
## 2338  -7.267217  -9.775545 -7.963711         NA -6.857940         NA         NA
## 2504  -7.539241  -9.037968        NA         NA        NA         NA         NA
## 2536         NA  -9.080892 -7.376556         NA        NA         NA         NA
## 279          NA  -8.367802 -6.186172         NA        NA         NA         NA
## 351          NA         NA        NA         NA -6.984242         NA         NA
## 1336         NA  -8.561631 -6.330391         NA        NA         NA         NA
## 13492 -5.030704  -7.412452 -6.749032         NA        NA         NA         NA
## 1356         NA  -7.790555        NA         NA        NA         NA         NA
## 1417  -5.876210  -8.074195 -7.391518         NA        NA         NA         NA
## 15091        NA  -8.089926 -5.709705         NA        NA         NA         NA
## 1542  -5.672410  -9.948255        NA         NA -5.891446         NA         NA
## 2055         NA  -7.538930 -7.053668         NA        NA         NA         NA
## 2273  -6.533938  -7.922369        NA         NA        NA         NA         NA
## 2499  -5.939543  -7.704237 -7.332714         NA        NA         NA         NA
## 2566  -5.767506  -7.481984 -6.913345         NA -8.031598         NA         NA
## 51    -6.096737  -9.635336 -8.381436         NA -7.362796         NA         NA
## 365   -7.096155  -7.756386        NA         NA        NA         NA         NA
## 552          NA  -8.085004        NA         NA        NA         NA         NA
## 630   -5.043680  -7.349152 -5.814875         NA -5.381337         NA         NA
## 1493         NA  -6.711012        NA         NA        NA         NA         NA
## 1506         NA  -7.748174        NA         NA -5.683369         NA         NA
## 1514         NA         NA        NA         NA        NA         NA         NA
## 1925         NA  -6.957347        NA         NA        NA         NA         NA
## 2349  -7.571104  -8.370746        NA         NA        NA         NA         NA
## 2413  -5.093138         NA -8.583211         NA        NA         NA         NA
## 2629  -6.427033  -7.488013 -6.716314         NA        NA         NA         NA
## 48           NA         NA        NA         NA        NA         NA         NA
## 246   -5.229781  -5.469122 -6.600453         NA        NA         NA         NA
## 1428         NA         NA -6.613245         NA        NA         NA         NA
## 14872        NA  -7.385388        NA         NA        NA         NA         NA
## 1503  -5.737944  -8.258674        NA         NA        NA         NA         NA
## 16981        NA  -7.584662 -6.593736         NA        NA         NA         NA
## 1700  -4.460505  -3.340059        NA         NA        NA         NA -0.6463055
## 2169         NA         NA        NA         NA        NA  -9.193464         NA
## 2178         NA  -7.380499 -8.065920         NA        NA         NA         NA
## 2626         NA  -8.779209 -7.538739         NA        NA         NA         NA
## 3951         NA         NA -8.620551         NA        NA         NA         NA
## 1270         NA  -9.209931        NA         NA -6.225634         NA         NA
## 1315         NA         NA -7.685148         NA        NA         NA         NA
## 1381         NA  -7.949644 -7.208279         NA        NA         NA         NA
## 16531        NA         NA        NA         NA        NA         NA         NA
## 1661  -6.018023  -7.856276 -7.433795         NA        NA         NA         NA
## 2027         NA  -6.746904 -6.356973         NA        NA         NA         NA
## 2128         NA         NA -6.702232         NA        NA         NA         NA
## 1220  -6.178499  -7.147083 -7.747310         NA        NA         NA         NA
## 1369         NA         NA        NA         NA        NA -10.195046         NA
## 1392  -6.590529  -8.298011        NA         NA        NA         NA         NA
## 1751         NA  -8.254354 -5.994026         NA        NA         NA         NA
## 1988  -6.535353  -7.367275        NA         NA        NA         NA         NA
## 2153         NA  -8.093723 -7.594162         NA        NA         NA         NA
## 2167         NA         NA -6.265995         NA        NA         NA         NA
## 2437         NA  -8.896514 -8.158591         NA        NA         NA         NA
## 2454  -5.666897  -7.579357 -7.140580         NA        NA         NA         NA
## 2578  -5.707481         NA        NA         NA -7.890440         NA         NA
## 1097  -5.760302  -7.673908 -6.677944         NA        NA         NA         NA
## 1209  -7.023344         NA        NA         NA        NA         NA         NA
## 1335         NA  -8.204107 -6.040210         NA        NA         NA         NA
## 1975         NA  -8.878801        NA         NA        NA         NA         NA
## 2187         NA         NA -6.268891         NA -5.894485         NA         NA
## 2259         NA  -7.700654        NA         NA        NA         NA         NA
## 2341         NA  -9.992689 -7.371123         NA        NA         NA         NA
## 2453  -6.477584  -9.581538 -6.669389         NA        NA         NA         NA
## 2522         NA  -8.590813        NA         NA        NA         NA         NA
## 574   -5.387112         NA -7.725979         NA -5.618511         NA         NA
## 590          NA  -7.779286 -7.392944         NA        NA         NA         NA
## 983   -6.019212  -7.916529        NA         NA        NA         NA         NA
## 1013  -5.667369         NA -7.066013 -10.608431 -6.456938         NA         NA
## 2076         NA         NA        NA         NA        NA -18.645366         NA
## 2158  -5.467082  -6.905338        NA         NA        NA         NA         NA
## 2177  -5.802012  -7.526248 -6.669631         NA        NA         NA         NA
## 2324         NA  -8.280388        NA         NA        NA         NA         NA
## 182   -6.454504  -8.538163 -7.153104         NA -6.066532         NA         NA
## 212   -6.153786         NA -7.745637         NA -6.670691         NA         NA
## 333   -6.416407  -8.230641 -7.959287         NA        NA         NA         NA
## 609          NA         NA -6.959100         NA        NA         NA         NA
## 1162  -5.299328         NA -5.875430         NA -7.155103         NA         NA
## 1286  -6.738909  -8.259631        NA         NA        NA         NA         NA
## 1426  -5.135894         NA        NA         NA        NA         NA         NA
## 1611  -5.416782  -7.953044 -7.164198         NA        NA         NA         NA
## 1882         NA  -6.706965 -7.459861         NA        NA         NA         NA
## 1958  -4.827181  -7.411925 -6.394717         NA        NA         NA         NA
## 2038         NA  -6.966627        NA         NA        NA         NA         NA
## 2467  -6.784867  -8.334487        NA         NA        NA         NA         NA
## 756          NA         NA -6.873113         NA        NA         NA         NA
## 780          NA  -8.132917 -7.425450         NA        NA         NA         NA
## 991   -5.266414  -7.773085 -6.556167         NA        NA         NA         NA
## 1305         NA  -7.092250 -6.924751         NA        NA         NA         NA
## 1373         NA         NA        NA         NA        NA         NA         NA
## 1459         NA  -7.463284 -6.873451         NA -6.038685         NA         NA
## 1594         NA         NA        NA         NA        NA         NA         NA
## 1860         NA         NA        NA         NA        NA -12.756990         NA
## 613   -6.161680  -8.254413 -6.258057         NA        NA         NA         NA
## 1108  -6.038617  -7.536615 -7.335672         NA        NA         NA         NA
## 2279         NA  -7.915876        NA         NA        NA         NA         NA
## 2310         NA         NA        NA         NA        NA         NA         NA
## 2333  -5.850501         NA        NA         NA        NA         NA         NA
## 2348  -5.790581         NA -6.923053         NA        NA         NA         NA
## 2372  -6.923685  -8.499992 -7.871884         NA        NA         NA         NA
## 2526  -5.569102 -10.063057        NA         NA        NA         NA         NA
## 2574  -5.622447  -9.514810        NA         NA -8.119077         NA         NA
## 111   -6.048502  -8.081265 -7.249896         NA        NA         NA         NA
## 1438  -5.998412  -8.376606        NA         NA        NA         NA         NA
## 15041        NA  -8.143085 -8.746427         NA        NA         NA         NA
## 1811         NA         NA        NA         NA        NA  -8.310037         NA
## 2092  -5.684062         NA -7.412887         NA -4.824857         NA         NA
## 2131         NA         NA        NA         NA        NA -13.696087         NA
## 2410         NA  -7.952405 -7.669649         NA        NA         NA         NA
## 2539         NA         NA -7.686127         NA        NA         NA         NA
## 1111  -6.048502  -8.081265 -7.249896         NA        NA         NA         NA
## 14381 -5.998412  -8.376606        NA         NA        NA         NA         NA
## 15042        NA  -8.143085 -8.746427         NA        NA         NA         NA
## 18111        NA         NA        NA         NA        NA  -8.310037         NA
## 20921 -5.684062         NA -7.412887         NA -4.824857         NA         NA
## 21311        NA         NA        NA         NA        NA -13.696087         NA
## 24101        NA  -7.952405 -7.669649         NA        NA         NA         NA
## 25391        NA         NA -7.686127         NA        NA         NA         NA
## 529          NA         NA        NA         NA        NA         NA         NA
## 638   -5.919234  -6.823135 -6.871089         NA        NA         NA         NA
## 951          NA  -7.848443        NA         NA -5.858205         NA         NA
## 1505         NA         NA        NA         NA        NA         NA         NA
## 1614         NA  -7.810438        NA         NA -6.873909         NA         NA
## 1927  -5.918769         NA -7.865453         NA -5.536519         NA         NA
## 2481         NA         NA -7.241421         NA        NA         NA         NA
## 2590         NA         NA -7.065073         NA -6.862710         NA         NA
## 467          NA  -6.565631 -7.769103         NA        NA         NA         NA
##          VAA_ST    VAA_FS     VAA_KC    VAA_SV VAA_NA VAA_FO   VAA_KN VAA_SC
## 479          NA        NA         NA        NA     NA     NA       NA     NA
## 532          NA        NA         NA        NA     NA     NA       NA     NA
## 1032         NA        NA         NA        NA     NA     NA       NA     NA
## 1042         NA        NA         NA        NA     NA     NA       NA     NA
## 1047         NA        NA         NA        NA     NA     NA       NA     NA
## 1964  -8.043058        NA         NA        NA     NA     NA       NA     NA
## 2148         NA        NA         NA        NA     NA     NA       NA     NA
## 2154         NA        NA         NA        NA     NA     NA       NA     NA
## 2192  -6.321652        NA         NA        NA     NA     NA       NA     NA
## 2241         NA        NA         NA        NA     NA     NA       NA     NA
## 447          NA -8.035338         NA        NA     NA     NA       NA     NA
## 490          NA        NA  -9.101946        NA     NA     NA       NA     NA
## 496          NA        NA         NA        NA     NA     NA       NA     NA
## 923          NA        NA  -9.154909        NA     NA     NA       NA     NA
## 1038         NA        NA         NA        NA     NA     NA       NA     NA
## 1960         NA        NA         NA        NA     NA     NA       NA     NA
## 1984         NA -6.800109         NA        NA     NA     NA       NA     NA
## 1996         NA        NA         NA        NA     NA     NA       NA     NA
## 2009         NA        NA         NA        NA     NA     NA       NA     NA
## 2051         NA        NA         NA        NA     NA     NA       NA     NA
## 2085  -7.186719 -7.494193         NA        NA     NA     NA       NA     NA
## 342          NA        NA         NA        NA     NA     NA       NA     NA
## 362   -8.515428 -8.268034         NA        NA     NA     NA       NA     NA
## 896          NA        NA         NA        NA     NA     NA       NA     NA
## 1195         NA        NA         NA        NA     NA     NA       NA     NA
## 1389         NA        NA         NA        NA     NA     NA       NA     NA
## 1393         NA        NA         NA        NA     NA     NA       NA     NA
## 1463         NA        NA         NA        NA     NA     NA       NA     NA
## 1767         NA        NA         NA        NA     NA     NA       NA     NA
## 2587         NA        NA         NA        NA     NA     NA       NA     NA
## 2607  -7.715550        NA         NA        NA     NA     NA       NA     NA
## 137          NA        NA         NA        NA     NA     NA       NA     NA
## 258          NA        NA -11.359082        NA     NA     NA       NA     NA
## 377          NA        NA         NA        NA     NA     NA       NA     NA
## 1581         NA        NA         NA        NA     NA     NA       NA     NA
## 1640         NA        NA         NA        NA     NA     NA       NA     NA
## 2382         NA        NA         NA        NA     NA     NA       NA     NA
## 2503         NA        NA         NA        NA     NA     NA       NA     NA
## 2622         NA        NA         NA        NA     NA     NA       NA     NA
## 69           NA        NA         NA        NA     NA     NA       NA     NA
## 136          NA        NA         NA        NA     NA     NA       NA     NA
## 1101         NA        NA         NA        NA     NA     NA       NA     NA
## 1268         NA        NA -10.360080        NA     NA     NA       NA     NA
## 1279         NA        NA         NA        NA     NA     NA       NA     NA
## 1308         NA        NA -11.283924        NA     NA     NA       NA     NA
## 1324         NA        NA         NA        NA     NA     NA       NA     NA
## 1330         NA        NA         NA        NA     NA     NA       NA     NA
## 2104         NA        NA         NA        NA     NA     NA       NA     NA
## 2314         NA        NA         NA        NA     NA     NA       NA     NA
## 2381         NA        NA         NA        NA     NA     NA       NA     NA
## 55           NA        NA         NA        NA     NA     NA       NA     NA
## 1153         NA        NA         NA        NA     NA     NA       NA     NA
## 1439         NA        NA         NA        NA     NA     NA       NA     NA
## 1617         NA        NA         NA        NA     NA     NA       NA     NA
## 1653         NA        NA         NA        NA     NA     NA       NA     NA
## 1737         NA        NA         NA        NA     NA     NA       NA     NA
## 1926         NA        NA         NA        NA     NA     NA       NA     NA
## 2300         NA        NA         NA        NA     NA     NA       NA     NA
## 238   -8.420025        NA         NA        NA     NA     NA       NA     NA
## 1077         NA        NA         NA        NA     NA     NA       NA     NA
## 1159         NA        NA         NA        NA     NA     NA       NA     NA
## 1253         NA        NA         NA        NA     NA     NA       NA     NA
## 1387         NA        NA         NA        NA     NA     NA       NA     NA
## 1450         NA        NA         NA        NA     NA     NA       NA     NA
## 1915         NA        NA         NA        NA     NA     NA       NA     NA
## 2483         NA        NA         NA        NA     NA     NA       NA     NA
## 612          NA        NA         NA        NA     NA     NA       NA     NA
## 1229         NA        NA         NA        NA     NA     NA       NA     NA
## 1231         NA        NA         NA        NA     NA     NA       NA     NA
## 1349         NA        NA         NA        NA     NA     NA       NA     NA
## 1553         NA        NA         NA        NA     NA     NA       NA     NA
## 1660         NA        NA         NA        NA     NA     NA       NA     NA
## 1663         NA        NA         NA        NA     NA     NA       NA     NA
## 1959         NA        NA         NA        NA     NA     NA       NA     NA
## 6121         NA        NA         NA        NA     NA     NA       NA     NA
## 12291        NA        NA         NA        NA     NA     NA       NA     NA
## 12311        NA        NA         NA        NA     NA     NA       NA     NA
## 13491        NA        NA         NA        NA     NA     NA       NA     NA
## 15531        NA        NA         NA        NA     NA     NA       NA     NA
## 16601        NA        NA         NA        NA     NA     NA       NA     NA
## 16631        NA        NA         NA        NA     NA     NA       NA     NA
## 19591        NA        NA         NA        NA     NA     NA       NA     NA
## 476   -7.075162        NA         NA        NA     NA     NA       NA     NA
## 527          NA        NA         NA        NA     NA     NA       NA     NA
## 576          NA        NA         NA        NA     NA     NA       NA     NA
## 2047         NA        NA         NA        NA     NA     NA       NA     NA
## 2118         NA        NA         NA        NA     NA     NA       NA     NA
## 2133         NA        NA         NA        NA     NA     NA       NA     NA
## 2134         NA        NA         NA        NA     NA     NA       NA     NA
## 2139         NA        NA         NA        NA     NA     NA       NA     NA
## 2181         NA        NA         NA        NA     NA     NA       NA     NA
## 2190         NA        NA         NA        NA     NA     NA       NA     NA
## 2205         NA        NA         NA        NA     NA     NA       NA     NA
## 2206  -6.372481        NA         NA        NA     NA     NA       NA     NA
## 758   -7.548482 -7.947459         NA        NA     NA     NA       NA     NA
## 820   -8.505236        NA         NA        NA     NA     NA       NA     NA
## 1535         NA        NA         NA        NA     NA     NA       NA     NA
## 1546         NA        NA         NA        NA     NA     NA       NA     NA
## 1555         NA        NA         NA        NA     NA     NA       NA     NA
## 1618         NA        NA         NA        NA     NA     NA       NA     NA
## 1684         NA        NA -10.729325        NA     NA     NA       NA     NA
## 1740         NA        NA         NA        NA     NA     NA       NA     NA
## 1746         NA        NA         NA        NA     NA     NA       NA     NA
## 2515         NA        NA         NA        NA     NA     NA       NA     NA
## 2577         NA        NA         NA        NA     NA     NA       NA     NA
## 537          NA        NA         NA        NA     NA     NA       NA     NA
## 960          NA        NA -10.429241        NA     NA     NA       NA     NA
## 1068         NA        NA         NA        NA     NA     NA       NA     NA
## 12531        NA        NA         NA        NA     NA     NA       NA     NA
## 1301         NA        NA         NA        NA     NA     NA       NA     NA
## 1487         NA -7.710415         NA        NA     NA     NA       NA     NA
## 1508         NA        NA         NA        NA     NA     NA       NA     NA
## 1735         NA        NA         NA        NA     NA     NA       NA     NA
## 2294         NA        NA         NA        NA     NA     NA       NA     NA
## 805          NA        NA         NA        NA     NA     NA       NA     NA
## 1563         NA -6.911211  -9.175095        NA     NA     NA       NA     NA
## 1576         NA        NA         NA        NA     NA     NA       NA     NA
## 1578         NA -7.760931         NA        NA     NA     NA       NA     NA
## 1588         NA        NA         NA        NA     NA     NA       NA     NA
## 1606  -8.434876        NA         NA        NA     NA     NA       NA     NA
## 1644         NA        NA         NA        NA     NA     NA       NA     NA
## 1650         NA        NA         NA        NA     NA     NA       NA     NA
## 1655         NA        NA         NA        NA     NA     NA       NA     NA
## 1679         NA        NA         NA        NA     NA     NA       NA     NA
## 1698         NA        NA         NA        NA     NA     NA       NA     NA
## 1712         NA        NA         NA        NA     NA     NA       NA     NA
## 1722         NA        NA         NA        NA     NA     NA       NA     NA
## 1745         NA        NA         NA        NA     NA     NA       NA     NA
## 2562  -9.044401        NA         NA        NA     NA     NA       NA     NA
## 366   -8.282454        NA         NA        NA     NA     NA       NA     NA
## 389   -8.704740        NA         NA        NA     NA     NA       NA     NA
## 424          NA        NA         NA        NA     NA     NA       NA     NA
## 1627         NA        NA         NA        NA     NA     NA       NA     NA
## 1668         NA        NA         NA        NA     NA     NA       NA     NA
## 2123         NA        NA         NA        NA     NA     NA       NA     NA
## 2146  -8.057200        NA         NA        NA     NA     NA       NA     NA
## 21811        NA        NA         NA        NA     NA     NA       NA     NA
## 231          NA        NA         NA        NA     NA     NA       NA     NA
## 592          NA        NA         NA        NA     NA     NA       NA     NA
## 813          NA        NA         NA        NA     NA     NA       NA     NA
## 1088         NA        NA         NA        NA     NA     NA       NA     NA
## 1449         NA        NA         NA        NA     NA     NA       NA     NA
## 1670         NA        NA         NA        NA     NA     NA       NA     NA
## 1945         NA -8.032507         NA        NA     NA     NA       NA     NA
## 2306         NA        NA         NA        NA     NA     NA       NA     NA
## 2527  -8.706810        NA         NA        NA     NA     NA       NA     NA
## 340   -8.562262        NA         NA        NA     NA     NA       NA     NA
## 429          NA        NA         NA        NA     NA     NA       NA     NA
## 807          NA        NA         NA        NA     NA     NA       NA     NA
## 9231         NA        NA  -9.154909        NA     NA     NA       NA     NA
## 1867         NA        NA         NA        NA     NA     NA       NA     NA
## 1956  -8.771885        NA         NA        NA     NA     NA       NA     NA
## 2334         NA        NA         NA        NA     NA     NA       NA     NA
## 2450         NA        NA         NA        NA     NA     NA       NA     NA
## 372          NA        NA  -9.861827        NA     NA     NA       NA     NA
## 412          NA        NA         NA -8.498808     NA     NA       NA     NA
## 775          NA        NA         NA        NA     NA     NA       NA     NA
## 1358         NA        NA         NA        NA     NA     NA       NA     NA
## 1448         NA        NA         NA        NA     NA     NA       NA     NA
## 1899         NA        NA         NA        NA     NA     NA       NA     NA
## 1939         NA        NA         NA        NA     NA     NA       NA     NA
## 2302         NA        NA         NA        NA     NA     NA       NA     NA
## 347          NA        NA         NA        NA     NA     NA       NA     NA
## 743          NA        NA         NA        NA     NA     NA       NA     NA
## 1374         NA        NA         NA        NA     NA     NA       NA     NA
## 1376         NA        NA         NA        NA     NA     NA       NA     NA
## 14871        NA -7.710415         NA        NA     NA     NA       NA     NA
## 1509         NA        NA         NA        NA     NA     NA       NA     NA
## 1874         NA        NA         NA        NA     NA     NA       NA     NA
## 2270         NA        NA         NA        NA     NA     NA       NA     NA
## 711          NA        NA  -9.412718        NA     NA     NA       NA     NA
## 10421        NA        NA         NA        NA     NA     NA       NA     NA
## 1161         NA        NA -10.697997        NA     NA     NA       NA     NA
## 1235         NA        NA         NA        NA     NA     NA       NA     NA
## 1300         NA        NA         NA        NA     NA     NA       NA     NA
## 1320         NA        NA         NA        NA     NA     NA       NA     NA
## 2238         NA        NA         NA        NA     NA     NA       NA     NA
## 2569  -8.173584        NA         NA        NA     NA     NA       NA     NA
## 395          NA        NA         NA        NA     NA     NA       NA     NA
## 1429         NA        NA         NA        NA     NA     NA       NA     NA
## 1440         NA        NA         NA        NA     NA     NA       NA     NA
## 1443         NA        NA         NA        NA     NA     NA       NA     NA
## 1474         NA -7.445049         NA        NA     NA     NA       NA     NA
## 1501         NA        NA         NA        NA     NA     NA       NA     NA
## 1502         NA -6.250733         NA        NA     NA     NA       NA     NA
## 1504         NA        NA         NA        NA     NA     NA       NA     NA
## 1516         NA        NA         NA        NA     NA     NA       NA     NA
## 1922         NA        NA         NA        NA     NA     NA       NA     NA
## 222          NA        NA         NA        NA     NA     NA       NA     NA
## 4791         NA        NA         NA        NA     NA     NA       NA     NA
## 1254         NA        NA         NA        NA     NA     NA       NA     NA
## 1343         NA        NA         NA        NA     NA     NA       NA     NA
## 1671         NA -7.439348         NA        NA     NA     NA       NA     NA
## 1705         NA -7.527794         NA        NA     NA     NA       NA     NA
## 1719         NA        NA         NA        NA     NA     NA       NA     NA
## 1830         NA        NA         NA        NA     NA     NA       NA     NA
## 1172         NA        NA         NA        NA     NA     NA       NA     NA
## 11951        NA        NA         NA        NA     NA     NA       NA     NA
## 1311         NA        NA         NA        NA     NA     NA       NA     NA
## 1313         NA        NA         NA        NA     NA     NA       NA     NA
## 1353         NA        NA         NA        NA     NA     NA       NA     NA
## 1360         NA        NA         NA        NA     NA     NA       NA     NA
## 1895         NA        NA         NA        NA     NA     NA       NA     NA
## 1983         NA        NA         NA        NA     NA     NA       NA     NA
## 2248  -7.643745        NA         NA        NA     NA     NA       NA     NA
## 2357         NA        NA         NA        NA     NA     NA       NA     NA
## 226          NA        NA         NA        NA     NA     NA       NA     NA
## 480          NA        NA         NA        NA     NA     NA       NA     NA
## 845          NA        NA         NA        NA     NA     NA       NA     NA
## 1552         NA        NA         NA        NA     NA     NA       NA     NA
## 1609         NA        NA         NA        NA     NA     NA       NA     NA
## 1703         NA        NA         NA        NA     NA     NA -10.9068     NA
## 1728         NA -7.765454         NA        NA     NA     NA       NA     NA
## 2145         NA        NA         NA        NA     NA     NA       NA     NA
## 249          NA        NA         NA        NA     NA     NA       NA     NA
## 251          NA        NA         NA        NA     NA     NA       NA     NA
## 506          NA        NA  -9.766771        NA     NA     NA       NA     NA
## 556          NA        NA         NA        NA     NA     NA       NA     NA
## 1208         NA        NA         NA        NA     NA     NA       NA     NA
## 1283         NA        NA         NA        NA     NA     NA       NA     NA
## 1284         NA -6.479658         NA        NA     NA     NA       NA     NA
## 2345         NA        NA         NA        NA     NA     NA       NA     NA
## 2565         NA        NA         NA        NA     NA     NA       NA     NA
## 317   -7.710955        NA         NA        NA     NA     NA       NA     NA
## 335          NA        NA         NA        NA     NA     NA       NA     NA
## 663          NA        NA         NA        NA     NA     NA       NA     NA
## 1333         NA        NA         NA        NA     NA     NA       NA     NA
## 1475         NA        NA         NA        NA     NA     NA       NA     NA
## 19961        NA        NA         NA        NA     NA     NA       NA     NA
## 2113         NA        NA         NA        NA     NA     NA       NA     NA
## 2368         NA        NA         NA        NA     NA     NA       NA     NA
## 22           NA        NA -10.408832        NA     NA     NA       NA     NA
## 63           NA        NA  -9.894465        NA     NA     NA       NA     NA
## 168          NA        NA         NA        NA     NA     NA       NA     NA
## 174          NA        NA         NA        NA     NA     NA       NA     NA
## 673          NA        NA         NA        NA     NA     NA       NA     NA
## 1177         NA        NA         NA        NA     NA     NA       NA     NA
## 1180         NA        NA  -8.023257        NA     NA     NA       NA     NA
## 1260  -8.215911        NA -10.347939        NA     NA     NA       NA     NA
## 1744         NA        NA         NA        NA     NA     NA       NA     NA
## 1759         NA        NA         NA        NA     NA     NA       NA     NA
## 2222         NA        NA         NA        NA     NA     NA       NA     NA
## 2362         NA        NA         NA        NA     NA     NA       NA     NA
## 2530         NA        NA         NA        NA     NA     NA       NA     NA
## 2600         NA        NA         NA        NA     NA     NA       NA     NA
## 2641         NA        NA         NA        NA     NA     NA       NA     NA
## 7581  -7.548482 -7.947459         NA        NA     NA     NA       NA     NA
## 1178         NA        NA         NA        NA     NA     NA       NA     NA
## 1287         NA        NA         NA        NA     NA     NA       NA     NA
## 1445         NA        NA         NA        NA     NA     NA       NA     NA
## 19561 -8.771885        NA         NA        NA     NA     NA       NA     NA
## 2229         NA        NA         NA        NA     NA     NA       NA     NA
## 2246         NA        NA         NA        NA     NA     NA       NA     NA
## 2312         NA        NA -10.315744        NA     NA     NA       NA     NA
## 2412         NA        NA         NA        NA     NA     NA       NA     NA
## 173   -7.872315        NA         NA        NA     NA     NA       NA     NA
## 315          NA        NA         NA        NA     NA     NA       NA     NA
## 376          NA        NA -10.016949        NA     NA     NA       NA     NA
## 1630         NA        NA         NA        NA     NA     NA       NA     NA
## 1646         NA        NA         NA        NA     NA     NA       NA     NA
## 1683         NA -6.998342         NA        NA     NA     NA       NA     NA
## 1891         NA        NA         NA        NA     NA     NA       NA     NA
## 1930  -6.477060        NA         NA        NA     NA     NA       NA     NA
## 2007  -9.094069        NA         NA        NA     NA     NA       NA     NA
## 2252         NA        NA         NA        NA     NA     NA       NA     NA
## 2471         NA        NA         NA        NA     NA     NA       NA     NA
## 2511         NA        NA         NA        NA     NA     NA       NA     NA
## 152          NA        NA         NA        NA     NA     NA       NA     NA
## 307   -6.446788        NA         NA        NA     NA     NA       NA     NA
## 414          NA        NA         NA        NA     NA     NA       NA     NA
## 1185         NA        NA  -8.957861        NA     NA     NA       NA     NA
## 1331         NA        NA         NA        NA     NA     NA       NA     NA
## 1351         NA        NA         NA        NA     NA     NA       NA     NA
## 1565         NA        NA         NA        NA     NA     NA       NA     NA
## 1718         NA        NA         NA        NA     NA     NA       NA     NA
## 1808         NA        NA         NA        NA     NA     NA       NA     NA
## 2013         NA        NA         NA        NA     NA     NA       NA     NA
## 2031         NA        NA         NA        NA     NA     NA       NA     NA
## 2090         NA        NA         NA        NA     NA     NA       NA     NA
## 598          NA        NA         NA        NA     NA     NA       NA     NA
## 1155         NA        NA         NA        NA     NA     NA       NA     NA
## 13581        NA        NA         NA        NA     NA     NA       NA     NA
## 1533         NA        NA         NA        NA     NA     NA       NA     NA
## 2025         NA        NA         NA        NA     NA     NA       NA     NA
## 2035         NA        NA         NA        NA     NA     NA       NA     NA
## 2307         NA        NA         NA        NA     NA     NA       NA     NA
## 2498         NA        NA         NA        NA     NA     NA       NA     NA
## 5321         NA        NA         NA        NA     NA     NA       NA     NA
## 975          NA        NA         NA        NA     NA     NA       NA     NA
## 1040         NA        NA         NA        NA     NA     NA       NA     NA
## 1214         NA        NA         NA        NA     NA     NA       NA     NA
## 1612         NA        NA         NA        NA     NA     NA       NA     NA
## 2006         NA        NA         NA        NA     NA     NA       NA     NA
## 2338         NA        NA         NA        NA     NA     NA       NA     NA
## 2504         NA        NA         NA        NA     NA     NA       NA     NA
## 2536         NA        NA         NA        NA     NA     NA       NA     NA
## 279   -7.387135        NA         NA        NA     NA     NA       NA     NA
## 351          NA -7.025611         NA        NA     NA     NA       NA     NA
## 1336         NA        NA         NA        NA     NA     NA       NA     NA
## 13492        NA        NA         NA        NA     NA     NA       NA     NA
## 1356         NA -7.699630         NA        NA     NA     NA       NA     NA
## 1417         NA        NA         NA        NA     NA     NA       NA     NA
## 15091        NA        NA         NA        NA     NA     NA       NA     NA
## 1542         NA        NA         NA        NA     NA     NA       NA     NA
## 2055         NA        NA         NA        NA     NA     NA       NA     NA
## 2273         NA        NA         NA        NA     NA     NA       NA     NA
## 2499         NA        NA         NA        NA     NA     NA       NA     NA
## 2566         NA        NA         NA        NA     NA     NA       NA     NA
## 51           NA        NA         NA        NA     NA     NA       NA     NA
## 365          NA -8.796052         NA        NA     NA     NA       NA     NA
## 552          NA -7.001125         NA        NA     NA     NA       NA     NA
## 630          NA        NA         NA        NA     NA     NA       NA     NA
## 1493         NA        NA         NA        NA     NA     NA       NA     NA
## 1506         NA        NA         NA        NA     NA     NA       NA     NA
## 1514         NA        NA         NA        NA     NA     NA       NA     NA
## 1925         NA -7.198972         NA        NA     NA     NA       NA     NA
## 2349         NA        NA         NA        NA     NA     NA       NA     NA
## 2413         NA        NA         NA        NA     NA     NA       NA     NA
## 2629         NA        NA         NA        NA     NA     NA       NA     NA
## 48           NA        NA         NA        NA     NA     NA       NA     NA
## 246          NA        NA         NA        NA     NA     NA       NA     NA
## 1428         NA        NA         NA        NA     NA     NA       NA     NA
## 14872        NA -7.710415         NA        NA     NA     NA       NA     NA
## 1503         NA        NA         NA        NA     NA     NA       NA     NA
## 16981        NA        NA         NA        NA     NA     NA       NA     NA
## 1700         NA        NA         NA        NA     NA     NA       NA     NA
## 2169         NA        NA         NA        NA     NA     NA       NA     NA
## 2178         NA        NA         NA        NA     NA     NA       NA     NA
## 2626         NA        NA         NA        NA     NA     NA       NA     NA
## 3951         NA        NA         NA        NA     NA     NA       NA     NA
## 1270         NA        NA         NA        NA     NA     NA       NA     NA
## 1315         NA        NA         NA        NA     NA     NA       NA     NA
## 1381         NA        NA         NA        NA     NA     NA       NA     NA
## 16531        NA        NA         NA        NA     NA     NA       NA     NA
## 1661         NA        NA         NA        NA     NA     NA       NA     NA
## 2027         NA        NA         NA        NA     NA     NA       NA     NA
## 2128  -7.819695        NA         NA        NA     NA     NA       NA     NA
## 1220         NA        NA         NA        NA     NA     NA       NA     NA
## 1369         NA        NA         NA        NA     NA     NA       NA     NA
## 1392         NA        NA         NA        NA     NA     NA       NA     NA
## 1751         NA        NA         NA        NA     NA     NA       NA     NA
## 1988  -8.496103        NA         NA        NA     NA     NA       NA     NA
## 2153         NA        NA         NA        NA     NA     NA       NA     NA
## 2167         NA        NA         NA        NA     NA     NA       NA     NA
## 2437         NA        NA         NA        NA     NA     NA       NA     NA
## 2454  -7.951446        NA -11.154080        NA     NA     NA       NA     NA
## 2578         NA        NA         NA        NA     NA     NA       NA     NA
## 1097         NA -6.491652         NA        NA     NA     NA       NA     NA
## 1209  -9.261232        NA         NA        NA     NA     NA       NA     NA
## 1335         NA        NA         NA        NA     NA     NA       NA     NA
## 1975         NA        NA         NA        NA     NA     NA       NA     NA
## 2187  -6.674630        NA         NA        NA     NA     NA       NA     NA
## 2259  -7.979760        NA         NA        NA     NA     NA       NA     NA
## 2341         NA        NA         NA        NA     NA     NA       NA     NA
## 2453         NA        NA         NA        NA     NA     NA       NA     NA
## 2522         NA        NA         NA        NA     NA     NA       NA     NA
## 574          NA        NA         NA        NA     NA     NA       NA     NA
## 590          NA        NA         NA        NA     NA     NA       NA     NA
## 983          NA -7.749021 -10.288022        NA     NA     NA       NA     NA
## 1013         NA        NA         NA        NA     NA     NA       NA     NA
## 2076         NA        NA         NA        NA     NA     NA       NA     NA
## 2158         NA        NA         NA        NA     NA     NA       NA     NA
## 2177         NA        NA         NA        NA     NA     NA       NA     NA
## 2324         NA        NA         NA        NA     NA     NA       NA     NA
## 182          NA -9.295352         NA        NA     NA     NA       NA     NA
## 212          NA        NA         NA        NA     NA     NA       NA     NA
## 333          NA        NA         NA        NA     NA     NA       NA     NA
## 609          NA        NA         NA        NA     NA     NA       NA     NA
## 1162         NA        NA         NA        NA     NA     NA       NA     NA
## 1286         NA        NA         NA        NA     NA     NA       NA     NA
## 1426         NA        NA         NA        NA     NA     NA       NA     NA
## 1611         NA        NA         NA        NA     NA     NA       NA     NA
## 1882         NA        NA         NA        NA     NA     NA       NA     NA
## 1958         NA        NA  -8.226483        NA     NA     NA       NA     NA
## 2038         NA -7.196425         NA        NA     NA     NA       NA     NA
## 2467         NA        NA         NA        NA     NA     NA       NA     NA
## 756          NA        NA         NA        NA     NA     NA       NA     NA
## 780          NA        NA -10.165334        NA     NA     NA       NA     NA
## 991   -7.048578        NA         NA        NA     NA     NA       NA     NA
## 1305         NA        NA         NA        NA     NA     NA       NA     NA
## 1373         NA        NA         NA        NA     NA     NA       NA     NA
## 1459         NA        NA         NA        NA     NA     NA       NA     NA
## 1594         NA        NA         NA        NA     NA     NA       NA     NA
## 1860         NA        NA         NA        NA     NA     NA       NA     NA
## 613          NA        NA         NA        NA     NA     NA       NA     NA
## 1108  -8.143129        NA         NA        NA     NA     NA       NA     NA
## 2279         NA        NA         NA        NA     NA     NA       NA     NA
## 2310         NA        NA         NA        NA     NA     NA       NA     NA
## 2333         NA        NA         NA        NA     NA     NA       NA     NA
## 2348         NA        NA         NA        NA     NA     NA       NA     NA
## 2372         NA        NA         NA        NA     NA     NA       NA     NA
## 2526         NA        NA         NA        NA     NA     NA       NA     NA
## 2574         NA        NA         NA        NA     NA     NA       NA     NA
## 111          NA        NA         NA        NA     NA     NA       NA     NA
## 1438         NA        NA         NA        NA     NA     NA       NA     NA
## 15041        NA        NA         NA        NA     NA     NA       NA     NA
## 1811         NA        NA         NA        NA     NA     NA       NA     NA
## 2092  -6.489118        NA         NA        NA     NA     NA       NA     NA
## 2131         NA        NA         NA        NA     NA     NA       NA     NA
## 2410         NA        NA         NA        NA     NA     NA       NA     NA
## 2539         NA        NA  -9.722376        NA     NA     NA       NA     NA
## 1111         NA        NA         NA        NA     NA     NA       NA     NA
## 14381        NA        NA         NA        NA     NA     NA       NA     NA
## 15042        NA        NA         NA        NA     NA     NA       NA     NA
## 18111        NA        NA         NA        NA     NA     NA       NA     NA
## 20921 -6.489118        NA         NA        NA     NA     NA       NA     NA
## 21311        NA        NA         NA        NA     NA     NA       NA     NA
## 24101        NA        NA         NA        NA     NA     NA       NA     NA
## 25391        NA        NA  -9.722376        NA     NA     NA       NA     NA
## 529          NA        NA         NA        NA     NA     NA       NA     NA
## 638   -7.904158        NA         NA        NA     NA     NA       NA     NA
## 951          NA -6.877107         NA        NA     NA     NA       NA     NA
## 1505         NA        NA         NA        NA     NA     NA       NA     NA
## 1614         NA        NA         NA        NA     NA     NA       NA     NA
## 1927         NA        NA         NA        NA     NA     NA       NA     NA
## 2481  -7.332727        NA         NA        NA     NA     NA       NA     NA
## 2590         NA        NA         NA        NA     NA     NA       NA     NA
## 467          NA        NA         NA        NA     NA     NA       NA     NA
##            HAA_CU     HAA_FA       HAA_FF       HAA_SI     HAA_SL        HAA_CH
## 479            NA         NA  0.941673595 -0.133927775  3.9385803 -2.131247e-02
## 532   -2.79514512         NA -0.985289071           NA         NA -5.516859e-01
## 1032  -6.62950789         NA -2.454791422 -2.187539177 -4.5264838 -1.990771e+00
## 1042           NA         NA -2.761093141 -1.726661074 -4.5489017 -2.051141e+00
## 1047  -1.70334667         NA -0.328063155           NA -1.9430976  3.415837e-01
## 1964           NA         NA  1.513358180 -0.102042504  3.5466679  2.109372e-01
## 2148   3.08841248  1.9272425           NA           NA         NA            NA
## 2154           NA  0.6028275           NA           NA         NA            NA
## 2192           NA         NA           NA  0.059713800         NA  2.353687e-01
## 2241           NA         NA  1.766476513  1.268468641  4.0494907  8.053315e-01
## 447            NA         NA  0.666560267 -0.040259282  2.1800857            NA
## 490            NA         NA -2.069853692 -1.363284775         NA -1.203079e+00
## 496   -4.48394711         NA -2.449594483 -1.351629798         NA -1.439139e+00
## 923            NA         NA  1.660084467 -0.067020552  3.2739521  4.314922e-01
## 1038  -2.88139722         NA -0.810274214  0.264534720         NA  2.876279e-01
## 1960           NA         NA           NA           NA         NA            NA
## 1984           NA         NA  0.842747974 -0.668291891  3.7974916            NA
## 1996           NA  1.0618433           NA           NA         NA            NA
## 2009           NA         NA  0.303868314  0.924523410         NA -7.481502e-01
## 2051           NA         NA  2.997939860  2.882111347  5.3906092            NA
## 2085   2.30023306         NA  1.374141539 -0.045272494  3.0532601            NA
## 342            NA         NA  0.124015669 -1.049719675  1.9035715 -7.253332e-01
## 362            NA         NA  0.142372690 -1.109146290  1.5783074            NA
## 896    2.81559676         NA  1.463575965           NA  3.1736539  8.209007e-01
## 1195           NA         NA  2.993340746  1.198514462  4.4070491  9.281329e-01
## 1389           NA         NA  0.682744354           NA  2.4179042            NA
## 1393   1.96306944         NA  1.124352664           NA         NA            NA
## 1463           NA         NA -0.241261886           NA  0.8749400 -4.694368e-01
## 1767           NA         NA  0.888676202           NA  1.9182073 -4.026519e-02
## 2587           NA         NA           NA -1.725763134 -7.0663235            NA
## 2607           NA         NA -1.452315980           NA -3.5914047 -7.944713e-01
## 137    3.27953559         NA  0.732602954           NA  2.2883055 -2.612100e-01
## 258            NA         NA  0.221483089           NA  2.6024394  3.504514e-05
## 377            NA         NA  1.010604100  0.053014293  2.2530621  7.508682e-01
## 1581           NA  1.0627948           NA           NA         NA            NA
## 1640   3.00378918         NA  1.087051404           NA  3.2803426            NA
## 2382  -1.87033107         NA -1.567052395  0.214848645 -2.4578959            NA
## 2503  -3.71548021         NA -1.601297004           NA -3.3483341            NA
## 2622  -4.41325160         NA -2.440971643           NA         NA -5.105574e-01
## 69     3.85168889         NA  1.092948542           NA  3.3232967 -4.974654e-01
## 136    2.48454075         NA  1.588900174  0.260011092  3.6729859 -3.644724e-02
## 1101           NA         NA -1.787588190 -0.823674303 -3.1375999 -6.395632e-01
## 1268           NA         NA  1.426539434  0.235846435         NA  2.196724e-01
## 1279           NA         NA  2.811091913  1.577022336  4.3327691  1.701669e+00
## 1308           NA         NA  1.483213087           NA  3.5515031            NA
## 1324           NA         NA           NA           NA  0.2229007            NA
## 1330   2.34742671         NA  0.599102777 -0.332657462  2.5366909  1.887720e-02
## 2104           NA  0.4161308           NA           NA         NA            NA
## 2314           NA         NA -0.334147404           NA -2.2545985            NA
## 2381  -2.61552217         NA -2.356783165 -0.822690108 -3.5031913            NA
## 55     4.91134839         NA  2.732314273  1.727616314  5.9477690  1.698794e+00
## 1153           NA         NA  0.826960116  0.542335503  4.6675307  1.140579e+00
## 1439           NA         NA  0.599275495           NA  1.7534196            NA
## 1617   2.32743293         NA -0.027681594 -0.547841046  1.8967082 -6.163605e-01
## 1653   4.93380431  0.7175860           NA           NA         NA            NA
## 1737           NA         NA  0.665626865  0.287597686  2.0728608  1.674027e-01
## 1926   2.20533783         NA  0.928099631 -0.354952830  3.4158909 -6.160340e-01
## 2300   3.48460469         NA  1.270142169  0.306756561  3.0189242            NA
## 238    2.94445629         NA  1.453311035  0.276535679  3.1378423  2.911893e-01
## 1077  -2.47104906         NA -2.216656613 -0.668297949 -3.5221508 -4.835219e-01
## 1159           NA         NA  0.803043359 -0.740517172  1.1350629            NA
## 1253           NA         NA           NA           NA  2.7792116            NA
## 1387           NA         NA  0.720094970  0.533133709  1.9974380 -4.156572e-01
## 1450           NA         NA  2.058067008  1.882279748         NA -3.161164e-01
## 1915           NA         NA  0.982447142           NA  3.1514427  1.678535e+00
## 2483           NA         NA -1.877513913           NA -4.5200322            NA
## 612   -1.74600403         NA -0.022494590  0.795210645 -2.0699675  7.690467e-01
## 1229           NA  0.8153432           NA           NA         NA            NA
## 1231   1.79145535         NA  0.083530008           NA  2.1496910 -6.294115e-01
## 1349           NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 1553           NA         NA  1.085999724 -0.525224313  2.3243129 -6.137730e-01
## 1660           NA         NA  0.499333551 -0.642388430  2.4489235  3.609878e+00
## 1663           NA         NA  0.922263006           NA  3.5920903 -3.231377e-01
## 1959           NA  1.1089697           NA           NA         NA            NA
## 6121  -1.74600403         NA -0.022494590  0.795210645 -2.0699675  7.690467e-01
## 12291          NA  0.8153432           NA           NA         NA            NA
## 12311  1.79145535         NA  0.083530008           NA  2.1496910 -6.294115e-01
## 13491          NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 15531          NA         NA  1.085999724 -0.525224313  2.3243129 -6.137730e-01
## 16601          NA         NA  0.499333551 -0.642388430  2.4489235  3.609878e+00
## 16631          NA         NA  0.922263006           NA  3.5920903 -3.231377e-01
## 19591          NA  1.1089697           NA           NA         NA            NA
## 476            NA         NA  1.566586920  1.097705513         NA  5.175240e-01
## 527   -2.80058954         NA -1.688615387 -0.649086879 -2.8549173 -7.499630e-01
## 576   -1.96278628         NA -0.737945071  0.779543243         NA -5.931532e-01
## 2047           NA  2.4784361           NA           NA         NA            NA
## 2118           NA         NA  0.925045986           NA  2.3927602  1.507722e-01
## 2133           NA         NA  1.382729724  0.259503220  2.7274116  2.201036e-01
## 2134           NA  1.5001114           NA           NA         NA            NA
## 2139           NA         NA  0.535724108           NA  1.1746979  8.974869e-01
## 2181           NA         NA  0.594609464           NA  2.2207308            NA
## 2190   1.84527574         NA  1.620432304           NA  2.5962984  1.312920e+00
## 2205           NA         NA -0.234249256           NA  1.7704169            NA
## 2206           NA         NA  1.674315829  0.413675863         NA  1.659032e-01
## 758    3.03104047         NA  1.693427041           NA  2.1839911            NA
## 820    3.13139936         NA  0.183171367  0.259650451  4.7444108  2.547286e-01
## 1535   1.99778853         NA  0.955235767           NA         NA            NA
## 1546   2.27667945         NA  1.312874036           NA  3.0205693            NA
## 1555           NA         NA  0.712275555 -0.497360326         NA -2.681937e-01
## 1618           NA         NA  2.165570365  1.577411094  5.5979346            NA
## 1684           NA         NA  1.326952662           NA  3.8868997            NA
## 1740           NA         NA  1.128682609           NA  2.7448226  9.334429e-02
## 1746           NA         NA  0.708423912           NA  3.5791656 -5.814023e-01
## 2515           NA         NA           NA -1.768530261 -5.3718074            NA
## 2577           NA         NA -1.471500293           NA -2.7371286 -5.352239e-01
## 537            NA         NA -1.861158245 -0.588996316 -2.9313685 -5.208097e-01
## 960            NA         NA  1.330750911           NA  2.6004252  1.962470e-01
## 1068  -3.66092371         NA -1.051640526           NA         NA -3.624533e-01
## 12531          NA         NA           NA           NA  2.7792116            NA
## 1301           NA         NA  2.045884836  0.799441984  4.3703990  6.024262e-01
## 1487   4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1508   1.41470491         NA  0.466413879           NA         NA            NA
## 1735   3.37270096         NA  1.461058523  0.073243762  3.4368343  1.754329e-01
## 2294           NA         NA  0.714498601  1.372001268  1.9832304            NA
## 805    4.14592075         NA  1.890904626  0.488519390         NA  2.176840e-01
## 1563           NA         NA  0.766303269           NA  3.5281220  2.324857e-01
## 1576           NA  2.3459318           NA           NA         NA            NA
## 1578           NA         NA  1.481475011           NA  2.6165486            NA
## 1588   2.69353331         NA           NA           NA  2.9669543            NA
## 1606           NA         NA  1.062217810           NA         NA  2.410172e-04
## 1644           NA  1.3916490           NA           NA         NA            NA
## 1650           NA         NA  1.724551755           NA  4.9929958            NA
## 1655   2.55162044  2.0899519           NA           NA         NA            NA
## 1679           NA         NA  0.929647253           NA  3.3370684 -7.679074e-01
## 1698           NA         NA  1.766206568           NA  3.1299639  3.480108e-01
## 1712           NA  0.7086224           NA           NA         NA            NA
## 1722           NA         NA  3.401514479  1.852286992  5.5607631  6.597828e-01
## 1745           NA         NA -0.268107471 -0.547091300  3.1076762 -7.268255e-01
## 2562           NA         NA -1.940127444           NA -3.5190064 -2.518129e+00
## 366    1.46756523         NA  0.617349318           NA  2.1784868 -1.582496e-01
## 389            NA         NA  0.437477919 -0.763437691  2.3167965 -5.386824e-01
## 424    4.53239539         NA  2.204817700  1.009028399  3.3556818            NA
## 1627           NA  1.7263639           NA           NA         NA            NA
## 1668           NA         NA           NA  0.634167254  3.8073056 -1.875957e+00
## 2123           NA  1.9158934           NA           NA         NA            NA
## 2146           NA         NA  1.302577873  0.268305740  3.3050448  1.399604e+00
## 21811          NA         NA  0.594609464           NA  2.2207308            NA
## 231    3.20322323         NA  1.215010526           NA  2.6023065  3.146427e-01
## 592            NA         NA -2.372808793 -1.562723236 -4.9433828 -1.564068e+00
## 813    2.68861846         NA  1.121459371           NA  2.9389448  6.184236e-01
## 1088  -2.69243710         NA  0.088326449           NA         NA  1.217188e+00
## 1449           NA         NA  1.465738925  0.577459532  3.5477776  9.563342e-01
## 1670           NA         NA  1.066498637 -0.307424355  3.0576992  6.024393e-01
## 1945           NA         NA  2.164861582  0.869103780  4.5832253            NA
## 2306  -3.97121714 -2.4399355           NA           NA         NA -1.215474e+00
## 2527           NA         NA           NA -0.573913642 -2.9534264 -4.833125e-02
## 340            NA         NA  2.742887729  1.328617569         NA  9.907386e-01
## 429    2.65031986         NA  1.217236338  0.018791093  3.9446358 -1.337401e-01
## 807    2.37880520         NA  0.937104055           NA  2.8139143  1.191982e-01
## 9231           NA         NA  1.660084467 -0.067020552  3.2739521  4.314922e-01
## 1867   2.86298923         NA  0.699011607           NA         NA  1.205064e+00
## 1956   2.90140254         NA  1.641188707           NA         NA  5.619054e-01
## 2334  -1.65369203         NA -1.675578198 -0.391939272 -1.7077214            NA
## 2450           NA         NA -3.480877582 -2.144167852 -5.6015109 -2.763498e+00
## 372            NA         NA  2.352922222  1.062031494  3.8627317  7.644029e-01
## 412            NA         NA  1.206592184           NA         NA  4.943371e-01
## 775    3.50007337         NA  1.324551800           NA  3.4006060  7.613663e-01
## 1358   4.12904783         NA  1.161573106           NA  2.4435741  1.357922e+00
## 1448           NA         NA  1.350712835  1.670398318  4.0646853  8.590944e-01
## 1899   2.78307223         NA  1.484776712  0.087600179  5.1903772  8.182698e-02
## 1939           NA  1.5297760           NA           NA         NA            NA
## 2302           NA         NA -1.622634100 -0.314962884 -3.8997041            NA
## 347            NA         NA  1.154227105  0.161027144  2.9059192            NA
## 743    2.81525568         NA  1.350154163  0.341320892  2.6981910  5.899702e-01
## 1374           NA         NA  0.766904981           NA  1.8077304            NA
## 1376   0.04569396         NA -0.048491019           NA         NA -1.302247e+00
## 14871  4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1509           NA         NA  0.539210919           NA  2.0037420  5.099840e-02
## 1874           NA  0.2540832           NA           NA         NA            NA
## 2270           NA         NA -0.091710128           NA  2.2887277 -1.025860e+00
## 711            NA         NA  0.913966719  0.257275855  3.5590154  3.204177e-01
## 10421          NA         NA -2.761093141 -1.726661074 -4.5489017 -2.051141e+00
## 1161           NA         NA  1.275860183           NA         NA            NA
## 1235   3.25662045         NA  1.365549136           NA  2.6925240            NA
## 1300           NA  1.6959511           NA           NA         NA            NA
## 1320           NA         NA -0.056362556           NA  2.1629873 -7.662521e-01
## 2238           NA         NA           NA  1.145860637  4.2067935  1.121193e+00
## 2569           NA         NA -1.621950813 -1.015002068         NA -3.763497e-01
## 395            NA         NA  1.758964404           NA         NA  7.399828e-01
## 1429           NA         NA  3.111587913  2.555217661  6.3878554  2.858091e+00
## 1440           NA         NA  2.166625331 -0.429144274  3.7024979            NA
## 1443   3.68221689         NA  1.985975307           NA         NA  5.944290e-01
## 1474           NA         NA  1.237334356           NA  3.6870936            NA
## 1501           NA         NA  0.960097487           NA  2.7608964  4.911133e-02
## 1502           NA         NA  2.236173648  1.712152315  5.3734047            NA
## 1504           NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 1516   1.28487838         NA  1.284331811           NA         NA            NA
## 1922           NA         NA  1.292352929           NA  2.8620104            NA
## 222    2.75068758         NA  0.893049389           NA  3.3582098 -4.347267e-01
## 4791           NA         NA  0.941673595 -0.133927775  3.9385803 -2.131247e-02
## 1254   2.72550300         NA  0.387392222 -0.666220473  2.2325578 -4.410985e-01
## 1343   2.25552839  2.9079684           NA           NA         NA            NA
## 1671           NA         NA           NA  0.399605040  3.4077800            NA
## 1705   3.13325238         NA  1.089344731  1.648310705  3.7802234            NA
## 1719           NA         NA  1.546520311 -0.106495284  2.6198758            NA
## 1830           NA         NA  2.101382726           NA  3.4112995  1.038819e+00
## 1172   1.94809634         NA  1.335533559           NA  2.7223107            NA
## 11951          NA         NA  2.993340746  1.198514462  4.4070491  9.281329e-01
## 1311   3.34957250         NA  1.128435118  0.530933944  3.4060674            NA
## 1313           NA         NA  1.095623084 -0.266757779  2.6530242  3.341514e-01
## 1353           NA         NA  1.015690231           NA  4.1596897  7.858891e-01
## 1360   4.31397273         NA  1.472373132  1.145273930         NA  1.612172e+00
## 1895           NA         NA  1.248067230           NA  2.0108112 -8.013053e-02
## 1983           NA -0.6560229           NA           NA         NA            NA
## 2248           NA         NA  1.964219030           NA         NA  1.167869e+00
## 2357  -3.99219476         NA -1.875259209           NA -4.4424172 -1.367519e+00
## 226    2.66426147         NA  1.042454632           NA  1.8036144  5.841555e-02
## 480            NA         NA  1.179543749 -0.723838694  3.5959783  3.060430e-01
## 845    3.14696463         NA  1.495312073  0.750014513  3.2588820  4.439540e-01
## 1552           NA         NA -0.558023534  0.075401519  1.6441517 -2.330604e-01
## 1609   4.57470168         NA  1.681245357  0.330238368  3.7481272  4.322529e-01
## 1703   1.17838153  1.3891349           NA           NA         NA            NA
## 1728           NA         NA  1.030243145  0.666182133  2.8877622            NA
## 2145           NA         NA  1.688365056           NA  2.9682372 -1.309974e+00
## 249    3.25485954         NA  1.823010216           NA  4.0010828  8.505658e-01
## 251    2.96337587         NA  0.662632151 -0.334127541  2.7737195            NA
## 506            NA         NA           NA -1.023496705         NA            NA
## 556   -2.23008386         NA -1.303282736  0.603647753 -2.8957967  3.195651e-01
## 1208           NA         NA  2.094213532  1.067441431  5.0800022  1.436241e-01
## 1283           NA         NA  2.008601197           NA  4.3590428            NA
## 1284   2.95175179         NA  0.158650070           NA  2.3261022            NA
## 2345           NA         NA -1.614057957 -0.628385346 -4.2218709 -4.427100e-01
## 2565           NA         NA -1.415183942 -1.034112762 -2.9148281            NA
## 317            NA         NA  1.327905839  0.067383657         NA  5.963701e-01
## 335            NA         NA  1.127393416           NA  3.3463295 -2.537670e-02
## 663   -5.15460909         NA -1.925589450 -1.046371923         NA -1.381154e+00
## 1333           NA         NA  2.860703840  1.568977516  4.9481425            NA
## 1475           NA         NA  1.349650290           NA  3.0146202  1.059154e+00
## 19961          NA  1.0618433           NA           NA         NA            NA
## 2113   1.05837114         NA -0.006297401           NA  1.3864169            NA
## 2368           NA         NA           NA -0.957542124 -4.6457969 -2.344351e-01
## 22             NA         NA  0.422718257           NA  4.5904856            NA
## 63             NA         NA  1.457272128           NA         NA            NA
## 168    3.04265057         NA  1.741356811  0.485547512  3.5326683  3.885105e-01
## 174    2.32465915         NA  0.275040948 -0.018227300         NA            NA
## 673   -1.45944904         NA -0.844921634           NA -2.1280753  3.320241e-01
## 1177           NA         NA  0.598443268 -0.577379846  2.2587688 -3.616241e-01
## 1180           NA         NA  2.482496362           NA         NA            NA
## 1260           NA         NA  0.031908237           NA  1.7960260 -1.226659e+00
## 1744           NA         NA  1.202034543 -0.041764477  2.3789004            NA
## 1759   3.44367790         NA  1.622446804  1.428207456  3.6277468  5.949900e-01
## 2222           NA         NA           NA  0.719455504  3.3686582            NA
## 2362  -3.05716387         NA -1.627667755 -0.022380217         NA -1.169235e+00
## 2530  -6.16484552         NA -2.257419522           NA -4.4025865            NA
## 2600           NA         NA -1.214915446 -0.342557274 -2.6546221 -7.894394e-01
## 2641           NA         NA -0.404566675           NA -2.6705428  9.193199e-02
## 7581   3.03104047         NA  1.693427041           NA  2.1839911            NA
## 1178           NA         NA  2.639411297  1.421375085  5.8777490 -1.766997e-01
## 1287   1.06064710         NA  0.360603091           NA  2.2881960 -4.181656e-01
## 1445           NA         NA           NA           NA  1.5804021  1.675261e+00
## 19561  2.90140254         NA  1.641188707           NA         NA  5.619054e-01
## 2229           NA         NA  1.336894382           NA  3.5958543  5.134415e-01
## 2246           NA         NA  1.123280883  0.782590468  3.6247292  9.888398e-01
## 2312           NA         NA  0.340842764  1.006556551         NA  1.039210e+00
## 2412           NA         NA  0.062562092           NA -1.7217372  6.335471e-01
## 173    2.14781107         NA  0.961598473           NA  2.1733100 -8.371808e-01
## 315            NA         NA  1.716210534           NA  3.4803935  3.962148e-01
## 376            NA         NA  0.410615485           NA  1.0092701            NA
## 1630           NA  1.1748629           NA           NA         NA            NA
## 1646           NA         NA  0.334210618 -0.003842204  3.3581494 -8.716866e-01
## 1683           NA         NA  0.685895528           NA  3.0879577            NA
## 1891           NA         NA  2.018650130  0.325108263  3.4343420 -1.193596e-01
## 1930           NA         NA           NA  2.422919376         NA  1.425675e+00
## 2007           NA         NA  0.659325585 -0.540192688  1.6073316            NA
## 2252           NA         NA           NA  1.419560018  4.2238361  3.252833e+00
## 2471           NA         NA -2.076604474           NA -3.8806945 -8.038392e-01
## 2511  -4.17848229         NA -2.596603206           NA -3.6381499            NA
## 152            NA         NA  0.565421541  0.040030146  3.2200433            NA
## 307            NA         NA  4.029890530  2.825156204         NA            NA
## 414            NA         NA  0.764084822 -0.393472536  2.7080356            NA
## 1185           NA         NA  0.682313995           NA  4.1303675 -1.041571e-01
## 1331   3.00721286         NA  0.973318814 -0.565203413         NA -3.850459e-01
## 1351   2.39213229         NA  0.133556701           NA  1.8811866 -1.138997e-01
## 1565   3.22916241  1.2846227  0.098517816           NA  4.4208623            NA
## 1718           NA  0.8598893           NA           NA         NA  7.605639e-01
## 1808   3.86736297  0.3545170           NA           NA         NA            NA
## 2013   3.68416207         NA  1.751273643 -1.172935388  3.2876114  7.584237e-02
## 2031           NA  0.7048781           NA           NA         NA            NA
## 2090           NA         NA  0.406042471 -1.034433377  2.1370893 -2.041130e-01
## 598   -4.19968023         NA -1.338448073 -0.965730703         NA -5.862237e-01
## 1155           NA         NA  1.711089713  1.843966894  4.2640502            NA
## 13581  4.12904783         NA  1.161573106           NA  2.4435741  1.357922e+00
## 1533           NA         NA  1.233351520           NA  3.1863613  6.170275e-01
## 2025           NA         NA  1.137350193 -0.231762364  3.4179700 -5.206935e-01
## 2035           NA         NA  1.088036459           NA  2.2528738  6.648329e-01
## 2307           NA         NA -2.538570261 -1.685916050 -4.7596915 -9.811658e-01
## 2498  -2.69663429         NA -1.235043374           NA         NA  8.563620e-02
## 5321  -2.79514512         NA -0.985289071           NA         NA -5.516859e-01
## 975    2.30990203         NA           NA           NA  3.5790583 -3.100522e-01
## 1040  -3.19222359         NA -1.926277415 -0.498108405         NA -4.687481e-01
## 1214           NA         NA  0.832427478           NA  4.0950804            NA
## 1612           NA  0.2707024           NA           NA         NA            NA
## 2006           NA  1.3986564           NA           NA         NA            NA
## 2338           NA         NA -1.565425728  0.181097596 -1.5442362  1.975704e-01
## 2504           NA         NA           NA -1.452036644 -5.1965794            NA
## 2536  -3.55222854         NA -1.681289928           NA -5.0765053 -1.245984e+00
## 279            NA         NA  1.079354261           NA  3.4256913  1.440967e-01
## 351    2.89100155         NA  1.129797190           NA         NA            NA
## 1336           NA         NA  1.012596633           NA  2.7010322 -1.553177e-01
## 13492          NA         NA  0.088424634 -0.041258864  2.8425226  3.464596e-01
## 1356           NA         NA -0.376809239           NA  1.4502502            NA
## 1417           NA         NA  0.511161200 -0.828468510  1.9782438 -9.374930e-01
## 15091          NA         NA  0.539210919           NA  2.0037420  5.099840e-02
## 1542           NA         NA           NA  0.072724739  1.8725804            NA
## 2055   1.74354906         NA  0.255240582           NA  2.5540387 -7.855589e-01
## 2273           NA         NA           NA -0.850693555  3.5521334            NA
## 2499           NA         NA -1.534666922 -0.631907727 -3.8691939 -3.194323e-01
## 2566           NA         NA -0.920694160 -0.536926864 -2.4338166 -4.905497e-01
## 51     3.46974606         NA  1.886964266  1.246986657  3.4391752  1.214546e+00
## 365            NA         NA  0.173688325 -0.991234177  1.2491573            NA
## 552            NA         NA -1.600962800           NA -2.5132902            NA
## 630            NA         NA -1.014682197 -0.794188049 -3.9869379  3.597188e-01
## 1493           NA         NA  0.237512307           NA  4.4881232            NA
## 1506           NA         NA  0.542224023           NA  1.7094810            NA
## 1514           NA  1.5283250           NA           NA         NA            NA
## 1925           NA         NA  0.508089255           NA  2.5003286            NA
## 2349           NA         NA -1.574475595 -0.638203999 -3.3105868            NA
## 2413           NA         NA -0.885228868 -1.774006302         NA  5.268028e-01
## 2629           NA         NA           NA -0.498990755 -4.1135102 -1.081372e+00
## 48     3.38194231         NA  0.713859714           NA         NA            NA
## 246            NA         NA  2.657360646  2.303155808  6.2774085  2.644384e+00
## 1428           NA         NA  1.638896977           NA         NA  1.751946e+00
## 14872  4.85637424         NA  1.687422214           NA  4.4844854            NA
## 1503           NA         NA  1.099672314 -0.170683462  1.7644245            NA
## 16981          NA         NA  1.766206568           NA  3.1299639  3.480108e-01
## 1700           NA         NA  2.906302050  2.944093394  5.4033906            NA
## 2169   3.19133797  0.6149147           NA           NA         NA            NA
## 2178   1.53747879         NA -0.367522285           NA  1.1603150 -1.350186e+00
## 2626           NA         NA -1.489951204           NA -6.2599396 -1.451316e+00
## 3951           NA         NA  1.758964404           NA         NA  7.399828e-01
## 1270   4.00292369         NA           NA           NA  3.8748870            NA
## 1315   0.73959312         NA  0.106760144           NA         NA  2.703592e-02
## 1381           NA         NA  0.321288076           NA  3.4596797  3.496681e-02
## 16531  4.93380431  0.7175860           NA           NA         NA            NA
## 1661   4.11052355         NA  2.423151536  0.371622648  3.3373906  5.482953e-01
## 2027   2.66604580         NA  0.708993415           NA  2.4962078  7.998753e-01
## 2128           NA         NA  2.109465066           NA         NA  5.472473e-01
## 1220           NA         NA           NA  0.595894472  2.8273704  9.367826e-01
## 1369           NA  2.2024580           NA           NA         NA            NA
## 1392           NA         NA -0.466378246 -0.665938533  1.1009755            NA
## 1751           NA         NA  2.178926181           NA  3.8354190  9.464574e-01
## 1988           NA         NA  0.781588862 -0.137210415  2.1247442            NA
## 2153           NA         NA  0.030668982           NA  1.7097793 -8.230245e-01
## 2167   1.69286622         NA  0.466584943           NA         NA  1.116346e-01
## 2437  -3.45478800         NA -2.468993255           NA -4.0738027 -9.958959e-01
## 2454           NA         NA  0.402329285  1.564312666 -1.2271900  2.143862e+00
## 2578           NA         NA           NA -0.051703591         NA            NA
## 1097  -1.44738463 -1.2934559 -1.651599654 -0.565203299 -2.6676884  3.260579e-01
## 1209           NA         NA           NA  1.211947100         NA            NA
## 1335   3.10832590         NA  1.177004357           NA  2.2231029 -1.714323e+00
## 1975   2.40426301         NA  1.704465520           NA  2.1748486            NA
## 2187           NA         NA  1.854644005           NA         NA  8.754732e-01
## 2259   2.71533360         NA  0.382111693           NA  2.0920060            NA
## 2341           NA         NA -0.974360105           NA -2.7662427  7.600496e-02
## 2453           NA         NA -1.310296874  0.211161046 -2.8241211  2.115791e-01
## 2522  -3.63848508         NA -3.230039773           NA -4.2479208            NA
## 574   -5.36738871         NA           NA -1.681953884         NA -8.491932e-01
## 590   -3.88002408         NA -1.218679815           NA -3.4533919 -5.138734e-01
## 983            NA         NA  0.465137834  0.001090079  1.4231146            NA
## 1013  -4.71141753         NA -2.817037335 -1.958864109         NA -1.882338e+00
## 2076           NA  1.9083736           NA           NA         NA            NA
## 2158           NA         NA  1.278067189 -0.415050975  2.1507530            NA
## 2177           NA         NA           NA -0.193492986  2.8711789 -8.655279e-01
## 2324           NA         NA -0.993634185           NA -2.7830846            NA
## 182    3.41175150         NA           NA  2.166397236  4.7185295  1.226152e+00
## 212    3.00924763         NA  1.988454465  0.633057154         NA  6.657402e-01
## 333    2.15868195         NA  0.616392212 -0.140228089  2.5506703 -9.502246e-02
## 609   -2.64990817         NA -1.185874823           NA         NA -1.298035e-01
## 1162   2.62550829         NA  1.188186386 -0.370118733         NA -6.357477e-01
## 1286   2.10768277         NA  4.162782344 -0.419476198  1.9623137            NA
## 1426   2.58476028         NA  0.677827264  0.162039103         NA            NA
## 1611           NA         NA  0.734129462 -0.132069804  2.7865840  1.736549e-01
## 1882           NA         NA  1.568892215           NA  5.0645007  9.010067e-01
## 1958           NA         NA  0.658547965 -0.008489479  3.1393911 -1.709869e-01
## 2038           NA         NA  0.712858439           NA  3.0672849            NA
## 2467           NA         NA -1.573135640 -0.109302586 -2.8346591            NA
## 756    3.85876268         NA  1.424088232           NA         NA  1.361370e+00
## 780            NA         NA  1.599888188           NA  3.3789175  6.219576e-01
## 991            NA         NA           NA  0.563265726  2.6340150 -3.006322e-01
## 1305   2.60836251         NA  0.866411330           NA  3.0275480 -5.500591e-03
## 1373           NA  1.8580799           NA           NA         NA            NA
## 1459           NA         NA  0.826246395           NA  2.2252721  3.436534e-01
## 1594   3.76887293  1.7535040           NA           NA         NA            NA
## 1860           NA  1.4244804           NA           NA         NA            NA
## 613            NA         NA -1.862813939 -0.427552676 -3.8514117 -9.432282e-01
## 1108  -2.21342276         NA -1.479679607  0.287051152 -2.4188306  4.208027e-01
## 2279           NA         NA  1.384583634           NA  2.6223296            NA
## 2310  -4.12297819 -1.5997900           NA           NA         NA            NA
## 2333  -3.99852530         NA -2.661054245 -2.360223576         NA            NA
## 2348  -5.50803908         NA -2.577876817 -1.698516191         NA -1.866668e+00
## 2372           NA         NA           NA -0.855153940 -4.6155479 -1.448253e+00
## 2526           NA         NA           NA  1.034776316 -2.2437742            NA
## 2574           NA         NA -2.066208776  1.068062651 -3.3679450            NA
## 111    1.64147327         NA  0.526570993 -0.689922306  2.1663310 -1.142524e+00
## 1438   2.33263287         NA  0.716342457 -0.515359018  2.6913887            NA
## 15041          NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 1811           NA  2.0081681           NA           NA         NA            NA
## 2092           NA         NA  1.461174880  0.066181439         NA -2.527392e-01
## 2131           NA  1.3210175           NA           NA         NA            NA
## 2410           NA         NA -1.192635430           NA -2.4437572 -4.671492e-01
## 2539           NA         NA -0.707602627           NA         NA  5.797083e-01
## 1111   1.64147327         NA  0.526570993 -0.689922306  2.1663310 -1.142524e+00
## 14381  2.33263287         NA  0.716342457 -0.515359018  2.6913887            NA
## 15042          NA         NA  1.277545666           NA  4.2541034  1.240522e+00
## 18111          NA  2.0081681           NA           NA         NA            NA
## 20921          NA         NA  1.461174880  0.066181439         NA -2.527392e-01
## 21311          NA  1.3210175           NA           NA         NA            NA
## 24101          NA         NA -1.192635430           NA -2.4437572 -4.671492e-01
## 25391          NA         NA -0.707602627           NA         NA  5.797083e-01
## 529   -2.36303933         NA  0.483922789           NA         NA            NA
## 638            NA         NA           NA  0.065230729 -2.4315316  1.421417e-01
## 951            NA         NA  1.963960710           NA  4.9585785            NA
## 1505   2.76524707         NA  1.820768248           NA         NA            NA
## 1614           NA         NA  1.958678299           NA  3.3821037            NA
## 1927   3.66246368         NA  1.098961374  0.556614171         NA  1.135743e+00
## 2481  -4.34242335         NA -2.052073321           NA         NA -5.109512e-01
## 2590           NA         NA -1.941683750           NA         NA -8.497612e-01
## 467            NA         NA  0.639174392           NA  2.9314545 -3.968219e-01
##          HAA_CS     HAA_FC     HAA_EP     HAA_PO    HAA_ST      HAA_FS
## 479          NA  2.1389457         NA         NA        NA          NA
## 532          NA -2.7582295         NA         NA        NA          NA
## 1032         NA         NA         NA         NA        NA          NA
## 1042         NA         NA         NA         NA        NA          NA
## 1047         NA         NA         NA         NA        NA          NA
## 1964         NA         NA         NA -1.3157110  4.188038          NA
## 2148         NA         NA  2.3489338         NA        NA          NA
## 2154         NA         NA  0.3266638         NA        NA          NA
## 2192         NA  2.6249337         NA         NA  4.607867          NA
## 2241         NA         NA         NA         NA        NA          NA
## 447          NA         NA         NA         NA        NA  0.53643157
## 490          NA -3.0049987         NA         NA        NA          NA
## 496          NA -3.3478063         NA         NA        NA          NA
## 923          NA         NA         NA         NA        NA          NA
## 1038         NA         NA         NA         NA        NA          NA
## 1960         NA         NA  0.5035129         NA        NA          NA
## 1984         NA         NA         NA         NA        NA -0.27577302
## 1996         NA         NA  0.8753477         NA        NA          NA
## 2009         NA  2.2855063         NA         NA        NA          NA
## 2051         NA         NA         NA  0.9460067        NA          NA
## 2085         NA         NA         NA         NA  4.269762  0.46129396
## 342          NA         NA         NA         NA        NA          NA
## 362          NA         NA         NA         NA  3.677166 -0.40905814
## 896          NA         NA         NA         NA        NA          NA
## 1195         NA         NA         NA -2.9579695        NA          NA
## 1389         NA         NA         NA         NA        NA          NA
## 1393         NA         NA         NA         NA        NA          NA
## 1463         NA         NA         NA         NA        NA          NA
## 1767         NA         NA         NA         NA        NA          NA
## 2587         NA         NA         NA         NA        NA          NA
## 2607         NA         NA         NA         NA -5.113729          NA
## 137          NA         NA         NA -0.3324652        NA          NA
## 258          NA         NA         NA -1.2154086        NA          NA
## 377          NA         NA         NA         NA        NA          NA
## 1581         NA         NA  0.6195024         NA        NA          NA
## 1640         NA         NA         NA         NA        NA          NA
## 2382         NA         NA         NA         NA        NA          NA
## 2503         NA         NA         NA         NA        NA          NA
## 2622         NA         NA         NA         NA        NA          NA
## 69           NA  2.7166963         NA         NA        NA          NA
## 136          NA  2.9430018         NA         NA        NA          NA
## 1101         NA         NA         NA         NA        NA          NA
## 1268         NA         NA         NA         NA        NA          NA
## 1279         NA         NA         NA         NA        NA          NA
## 1308         NA  2.8793942         NA         NA        NA          NA
## 1324         NA         NA         NA         NA        NA          NA
## 1330         NA         NA         NA         NA        NA          NA
## 2104         NA         NA         NA         NA        NA          NA
## 2314         NA         NA         NA         NA        NA          NA
## 2381         NA         NA         NA         NA        NA          NA
## 55           NA         NA         NA         NA        NA          NA
## 1153         NA         NA         NA         NA        NA          NA
## 1439         NA         NA         NA         NA        NA          NA
## 1617         NA         NA         NA         NA        NA          NA
## 1653         NA         NA         NA         NA        NA          NA
## 1737         NA         NA         NA         NA        NA          NA
## 1926         NA  2.4813246         NA         NA        NA          NA
## 2300         NA         NA         NA         NA        NA          NA
## 238          NA         NA         NA         NA  4.684259          NA
## 1077         NA         NA         NA         NA        NA          NA
## 1159         NA  1.6031255         NA         NA        NA          NA
## 1253         NA         NA         NA         NA        NA          NA
## 1387         NA         NA         NA         NA        NA          NA
## 1450         NA         NA         NA         NA        NA          NA
## 1915         NA         NA         NA         NA        NA          NA
## 2483         NA         NA         NA         NA        NA          NA
## 612          NA         NA         NA         NA        NA          NA
## 1229         NA         NA         NA         NA        NA          NA
## 1231         NA  1.7986299         NA         NA        NA          NA
## 1349         NA         NA         NA         NA        NA          NA
## 1553         NA         NA         NA         NA        NA          NA
## 1660         NA         NA         NA         NA        NA          NA
## 1663         NA  3.3499599         NA         NA        NA          NA
## 1959         NA         NA  0.3567508         NA        NA          NA
## 6121         NA         NA         NA         NA        NA          NA
## 12291        NA         NA         NA         NA        NA          NA
## 12311        NA  1.7986299         NA         NA        NA          NA
## 13491        NA         NA         NA         NA        NA          NA
## 15531        NA         NA         NA         NA        NA          NA
## 16601        NA         NA         NA         NA        NA          NA
## 16631        NA  3.3499599         NA         NA        NA          NA
## 19591        NA         NA  0.3567508         NA        NA          NA
## 476          NA  3.2205789         NA         NA  4.786528          NA
## 527          NA         NA         NA         NA        NA          NA
## 576          NA -2.3668276         NA         NA        NA          NA
## 2047         NA         NA         NA         NA        NA          NA
## 2118         NA         NA         NA         NA        NA          NA
## 2133         NA  3.8103034         NA         NA        NA          NA
## 2134         NA         NA         NA         NA        NA          NA
## 2139         NA         NA         NA         NA        NA          NA
## 2181         NA         NA         NA         NA        NA          NA
## 2190         NA  2.6524883         NA         NA        NA          NA
## 2205         NA  1.1168954         NA         NA        NA          NA
## 2206         NA         NA         NA         NA  4.469062          NA
## 758          NA  2.8347105         NA         NA  4.193072  1.14766456
## 820          NA  1.9098456         NA  3.0902414  5.277167          NA
## 1535         NA         NA         NA         NA        NA          NA
## 1546         NA         NA         NA         NA        NA          NA
## 1555         NA  1.8942563         NA         NA        NA          NA
## 1618         NA  3.6970830         NA         NA        NA          NA
## 1684         NA         NA         NA         NA        NA          NA
## 1740         NA         NA         NA         NA        NA          NA
## 1746         NA         NA         NA         NA        NA          NA
## 2515         NA         NA         NA         NA        NA          NA
## 2577         NA         NA         NA         NA        NA          NA
## 537          NA -3.7119264         NA         NA        NA          NA
## 960          NA         NA         NA         NA        NA          NA
## 1068         NA -2.3382716         NA         NA        NA          NA
## 12531        NA         NA         NA         NA        NA          NA
## 1301         NA  3.5592812         NA         NA        NA          NA
## 1487         NA         NA         NA         NA        NA  0.93019717
## 1508         NA  2.1940265         NA         NA        NA          NA
## 1735         NA         NA         NA         NA        NA          NA
## 2294         NA         NA         NA         NA        NA          NA
## 805          NA         NA         NA         NA        NA          NA
## 1563         NA  2.6145627         NA         NA        NA  0.09092055
## 1576         NA         NA         NA         NA        NA          NA
## 1578         NA         NA         NA         NA        NA  1.05249985
## 1588         NA         NA         NA         NA        NA          NA
## 1606         NA         NA         NA         NA  3.615998          NA
## 1644         NA         NA         NA         NA        NA          NA
## 1650         NA  2.7676708         NA         NA        NA          NA
## 1655         NA         NA         NA         NA        NA          NA
## 1679         NA         NA         NA         NA        NA          NA
## 1698         NA         NA         NA         NA        NA          NA
## 1712         NA         NA  2.0465029         NA        NA          NA
## 1722         NA         NA         NA         NA        NA          NA
## 1745         NA         NA         NA         NA        NA          NA
## 2562         NA         NA         NA         NA -6.626586          NA
## 366          NA  2.1427940         NA         NA  3.195277          NA
## 389          NA         NA         NA         NA  2.568121          NA
## 424          NA  3.5898297         NA         NA        NA          NA
## 1627         NA         NA  1.8695409         NA        NA          NA
## 1668         NA  2.3483504         NA         NA        NA          NA
## 2123         NA         NA         NA         NA        NA          NA
## 2146         NA         NA         NA         NA  4.036221          NA
## 21811        NA         NA         NA         NA        NA          NA
## 231          NA  2.7451638         NA         NA        NA          NA
## 592          NA         NA         NA         NA        NA          NA
## 813          NA         NA         NA         NA        NA          NA
## 1088         NA -1.5684899         NA         NA        NA          NA
## 1449         NA         NA         NA         NA        NA          NA
## 1670         NA         NA         NA         NA        NA          NA
## 1945         NA         NA         NA         NA        NA  0.86352172
## 2306         NA         NA         NA         NA        NA          NA
## 2527         NA -2.9766799         NA         NA -4.402762          NA
## 340          NA  3.2398908         NA         NA  5.416940          NA
## 429          NA  2.5738569         NA         NA        NA          NA
## 807          NA         NA         NA         NA        NA          NA
## 9231         NA         NA         NA         NA        NA          NA
## 1867         NA         NA         NA         NA        NA          NA
## 1956         NA         NA         NA         NA  4.342779          NA
## 2334         NA         NA         NA         NA        NA          NA
## 2450         NA         NA         NA         NA        NA          NA
## 372    4.120925  3.8198029         NA  3.2055139        NA          NA
## 412          NA  2.3623686         NA         NA        NA          NA
## 775          NA  0.4152129         NA         NA        NA          NA
## 1358         NA         NA         NA         NA        NA          NA
## 1448         NA         NA         NA         NA        NA          NA
## 1899         NA  2.6491988         NA         NA        NA          NA
## 1939         NA         NA  2.1586192         NA        NA          NA
## 2302         NA         NA         NA         NA        NA          NA
## 347          NA         NA         NA         NA        NA          NA
## 743          NA         NA         NA         NA        NA          NA
## 1374         NA         NA         NA         NA        NA          NA
## 1376         NA  1.1031197         NA         NA        NA          NA
## 14871        NA         NA         NA         NA        NA  0.93019717
## 1509         NA         NA         NA         NA        NA          NA
## 1874         NA         NA  1.2633225         NA        NA          NA
## 2270         NA         NA         NA         NA        NA          NA
## 711          NA         NA         NA         NA        NA          NA
## 10421        NA         NA         NA         NA        NA          NA
## 1161         NA  3.3469374         NA         NA        NA          NA
## 1235         NA         NA         NA         NA        NA          NA
## 1300         NA         NA         NA         NA        NA          NA
## 1320         NA         NA         NA         NA        NA          NA
## 2238         NA  3.4362566         NA         NA        NA          NA
## 2569         NA -3.3449370         NA         NA -4.488817          NA
## 395          NA         NA         NA         NA        NA          NA
## 1429         NA         NA         NA         NA        NA          NA
## 1440         NA         NA         NA         NA        NA          NA
## 1443   1.855530         NA         NA         NA        NA          NA
## 1474         NA         NA         NA         NA        NA  0.25675935
## 1501         NA         NA         NA         NA        NA          NA
## 1502         NA         NA         NA         NA        NA  1.50996009
## 1504         NA         NA         NA         NA        NA          NA
## 1516         NA  0.5831288         NA         NA        NA          NA
## 1922         NA         NA         NA         NA        NA          NA
## 222          NA         NA         NA         NA        NA          NA
## 4791         NA  2.1389457         NA         NA        NA          NA
## 1254         NA         NA         NA         NA        NA          NA
## 1343         NA         NA         NA         NA        NA          NA
## 1671         NA         NA         NA         NA        NA  0.32462349
## 1705         NA         NA         NA         NA        NA  0.88455444
## 1719         NA         NA         NA         NA        NA          NA
## 1830         NA         NA         NA         NA        NA          NA
## 1172         NA         NA         NA         NA        NA          NA
## 11951        NA         NA         NA -2.9579695        NA          NA
## 1311         NA         NA         NA         NA        NA          NA
## 1313         NA         NA         NA         NA        NA          NA
## 1353         NA         NA         NA         NA        NA          NA
## 1360         NA         NA         NA  3.5077470        NA          NA
## 1895         NA         NA         NA         NA        NA          NA
## 1983         NA         NA  2.8014007         NA        NA          NA
## 2248         NA         NA         NA         NA  4.418329          NA
## 2357         NA         NA         NA         NA        NA          NA
## 226          NA         NA         NA         NA        NA          NA
## 480          NA  2.6272914         NA         NA        NA          NA
## 845          NA         NA         NA         NA        NA          NA
## 1552         NA         NA         NA         NA        NA          NA
## 1609         NA         NA         NA         NA        NA          NA
## 1703         NA         NA         NA         NA        NA          NA
## 1728         NA         NA         NA         NA        NA  0.69539648
## 2145         NA         NA         NA         NA        NA          NA
## 249          NA         NA         NA         NA        NA          NA
## 251          NA         NA         NA         NA        NA          NA
## 506          NA -2.3275027         NA         NA        NA          NA
## 556          NA         NA         NA         NA        NA          NA
## 1208         NA         NA         NA         NA        NA          NA
## 1283         NA         NA         NA         NA        NA          NA
## 1284         NA         NA         NA         NA        NA -1.01430971
## 2345         NA         NA         NA         NA        NA          NA
## 2565         NA         NA         NA         NA        NA          NA
## 317          NA  2.8055034         NA         NA  4.462380          NA
## 335          NA         NA         NA         NA        NA          NA
## 663          NA         NA         NA         NA        NA          NA
## 1333         NA         NA         NA         NA        NA          NA
## 1475         NA         NA         NA         NA        NA          NA
## 19961        NA         NA  0.8753477         NA        NA          NA
## 2113         NA         NA         NA         NA        NA          NA
## 2368         NA         NA         NA         NA        NA          NA
## 22           NA  2.6580546         NA         NA        NA          NA
## 63           NA         NA         NA         NA        NA          NA
## 168          NA         NA         NA         NA        NA          NA
## 174          NA  2.4021500         NA         NA        NA          NA
## 673          NA -2.5503416         NA         NA        NA          NA
## 1177         NA  2.5517430         NA         NA        NA          NA
## 1180         NA         NA         NA         NA        NA          NA
## 1260         NA         NA         NA         NA  1.900370          NA
## 1744         NA         NA         NA         NA        NA          NA
## 1759         NA         NA         NA         NA        NA          NA
## 2222         NA         NA         NA         NA        NA          NA
## 2362         NA         NA         NA         NA        NA          NA
## 2530         NA         NA         NA         NA        NA          NA
## 2600         NA         NA         NA         NA        NA          NA
## 2641         NA         NA         NA         NA        NA          NA
## 7581         NA  2.8347105         NA         NA  4.193072  1.14766456
## 1178         NA         NA         NA         NA        NA          NA
## 1287         NA  1.3730721         NA         NA        NA          NA
## 1445         NA         NA         NA         NA        NA          NA
## 19561        NA         NA         NA         NA  4.342779          NA
## 2229         NA         NA         NA         NA        NA          NA
## 2246         NA         NA         NA         NA        NA          NA
## 2312         NA -2.5145980         NA         NA        NA          NA
## 2412         NA         NA         NA         NA        NA          NA
## 173          NA         NA         NA         NA  3.166097          NA
## 315          NA         NA         NA         NA        NA          NA
## 376          NA         NA         NA         NA        NA          NA
## 1630         NA         NA  1.0153910         NA        NA          NA
## 1646         NA         NA         NA         NA        NA          NA
## 1683         NA         NA         NA  4.0029100        NA  1.27305524
## 1891         NA         NA         NA         NA        NA          NA
## 1930         NA  4.0255123         NA         NA  4.830891          NA
## 2007         NA         NA         NA         NA  3.418978          NA
## 2252         NA         NA         NA         NA        NA          NA
## 2471         NA         NA         NA         NA        NA          NA
## 2511         NA         NA         NA         NA        NA          NA
## 152          NA  2.7046740         NA         NA        NA          NA
## 307          NA         NA         NA         NA  6.341029          NA
## 414          NA  1.7460960         NA         NA        NA          NA
## 1185         NA  2.5297335         NA         NA        NA          NA
## 1331         NA  2.0143625         NA         NA        NA          NA
## 1351         NA         NA         NA         NA        NA          NA
## 1565         NA         NA -0.7412424         NA        NA          NA
## 1718         NA         NA         NA         NA        NA          NA
## 1808         NA         NA  1.5063247         NA        NA          NA
## 2013         NA         NA         NA         NA        NA          NA
## 2031         NA         NA  1.0442739         NA        NA          NA
## 2090         NA         NA         NA         NA        NA          NA
## 598          NA -2.7308310         NA         NA        NA          NA
## 1155         NA         NA         NA         NA        NA          NA
## 13581        NA         NA         NA         NA        NA          NA
## 1533         NA  2.9873790         NA         NA        NA          NA
## 2025         NA  2.9080706         NA         NA        NA          NA
## 2035         NA         NA         NA         NA        NA          NA
## 2307         NA         NA         NA         NA        NA          NA
## 2498         NA -2.6234368         NA         NA        NA          NA
## 5321         NA -2.7582295         NA         NA        NA          NA
## 975          NA         NA         NA         NA        NA          NA
## 1040         NA         NA         NA         NA        NA          NA
## 1214         NA  2.2661521         NA         NA        NA          NA
## 1612         NA         NA         NA         NA        NA          NA
## 2006         NA         NA         NA         NA        NA          NA
## 2338         NA -2.3072718         NA         NA        NA          NA
## 2504         NA         NA         NA         NA        NA          NA
## 2536         NA         NA         NA         NA        NA          NA
## 279          NA         NA         NA         NA  3.882797          NA
## 351          NA  2.6022528         NA         NA        NA  0.26586185
## 1336         NA         NA         NA         NA        NA          NA
## 13492        NA         NA         NA         NA        NA          NA
## 1356         NA         NA         NA         NA        NA -0.71030149
## 1417         NA         NA         NA         NA        NA          NA
## 15091        NA         NA         NA         NA        NA          NA
## 1542         NA  2.1473916         NA         NA        NA          NA
## 2055         NA         NA         NA         NA        NA          NA
## 2273         NA         NA         NA         NA        NA          NA
## 2499         NA         NA         NA         NA        NA          NA
## 2566         NA -3.2821037         NA         NA        NA          NA
## 51           NA  3.5027059         NA         NA        NA          NA
## 365          NA         NA         NA         NA        NA  0.02233579
## 552          NA         NA         NA         NA        NA -0.02385083
## 630          NA -2.8363800         NA         NA        NA          NA
## 1493         NA         NA         NA         NA        NA          NA
## 1506         NA  1.1773673         NA         NA        NA          NA
## 1514         NA         NA         NA         NA        NA          NA
## 1925         NA         NA         NA         NA        NA  0.28069440
## 2349         NA         NA         NA         NA        NA          NA
## 2413         NA         NA         NA         NA        NA          NA
## 2629         NA         NA         NA         NA        NA          NA
## 48           NA         NA         NA         NA        NA          NA
## 246          NA         NA         NA         NA        NA          NA
## 1428         NA         NA         NA         NA        NA          NA
## 14872        NA         NA         NA         NA        NA  0.93019717
## 1503         NA         NA         NA         NA        NA          NA
## 16981        NA         NA         NA         NA        NA          NA
## 1700         NA         NA         NA  4.3639386        NA          NA
## 2169         NA         NA  0.2410821         NA        NA          NA
## 2178         NA         NA         NA         NA        NA          NA
## 2626         NA         NA         NA         NA        NA          NA
## 3951         NA         NA         NA         NA        NA          NA
## 1270         NA  3.2588471         NA         NA        NA          NA
## 1315         NA         NA         NA         NA        NA          NA
## 1381         NA         NA         NA         NA        NA          NA
## 16531        NA         NA         NA         NA        NA          NA
## 1661         NA         NA         NA         NA        NA          NA
## 2027         NA         NA         NA         NA        NA          NA
## 2128         NA         NA         NA         NA  4.978864          NA
## 1220         NA         NA         NA         NA        NA          NA
## 1369         NA         NA  2.3191328         NA        NA          NA
## 1392         NA         NA         NA         NA        NA          NA
## 1751         NA         NA         NA         NA        NA          NA
## 1988         NA         NA         NA         NA  3.573595          NA
## 2153         NA         NA         NA         NA        NA          NA
## 2167         NA         NA         NA         NA        NA          NA
## 2437         NA         NA         NA         NA        NA          NA
## 2454         NA         NA         NA         NA -2.905988          NA
## 2578         NA -2.2458515         NA         NA        NA          NA
## 1097         NA         NA         NA         NA        NA  0.16178656
## 1209         NA         NA         NA         NA  5.729482          NA
## 1335         NA         NA         NA         NA        NA          NA
## 1975         NA         NA         NA         NA        NA          NA
## 2187         NA  3.1193539         NA         NA  4.655778          NA
## 2259         NA         NA         NA         NA  3.110227          NA
## 2341         NA         NA         NA         NA        NA          NA
## 2453         NA         NA         NA         NA        NA          NA
## 2522         NA         NA         NA         NA        NA          NA
## 574          NA -3.9483812         NA         NA        NA          NA
## 590          NA         NA         NA         NA        NA          NA
## 983          NA         NA         NA         NA        NA  0.17920816
## 1013  -5.010891 -3.9205033         NA         NA        NA          NA
## 2076         NA         NA -0.8127788         NA        NA          NA
## 2158         NA         NA         NA         NA        NA          NA
## 2177         NA         NA         NA         NA        NA          NA
## 2324         NA         NA         NA         NA        NA          NA
## 182          NA  3.5042803         NA         NA        NA  2.39041126
## 212          NA  2.9628026         NA         NA        NA          NA
## 333          NA         NA         NA         NA        NA          NA
## 609          NA         NA         NA         NA        NA          NA
## 1162         NA  2.6091605         NA         NA        NA          NA
## 1286         NA         NA         NA         NA        NA          NA
## 1426         NA         NA         NA         NA        NA          NA
## 1611         NA         NA         NA         NA        NA          NA
## 1882         NA         NA         NA         NA        NA          NA
## 1958         NA         NA         NA         NA        NA          NA
## 2038         NA         NA         NA         NA        NA  1.16597897
## 2467         NA         NA         NA         NA        NA          NA
## 756          NA         NA         NA         NA        NA          NA
## 780          NA         NA         NA         NA        NA          NA
## 991          NA         NA         NA         NA  3.462193          NA
## 1305         NA         NA         NA         NA        NA          NA
## 1373         NA         NA         NA         NA        NA          NA
## 1459         NA  2.2637301         NA         NA        NA          NA
## 1594         NA         NA         NA         NA        NA          NA
## 1860         NA         NA  1.4014558         NA        NA          NA
## 613          NA         NA         NA         NA        NA          NA
## 1108         NA         NA         NA         NA -3.403296          NA
## 2279         NA         NA         NA         NA        NA          NA
## 2310         NA         NA         NA         NA        NA          NA
## 2333         NA         NA         NA         NA        NA          NA
## 2348         NA         NA         NA         NA        NA          NA
## 2372         NA         NA         NA         NA        NA          NA
## 2526         NA         NA         NA         NA        NA          NA
## 2574         NA -2.9895965         NA         NA        NA          NA
## 111          NA         NA         NA         NA        NA          NA
## 1438         NA         NA         NA         NA        NA          NA
## 15041        NA         NA         NA         NA        NA          NA
## 1811         NA         NA  0.3823634         NA        NA          NA
## 2092         NA  1.9812351         NA         NA  4.325647          NA
## 2131         NA         NA  1.6342923         NA        NA          NA
## 2410         NA         NA         NA         NA        NA          NA
## 2539         NA         NA         NA         NA        NA          NA
## 1111         NA         NA         NA         NA        NA          NA
## 14381        NA         NA         NA         NA        NA          NA
## 15042        NA         NA         NA         NA        NA          NA
## 18111        NA         NA  0.3823634         NA        NA          NA
## 20921        NA  1.9812351         NA         NA  4.325647          NA
## 21311        NA         NA  1.6342923         NA        NA          NA
## 24101        NA         NA         NA         NA        NA          NA
## 25391        NA         NA         NA         NA        NA          NA
## 529          NA         NA         NA         NA        NA          NA
## 638          NA         NA         NA         NA -3.467370          NA
## 951          NA  2.3354529         NA         NA        NA  0.79072087
## 1505         NA         NA         NA         NA        NA          NA
## 1614         NA  3.3408162         NA         NA        NA          NA
## 1927         NA  2.8201122         NA         NA        NA          NA
## 2481         NA         NA         NA         NA -5.247035          NA
## 2590         NA -3.4831094         NA         NA        NA          NA
## 467          NA         NA         NA         NA        NA          NA
##           HAA_KC   HAA_SV HAA_NA HAA_FO   HAA_KN HAA_SC Pit_plus_CH Pit_plus_CU
## 479           NA       NA     NA     NA       NA     NA    77.24591          NA
## 532           NA       NA     NA     NA       NA     NA    86.70031    98.81991
## 1032          NA       NA     NA     NA       NA     NA    93.94217    97.14731
## 1042          NA       NA     NA     NA       NA     NA    93.25909          NA
## 1047          NA       NA     NA     NA       NA     NA    97.20000    84.40000
## 1964          NA       NA     NA     NA       NA     NA    87.02308          NA
## 2148          NA       NA     NA     NA       NA     NA          NA    58.00000
## 2154          NA       NA     NA     NA       NA     NA          NA          NA
## 2192          NA       NA     NA     NA       NA     NA    95.77333          NA
## 2241          NA       NA     NA     NA       NA     NA    86.05135          NA
## 447           NA       NA     NA     NA       NA     NA          NA          NA
## 490   -3.8001323       NA     NA     NA       NA     NA    94.67623          NA
## 496           NA       NA     NA     NA       NA     NA    91.93149   104.85785
## 923    2.0647750       NA     NA     NA       NA     NA    92.20494          NA
## 1038          NA       NA     NA     NA       NA     NA    96.45983   111.16118
## 1960          NA       NA     NA     NA       NA     NA          NA          NA
## 1984          NA       NA     NA     NA       NA     NA          NA          NA
## 1996          NA       NA     NA     NA       NA     NA          NA          NA
## 2009          NA       NA     NA     NA       NA     NA   128.96667          NA
## 2051          NA       NA     NA     NA       NA     NA          NA          NA
## 2085          NA       NA     NA     NA       NA     NA          NA   126.76667
## 342           NA       NA     NA     NA       NA     NA   109.70725          NA
## 362           NA       NA     NA     NA       NA     NA          NA          NA
## 896           NA       NA     NA     NA       NA     NA    76.09000    72.40000
## 1195          NA       NA     NA     NA       NA     NA    90.96333          NA
## 1389          NA       NA     NA     NA       NA     NA          NA          NA
## 1393          NA       NA     NA     NA       NA     NA          NA    99.40000
## 1463          NA       NA     NA     NA       NA     NA   107.52768          NA
## 1767          NA       NA     NA     NA       NA     NA   111.30000          NA
## 2587          NA       NA     NA     NA       NA     NA          NA          NA
## 2607          NA       NA     NA     NA       NA     NA    78.82500          NA
## 137           NA       NA     NA     NA       NA     NA   102.99986    97.78005
## 258    1.8169496       NA     NA     NA       NA     NA    98.23054          NA
## 377           NA       NA     NA     NA       NA     NA    98.47611          NA
## 1581          NA       NA     NA     NA       NA     NA          NA          NA
## 1640          NA       NA     NA     NA       NA     NA          NA   110.89444
## 2382          NA       NA     NA     NA       NA     NA          NA   106.55309
## 2503          NA       NA     NA     NA       NA     NA          NA   101.78246
## 2622          NA       NA     NA     NA       NA     NA    52.67500    83.11389
## 69            NA       NA     NA     NA       NA     NA          NA          NA
## 136           NA       NA     NA     NA       NA     NA    99.58088   100.15882
## 1101          NA       NA     NA     NA       NA     NA    95.86898          NA
## 1268   2.2943944       NA     NA     NA       NA     NA    97.41797          NA
## 1279          NA       NA     NA     NA       NA     NA   104.19498          NA
## 1308   2.5664907       NA     NA     NA       NA     NA          NA          NA
## 1324          NA       NA     NA     NA       NA     NA          NA          NA
## 1330          NA       NA     NA     NA       NA     NA    94.58673    92.22952
## 2104          NA       NA     NA     NA       NA     NA    61.10000          NA
## 2314          NA       NA     NA     NA       NA     NA          NA          NA
## 2381          NA       NA     NA     NA       NA     NA          NA    92.84000
## 55            NA       NA     NA     NA       NA     NA    92.55783    89.16667
## 1153          NA       NA     NA     NA       NA     NA   120.08571          NA
## 1439          NA       NA     NA     NA       NA     NA          NA          NA
## 1617          NA       NA     NA     NA       NA     NA    88.25556   103.46757
## 1653          NA       NA     NA     NA       NA     NA          NA    52.80000
## 1737          NA       NA     NA     NA       NA     NA   106.49509          NA
## 1926          NA       NA     NA     NA       NA     NA   110.86190   107.84444
## 2300          NA       NA     NA     NA       NA     NA          NA    73.50000
## 238           NA       NA     NA     NA       NA     NA    91.08139    99.05069
## 1077          NA       NA     NA     NA       NA     NA    94.94324    81.84107
## 1159          NA       NA     NA     NA       NA     NA          NA          NA
## 1253          NA       NA     NA     NA       NA     NA          NA          NA
## 1387          NA       NA     NA     NA       NA     NA   113.32432          NA
## 1450          NA       NA     NA     NA       NA     NA    79.70000          NA
## 1915          NA       NA     NA     NA       NA     NA   155.40000          NA
## 2483          NA       NA     NA     NA       NA     NA          NA          NA
## 612           NA       NA     NA     NA       NA     NA    95.27496   102.84007
## 1229          NA       NA     NA     NA       NA     NA          NA          NA
## 1231          NA       NA     NA     NA       NA     NA    68.67500    93.81538
## 1349          NA       NA     NA     NA       NA     NA    98.20506          NA
## 1553          NA       NA     NA     NA       NA     NA    98.94167          NA
## 1660          NA       NA     NA     NA       NA     NA    56.20000          NA
## 1663          NA       NA     NA     NA       NA     NA    91.39595          NA
## 1959          NA       NA     NA     NA       NA     NA          NA          NA
## 6121          NA       NA     NA     NA       NA     NA    95.27496   102.84007
## 12291         NA       NA     NA     NA       NA     NA          NA          NA
## 12311         NA       NA     NA     NA       NA     NA    68.67500    93.81538
## 13491         NA       NA     NA     NA       NA     NA    98.20506          NA
## 15531         NA       NA     NA     NA       NA     NA    98.94167          NA
## 16601         NA       NA     NA     NA       NA     NA    56.20000          NA
## 16631         NA       NA     NA     NA       NA     NA    91.39595          NA
## 19591         NA       NA     NA     NA       NA     NA          NA          NA
## 476           NA       NA     NA     NA       NA     NA    90.58154          NA
## 527           NA       NA     NA     NA       NA     NA          NA   106.50980
## 576           NA       NA     NA     NA       NA     NA   100.67108    89.00314
## 2047          NA       NA     NA     NA       NA     NA          NA          NA
## 2118          NA       NA     NA     NA       NA     NA    89.96333          NA
## 2133          NA       NA     NA     NA       NA     NA   101.57682          NA
## 2134          NA       NA     NA     NA       NA     NA          NA          NA
## 2139          NA       NA     NA     NA       NA     NA    55.13333          NA
## 2181          NA       NA     NA     NA       NA     NA          NA          NA
## 2190          NA       NA     NA     NA       NA     NA    75.48000    85.73824
## 2205          NA       NA     NA     NA       NA     NA          NA          NA
## 2206          NA       NA     NA     NA       NA     NA    97.85041          NA
## 758           NA       NA     NA     NA       NA     NA          NA    99.75278
## 820           NA       NA     NA     NA       NA     NA   103.34764    99.29924
## 1535          NA       NA     NA     NA       NA     NA          NA    93.34907
## 1546          NA       NA     NA     NA       NA     NA          NA   101.06200
## 1555          NA       NA     NA     NA       NA     NA    90.26918          NA
## 1618          NA       NA     NA     NA       NA     NA          NA          NA
## 1684   3.1765422       NA     NA     NA       NA     NA          NA          NA
## 1740          NA       NA     NA     NA       NA     NA    59.40833          NA
## 1746          NA       NA     NA     NA       NA     NA   107.02000          NA
## 2515          NA       NA     NA     NA       NA     NA          NA          NA
## 2577          NA       NA     NA     NA       NA     NA    98.58824          NA
## 537           NA       NA     NA     NA       NA     NA    90.08429          NA
## 960    1.9220700       NA     NA     NA       NA     NA    77.88081          NA
## 1068          NA       NA     NA     NA       NA     NA    93.50426   109.42530
## 12531         NA       NA     NA     NA       NA     NA          NA          NA
## 1301          NA       NA     NA     NA       NA     NA    87.16000          NA
## 1487          NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1508          NA       NA     NA     NA       NA     NA          NA          NA
## 1735          NA       NA     NA     NA       NA     NA   110.84167   104.74167
## 2294          NA       NA     NA     NA       NA     NA          NA          NA
## 805           NA       NA     NA     NA       NA     NA    95.90000   110.20000
## 1563   2.5377454       NA     NA     NA       NA     NA    96.81196          NA
## 1576          NA       NA     NA     NA       NA     NA          NA          NA
## 1578          NA       NA     NA     NA       NA     NA          NA          NA
## 1588          NA       NA     NA     NA       NA     NA          NA    97.30000
## 1606          NA       NA     NA     NA       NA     NA   104.56403          NA
## 1644          NA       NA     NA     NA       NA     NA          NA   126.80000
## 1650          NA       NA     NA     NA       NA     NA          NA          NA
## 1655          NA       NA     NA     NA       NA     NA          NA          NA
## 1679          NA       NA     NA     NA       NA     NA    93.60968          NA
## 1698          NA       NA     NA     NA       NA     NA   108.75122          NA
## 1712          NA       NA     NA     NA       NA     NA          NA          NA
## 1722          NA       NA     NA     NA       NA     NA    64.35714          NA
## 1745          NA       NA     NA     NA       NA     NA   109.90381          NA
## 2562          NA       NA     NA     NA       NA     NA    80.82818          NA
## 366           NA       NA     NA     NA       NA     NA   100.32879   101.40493
## 389           NA       NA     NA     NA       NA     NA   107.15416          NA
## 424           NA       NA     NA     NA       NA     NA          NA   118.95626
## 1627          NA       NA     NA     NA       NA     NA          NA          NA
## 1668          NA       NA     NA     NA       NA     NA    61.80000          NA
## 2123          NA       NA     NA     NA       NA     NA          NA          NA
## 2146          NA       NA     NA     NA       NA     NA    76.93889          NA
## 21811         NA       NA     NA     NA       NA     NA          NA          NA
## 231           NA       NA     NA     NA       NA     NA    92.48500   110.51250
## 592           NA       NA     NA     NA       NA     NA    91.24094          NA
## 813           NA       NA     NA     NA       NA     NA    86.10000    79.10000
## 1088          NA       NA     NA     NA       NA     NA   111.18793    88.85455
## 1449          NA       NA     NA     NA       NA     NA   106.67266          NA
## 1670          NA       NA     NA     NA       NA     NA    99.25924          NA
## 1945          NA       NA     NA     NA       NA     NA          NA          NA
## 2306          NA       NA     NA     NA       NA     NA   101.90000   180.10000
## 2527          NA       NA     NA     NA       NA     NA    99.61514          NA
## 340           NA       NA     NA     NA       NA     NA          NA          NA
## 429           NA       NA     NA     NA       NA     NA    86.77282    85.36469
## 807           NA       NA     NA     NA       NA     NA   100.16104   123.11667
## 9231   2.0647750       NA     NA     NA       NA     NA    92.20494          NA
## 1867          NA       NA     NA     NA       NA     NA   101.54000   111.10000
## 1956          NA       NA     NA     NA       NA     NA    91.62500    89.27917
## 2334          NA       NA     NA     NA       NA     NA          NA    65.80000
## 2450          NA       NA     NA     NA       NA     NA   100.03620          NA
## 372    4.2110959       NA     NA     NA       NA     NA          NA          NA
## 412           NA 3.734554     NA     NA       NA     NA    74.13663   100.09793
## 775           NA       NA     NA     NA       NA     NA   113.86364   104.20769
## 1358          NA       NA     NA     NA       NA     NA    54.40000    63.60000
## 1448          NA       NA     NA     NA       NA     NA    88.47615          NA
## 1899          NA       NA     NA     NA       NA     NA    72.00000    44.70000
## 1939          NA       NA     NA     NA       NA     NA          NA    42.40000
## 2302          NA       NA     NA     NA       NA     NA          NA          NA
## 347           NA       NA     NA     NA       NA     NA          NA          NA
## 743           NA       NA     NA     NA       NA     NA   106.48915    97.71392
## 1374          NA       NA     NA     NA       NA     NA          NA          NA
## 1376          NA       NA     NA     NA       NA     NA    99.35484    93.30980
## 14871         NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1509          NA       NA     NA     NA       NA     NA    94.88571          NA
## 1874          NA       NA     NA     NA       NA     NA          NA          NA
## 2270          NA       NA     NA     NA       NA     NA    82.75610          NA
## 711    3.4210322       NA     NA     NA       NA     NA   104.16342          NA
## 10421         NA       NA     NA     NA       NA     NA    93.25909          NA
## 1161   3.3018798       NA     NA     NA       NA     NA          NA          NA
## 1235          NA       NA     NA     NA       NA     NA          NA   101.22735
## 1300          NA       NA     NA     NA       NA     NA          NA          NA
## 1320          NA       NA     NA     NA       NA     NA    97.75161          NA
## 2238          NA       NA     NA     NA       NA     NA   107.18462          NA
## 2569          NA       NA     NA     NA       NA     NA   107.00000          NA
## 395           NA       NA     NA     NA       NA     NA   111.92238          NA
## 1429          NA       NA     NA     NA       NA     NA   126.85000          NA
## 1440          NA       NA     NA     NA       NA     NA          NA          NA
## 1443          NA       NA     NA     NA       NA     NA    97.95430    96.25833
## 1474          NA       NA     NA     NA       NA     NA          NA          NA
## 1501          NA       NA     NA     NA       NA     NA    98.51613          NA
## 1502          NA       NA     NA     NA       NA     NA          NA          NA
## 1504          NA       NA     NA     NA       NA     NA          NA          NA
## 1516          NA       NA     NA     NA       NA     NA          NA    94.65686
## 1922          NA       NA     NA     NA       NA     NA          NA          NA
## 222           NA       NA     NA     NA       NA     NA    88.54302   109.44676
## 4791          NA       NA     NA     NA       NA     NA    77.24591          NA
## 1254          NA       NA     NA     NA       NA     NA    93.42609   112.53990
## 1343          NA       NA     NA     NA       NA     NA          NA   183.00000
## 1671          NA       NA     NA     NA       NA     NA          NA          NA
## 1705          NA       NA     NA     NA       NA     NA          NA    85.78636
## 1719          NA       NA     NA     NA       NA     NA          NA          NA
## 1830          NA       NA     NA     NA       NA     NA   104.74000          NA
## 1172          NA       NA     NA     NA       NA     NA          NA    99.88182
## 11951         NA       NA     NA     NA       NA     NA    90.96333          NA
## 1311          NA       NA     NA     NA       NA     NA          NA    95.02113
## 1313          NA       NA     NA     NA       NA     NA    99.01905          NA
## 1353          NA       NA     NA     NA       NA     NA   114.13043          NA
## 1360          NA       NA     NA     NA       NA     NA    79.01875    90.69464
## 1895          NA       NA     NA     NA       NA     NA   104.50556          NA
## 1983          NA       NA     NA     NA       NA     NA          NA          NA
## 2248          NA       NA     NA     NA       NA     NA    93.24933          NA
## 2357          NA       NA     NA     NA       NA     NA   111.32118   130.60000
## 226           NA       NA     NA     NA       NA     NA   102.76932          NA
## 480           NA       NA     NA     NA       NA     NA    95.12996          NA
## 845           NA       NA     NA     NA       NA     NA    82.33967   103.67199
## 1552          NA       NA     NA     NA       NA     NA    49.45000          NA
## 1609          NA       NA     NA     NA       NA     NA    90.40263   103.13103
## 1703          NA       NA     NA     NA 2.432441     NA          NA  -140.90000
## 1728          NA       NA     NA     NA       NA     NA          NA          NA
## 2145          NA       NA     NA     NA       NA     NA    56.10000          NA
## 249           NA       NA     NA     NA       NA     NA    92.95161   104.14051
## 251           NA       NA     NA     NA       NA     NA          NA   109.73218
## 506   -2.0658681       NA     NA     NA       NA     NA          NA   100.40896
## 556           NA       NA     NA     NA       NA     NA   101.20050          NA
## 1208          NA       NA     NA     NA       NA     NA    91.19196          NA
## 1283          NA       NA     NA     NA       NA     NA          NA          NA
## 1284          NA       NA     NA     NA       NA     NA          NA   113.16608
## 2345          NA       NA     NA     NA       NA     NA    74.89301          NA
## 2565          NA       NA     NA     NA       NA     NA          NA          NA
## 317           NA       NA     NA     NA       NA     NA    90.36422          NA
## 335           NA       NA     NA     NA       NA     NA          NA          NA
## 663           NA       NA     NA     NA       NA     NA    95.01167   101.29980
## 1333          NA       NA     NA     NA       NA     NA          NA          NA
## 1475          NA       NA     NA     NA       NA     NA    98.90000          NA
## 19961         NA       NA     NA     NA       NA     NA          NA          NA
## 2113          NA       NA     NA     NA       NA     NA          NA    97.75349
## 2368          NA       NA     NA     NA       NA     NA    98.28043          NA
## 22     4.1313621       NA     NA     NA       NA     NA          NA          NA
## 63     3.3222885       NA     NA     NA       NA     NA          NA          NA
## 168           NA       NA     NA     NA       NA     NA    93.92070          NA
## 174           NA       NA     NA     NA       NA     NA          NA   111.80816
## 673           NA       NA     NA     NA       NA     NA    93.58894   109.73689
## 1177          NA       NA     NA     NA       NA     NA   100.53125          NA
## 1180   4.6656212       NA     NA     NA       NA     NA          NA          NA
## 1260   1.3277457       NA     NA     NA       NA     NA   109.99718          NA
## 1744          NA       NA     NA     NA       NA     NA          NA          NA
## 1759          NA       NA     NA     NA       NA     NA    95.87209    99.60816
## 2222          NA       NA     NA     NA       NA     NA          NA          NA
## 2362          NA       NA     NA     NA       NA     NA    93.23973    95.04340
## 2530          NA       NA     NA     NA       NA     NA          NA  -209.30000
## 2600          NA       NA     NA     NA       NA     NA   122.10000          NA
## 2641          NA       NA     NA     NA       NA     NA    82.31538          NA
## 7581          NA       NA     NA     NA       NA     NA          NA    99.75278
## 1178          NA       NA     NA     NA       NA     NA   -79.50000          NA
## 1287          NA       NA     NA     NA       NA     NA   108.37683    99.29778
## 1445          NA       NA     NA     NA       NA     NA   300.70000          NA
## 19561         NA       NA     NA     NA       NA     NA    91.62500    89.27917
## 2229          NA       NA     NA     NA       NA     NA    95.15281          NA
## 2246          NA       NA     NA     NA       NA     NA    86.38333          NA
## 2312  -1.7944179       NA     NA     NA       NA     NA   103.67391          NA
## 2412          NA       NA     NA     NA       NA     NA    97.16800          NA
## 173           NA       NA     NA     NA       NA     NA    86.26988    91.88261
## 315           NA       NA     NA     NA       NA     NA    95.03453          NA
## 376    1.9734293       NA     NA     NA       NA     NA          NA          NA
## 1630          NA       NA     NA     NA       NA     NA          NA          NA
## 1646          NA       NA     NA     NA       NA     NA    59.82500          NA
## 1683          NA       NA     NA     NA       NA     NA          NA          NA
## 1891          NA       NA     NA     NA       NA     NA    97.28000          NA
## 1930          NA       NA     NA     NA       NA     NA   100.57778          NA
## 2007          NA       NA     NA     NA       NA     NA          NA          NA
## 2252          NA       NA     NA     NA       NA     NA    61.63333          NA
## 2471          NA       NA     NA     NA       NA     NA    66.19744          NA
## 2511          NA       NA     NA     NA       NA     NA          NA    97.09583
## 152           NA       NA     NA     NA       NA     NA          NA          NA
## 307           NA       NA     NA     NA       NA     NA          NA          NA
## 414           NA       NA     NA     NA       NA     NA          NA          NA
## 1185   2.9579077       NA     NA     NA       NA     NA    95.98816          NA
## 1331          NA       NA     NA     NA       NA     NA   100.14863   100.42985
## 1351          NA       NA     NA     NA       NA     NA   115.30000   119.40000
## 1565          NA       NA     NA     NA       NA     NA          NA    24.14500
## 1718          NA       NA     NA     NA       NA     NA    53.10000          NA
## 1808          NA       NA     NA     NA       NA     NA          NA   258.00000
## 2013          NA       NA     NA     NA       NA     NA   108.03194   109.93578
## 2031          NA       NA     NA     NA       NA     NA          NA          NA
## 2090          NA       NA     NA     NA       NA     NA    96.07647          NA
## 598           NA       NA     NA     NA       NA     NA    99.28973    99.78794
## 1155          NA       NA     NA     NA       NA     NA          NA          NA
## 13581         NA       NA     NA     NA       NA     NA    54.40000    63.60000
## 1533          NA       NA     NA     NA       NA     NA    92.21892          NA
## 2025          NA       NA     NA     NA       NA     NA    88.84109          NA
## 2035          NA       NA     NA     NA       NA     NA    91.65357          NA
## 2307          NA       NA     NA     NA       NA     NA   103.41215          NA
## 2498          NA       NA     NA     NA       NA     NA    91.76034    88.30000
## 5321          NA       NA     NA     NA       NA     NA    86.70031    98.81991
## 975           NA       NA     NA     NA       NA     NA   105.28482   106.24452
## 1040          NA       NA     NA     NA       NA     NA    90.04437   108.17500
## 1214          NA       NA     NA     NA       NA     NA          NA          NA
## 1612          NA       NA     NA     NA       NA     NA          NA          NA
## 2006          NA       NA     NA     NA       NA     NA          NA          NA
## 2338          NA       NA     NA     NA       NA     NA    55.55000          NA
## 2504          NA       NA     NA     NA       NA     NA          NA    93.88532
## 2536          NA       NA     NA     NA       NA     NA   103.20000    88.60000
## 279           NA       NA     NA     NA       NA     NA    98.09641          NA
## 351           NA       NA     NA     NA       NA     NA          NA          NA
## 1336          NA       NA     NA     NA       NA     NA    75.33333          NA
## 13492         NA       NA     NA     NA       NA     NA    98.20506          NA
## 1356          NA       NA     NA     NA       NA     NA          NA          NA
## 1417          NA       NA     NA     NA       NA     NA    95.57273          NA
## 15091         NA       NA     NA     NA       NA     NA    94.88571          NA
## 1542          NA       NA     NA     NA       NA     NA          NA          NA
## 2055          NA       NA     NA     NA       NA     NA    94.96529   107.39600
## 2273          NA       NA     NA     NA       NA     NA          NA          NA
## 2499          NA       NA     NA     NA       NA     NA    82.14182          NA
## 2566          NA       NA     NA     NA       NA     NA    86.29744          NA
## 51            NA       NA     NA     NA       NA     NA    87.71547    89.36152
## 365           NA       NA     NA     NA       NA     NA          NA          NA
## 552           NA       NA     NA     NA       NA     NA          NA          NA
## 630           NA       NA     NA     NA       NA     NA          NA          NA
## 1493          NA       NA     NA     NA       NA     NA          NA          NA
## 1506          NA       NA     NA     NA       NA     NA          NA          NA
## 1514          NA       NA     NA     NA       NA     NA          NA          NA
## 1925          NA       NA     NA     NA       NA     NA          NA          NA
## 2349          NA       NA     NA     NA       NA     NA          NA          NA
## 2413          NA       NA     NA     NA       NA     NA    65.30000          NA
## 2629          NA       NA     NA     NA       NA     NA    85.20595          NA
## 48            NA       NA     NA     NA       NA     NA          NA   113.69692
## 246           NA       NA     NA     NA       NA     NA          NA          NA
## 1428          NA       NA     NA     NA       NA     NA   104.82222          NA
## 14872         NA       NA     NA     NA       NA     NA    90.64054    78.55000
## 1503          NA       NA     NA     NA       NA     NA          NA          NA
## 16981         NA       NA     NA     NA       NA     NA   108.75122          NA
## 1700          NA       NA     NA     NA       NA     NA          NA          NA
## 2169          NA       NA     NA     NA       NA     NA          NA    44.70000
## 2178          NA       NA     NA     NA       NA     NA   107.92243   107.46111
## 2626          NA       NA     NA     NA       NA     NA    94.40276          NA
## 3951          NA       NA     NA     NA       NA     NA   111.92238          NA
## 1270          NA       NA     NA     NA       NA     NA          NA    76.80000
## 1315          NA       NA     NA     NA       NA     NA   116.80000   117.23548
## 1381          NA       NA     NA     NA       NA     NA   104.32727          NA
## 16531         NA       NA     NA     NA       NA     NA          NA    52.80000
## 1661          NA       NA     NA     NA       NA     NA   109.05316    95.42000
## 2027          NA       NA     NA     NA       NA     NA    94.28000   133.45000
## 2128          NA       NA     NA     NA       NA     NA    97.97231          NA
## 1220          NA       NA     NA     NA       NA     NA   108.60204          NA
## 1369          NA       NA     NA     NA       NA     NA   -14.60000          NA
## 1392          NA       NA     NA     NA       NA     NA          NA          NA
## 1751          NA       NA     NA     NA       NA     NA    80.46667          NA
## 1988          NA       NA     NA     NA       NA     NA          NA          NA
## 2153          NA       NA     NA     NA       NA     NA    93.83186          NA
## 2167          NA       NA     NA     NA       NA     NA    99.66719    98.63273
## 2437          NA       NA     NA     NA       NA     NA   108.14130    87.06071
## 2454  -0.7926106       NA     NA     NA       NA     NA    97.32727    88.14118
## 2578          NA       NA     NA     NA       NA     NA          NA          NA
## 1097          NA       NA     NA     NA       NA     NA    90.54286   106.13152
## 1209          NA       NA     NA     NA       NA     NA          NA          NA
## 1335          NA       NA     NA     NA       NA     NA    64.50000   102.10000
## 1975          NA       NA     NA     NA       NA     NA          NA    97.18571
## 2187          NA       NA     NA     NA       NA     NA    96.46000          NA
## 2259          NA       NA     NA     NA       NA     NA          NA   106.56667
## 2341          NA       NA     NA     NA       NA     NA    63.17273          NA
## 2453          NA       NA     NA     NA       NA     NA    52.93333          NA
## 2522          NA       NA     NA     NA       NA     NA          NA    94.97324
## 574           NA       NA     NA     NA       NA     NA    98.46996   104.22370
## 590           NA       NA     NA     NA       NA     NA    97.33455          NA
## 983    2.1071732       NA     NA     NA       NA     NA          NA          NA
## 1013          NA       NA     NA     NA       NA     NA    92.61285   101.39310
## 2076          NA       NA     NA     NA       NA     NA          NA          NA
## 2158          NA       NA     NA     NA       NA     NA          NA          NA
## 2177          NA       NA     NA     NA       NA     NA    57.60000          NA
## 2324          NA       NA     NA     NA       NA     NA          NA          NA
## 182           NA       NA     NA     NA       NA     NA    81.18394    99.85176
## 212           NA       NA     NA     NA       NA     NA    93.60254    99.82426
## 333           NA       NA     NA     NA       NA     NA    92.78087    94.76441
## 609           NA       NA     NA     NA       NA     NA    93.06310    96.00787
## 1162          NA       NA     NA     NA       NA     NA    90.70000   102.67297
## 1286          NA       NA     NA     NA       NA     NA          NA    98.86026
## 1426          NA       NA     NA     NA       NA     NA          NA   107.56579
## 1611          NA       NA     NA     NA       NA     NA    79.97627          NA
## 1882          NA       NA     NA     NA       NA     NA    96.25854          NA
## 1958   2.5445206       NA     NA     NA       NA     NA    97.13289          NA
## 2038          NA       NA     NA     NA       NA     NA          NA          NA
## 2467          NA       NA     NA     NA       NA     NA    42.10000          NA
## 756           NA       NA     NA     NA       NA     NA    88.40000   135.50000
## 780    2.6215710       NA     NA     NA       NA     NA    90.09818          NA
## 991           NA       NA     NA     NA       NA     NA    87.55549          NA
## 1305          NA       NA     NA     NA       NA     NA   108.12895   107.20054
## 1373          NA       NA     NA     NA       NA     NA          NA          NA
## 1459          NA       NA     NA     NA       NA     NA   101.35671          NA
## 1594          NA       NA     NA     NA       NA     NA          NA   -19.90000
## 1860          NA       NA     NA     NA       NA     NA          NA          NA
## 613           NA       NA     NA     NA       NA     NA    86.45909          NA
## 1108          NA       NA     NA     NA       NA     NA   105.65561   105.56341
## 2279          NA       NA     NA     NA       NA     NA          NA          NA
## 2310          NA       NA     NA     NA       NA     NA          NA    65.60000
## 2333          NA       NA     NA     NA       NA     NA          NA    99.69885
## 2348          NA       NA     NA     NA       NA     NA   105.61935   102.35887
## 2372          NA       NA     NA     NA       NA     NA    85.77215          NA
## 2526          NA       NA     NA     NA       NA     NA          NA          NA
## 2574          NA       NA     NA     NA       NA     NA          NA          NA
## 111           NA       NA     NA     NA       NA     NA    92.68130    95.68778
## 1438          NA       NA     NA     NA       NA     NA          NA   104.72258
## 15041         NA       NA     NA     NA       NA     NA          NA          NA
## 1811          NA       NA     NA     NA       NA     NA          NA          NA
## 2092          NA       NA     NA     NA       NA     NA   100.38947          NA
## 2131          NA       NA     NA     NA       NA     NA          NA          NA
## 2410          NA       NA     NA     NA       NA     NA   102.81250   110.24444
## 2539  -1.9236935       NA     NA     NA       NA     NA   107.85700          NA
## 1111          NA       NA     NA     NA       NA     NA    92.68130    95.68778
## 14381         NA       NA     NA     NA       NA     NA          NA   104.72258
## 15042         NA       NA     NA     NA       NA     NA          NA          NA
## 18111         NA       NA     NA     NA       NA     NA          NA          NA
## 20921         NA       NA     NA     NA       NA     NA   100.38947          NA
## 21311         NA       NA     NA     NA       NA     NA          NA          NA
## 24101         NA       NA     NA     NA       NA     NA   102.81250   110.24444
## 25391 -1.9236935       NA     NA     NA       NA     NA   107.85700          NA
## 529           NA       NA     NA     NA       NA     NA          NA          NA
## 638           NA       NA     NA     NA       NA     NA   100.30646          NA
## 951           NA       NA     NA     NA       NA     NA          NA          NA
## 1505          NA       NA     NA     NA       NA     NA          NA   100.67097
## 1614          NA       NA     NA     NA       NA     NA          NA          NA
## 1927          NA       NA     NA     NA       NA     NA    97.52593   102.35192
## 2481          NA       NA     NA     NA       NA     NA    91.36727   101.61200
## 2590          NA       NA     NA     NA       NA     NA   104.28889          NA
## 467           NA       NA     NA     NA       NA     NA   112.55664          NA
##       Pit_plus_FA Pit_plus_SI Pit_plus_SL Pit_plus_KC Pit_plus_FC Pit_plus_FS
## 479      87.92610   101.77532   115.63753          NA    91.36304          NA
## 532      99.82187          NA          NA          NA    99.56130          NA
## 1032           NA   100.98539          NA          NA          NA          NA
## 1042     95.89412   101.49167   109.66000          NA          NA          NA
## 1047    104.90000          NA    97.10000          NA          NA          NA
## 1964     88.13151    82.26296    96.76291          NA          NA          NA
## 2148           NA          NA          NA          NA          NA          NA
## 2154           NA          NA          NA          NA          NA          NA
## 2192           NA    98.87500   113.08889          NA   104.17895          NA
## 2241    113.24118    93.70390    92.27222          NA          NA          NA
## 447      98.19709    89.13542   102.63169          NA          NA   110.26690
## 490      93.98485    94.78532          NA    90.23562    92.38881          NA
## 496      94.62153    83.73074          NA          NA    91.32355          NA
## 923     102.28259    90.85714   103.88724   143.65000          NA          NA
## 1038     68.46019    91.54204          NA          NA          NA          NA
## 1960           NA          NA          NA          NA          NA          NA
## 1984     88.13000          NA    92.12022          NA          NA    96.25000
## 1996           NA          NA          NA          NA          NA          NA
## 2009     95.26750          NA          NA          NA    96.65185          NA
## 2051    108.05390   104.68364   102.98148          NA          NA          NA
## 2085     99.54414    98.79574   107.57044          NA          NA   105.61600
## 342      76.95838    96.24526   104.28373          NA          NA          NA
## 362      99.39101          NA   104.74332          NA          NA   117.04019
## 896      87.50309          NA   112.54348          NA          NA          NA
## 1195    101.11909    90.75357   107.54675          NA          NA          NA
## 1389     87.40270          NA   104.70577          NA          NA          NA
## 1393     93.50000          NA          NA          NA          NA          NA
## 1463     97.45789          NA   120.71475          NA          NA          NA
## 1767     97.58108          NA   109.95357          NA          NA          NA
## 2587           NA    87.27703    80.15082          NA          NA          NA
## 2607     92.84768          NA    92.67390          NA          NA          NA
## 137      96.42247          NA   106.05422          NA          NA          NA
## 258      95.64080          NA   107.12669    92.52187          NA          NA
## 377      83.72460    72.92463    73.62096          NA          NA          NA
## 1581     84.40556          NA          NA          NA          NA          NA
## 1640     75.20727          NA    91.71842          NA          NA          NA
## 2382     92.49774    99.60903   102.83644          NA          NA          NA
## 2503    106.25637          NA    67.26250          NA          NA          NA
## 2622    101.72867          NA          NA          NA          NA          NA
## 69      104.36745          NA   105.19475          NA    92.45759          NA
## 136      94.81796    90.82055    93.85201          NA          NA          NA
## 1101     87.54709    92.63045   100.49209          NA          NA          NA
## 1268     98.81508    96.11507          NA    95.46197          NA          NA
## 1279    106.89726   106.88707   105.51631          NA          NA          NA
## 1308     92.30201          NA   117.45250    97.15455    93.21739          NA
## 1324           NA          NA    65.70000          NA          NA          NA
## 1330     91.77624    90.75671   106.74543          NA          NA          NA
## 2104           NA          NA    46.40000          NA          NA          NA
## 2314    115.65595          NA   100.23871          NA          NA          NA
## 2381     94.71884    95.88511   104.90630          NA          NA          NA
## 55       88.11864    96.45395   109.31473          NA          NA          NA
## 1153    100.59740   101.46965    99.91938          NA          NA          NA
## 1439     92.50000          NA    96.21667          NA          NA          NA
## 1617     98.19551    98.10508   108.53151          NA          NA          NA
## 1653           NA          NA          NA          NA          NA          NA
## 1737     88.52151    89.32500   106.19046          NA          NA          NA
## 1926    104.41948   100.12360          NA          NA   102.92857          NA
## 2300     77.60000    97.19737    93.27000          NA          NA          NA
## 238      98.65860    89.26819   114.65357          NA          NA          NA
## 1077     94.11792    87.22452   111.14197          NA          NA          NA
## 1159    109.31111    89.90000   103.52308          NA   113.88000          NA
## 1253           NA          NA   110.40000          NA          NA          NA
## 1387     88.56136          NA   108.33673          NA          NA          NA
## 1450     87.90000    98.40000          NA          NA          NA          NA
## 1915     85.34828          NA   105.30000          NA          NA          NA
## 2483    111.60000          NA    93.00000          NA          NA          NA
## 612      82.89839    88.95953   115.54500          NA          NA          NA
## 1229           NA          NA          NA          NA          NA          NA
## 1231     99.64375          NA   106.35556          NA   103.20455          NA
## 1349     88.87500    83.54118    92.90000          NA          NA          NA
## 1553    110.14554   107.04690   112.09409          NA          NA          NA
## 1660     93.06261    98.28474   112.17292          NA          NA          NA
## 1663     89.77517          NA   107.79785          NA    96.22553          NA
## 1959           NA          NA          NA          NA          NA          NA
## 6121     82.89839    88.95953   115.54500          NA          NA          NA
## 12291          NA          NA          NA          NA          NA          NA
## 12311    99.64375          NA   106.35556          NA   103.20455          NA
## 13491    88.87500    83.54118    92.90000          NA          NA          NA
## 15531   110.14554   107.04690   112.09409          NA          NA          NA
## 16601    93.06261    98.28474   112.17292          NA          NA          NA
## 16631    89.77517          NA   107.79785          NA    96.22553          NA
## 19591          NA          NA          NA          NA          NA          NA
## 476      96.26781   122.90000   111.11732          NA    99.22709          NA
## 527      85.22865    89.47671    96.74218          NA          NA          NA
## 576      87.44177          NA          NA          NA    98.28010          NA
## 2047           NA          NA          NA          NA          NA          NA
## 2118     95.34485          NA    99.24904          NA          NA          NA
## 2133     98.38299    99.79697   102.19463          NA    65.25556          NA
## 2134     70.80000          NA          NA          NA          NA          NA
## 2139     92.38991          NA    91.50927          NA          NA          NA
## 2181     93.21250          NA   103.50465          NA          NA          NA
## 2190     82.22016          NA    91.17143          NA    94.36857          NA
## 2205    120.12000          NA   125.58771          NA   112.67318          NA
## 2206     99.26918    97.16336   114.78390          NA          NA          NA
## 758      94.09486          NA   116.50860          NA    96.50810   121.98059
## 820            NA    91.94649    96.01200          NA    86.82239          NA
## 1535     99.84241          NA          NA          NA          NA          NA
## 1546    111.05784          NA   104.63139          NA          NA          NA
## 1555     91.40136    93.39508          NA          NA    93.77424          NA
## 1618    123.37500   103.37273   121.54211          NA   110.18000          NA
## 1684     98.35425          NA   107.28333    95.35728          NA          NA
## 1740     83.13667          NA   110.57447          NA          NA          NA
## 1746     95.96000          NA   115.69688          NA          NA          NA
## 2515           NA    99.36893   105.87647          NA          NA          NA
## 2577    101.44719          NA   103.67208          NA          NA          NA
## 537      89.92421          NA   106.09360          NA          NA          NA
## 960     102.90405          NA   108.37857    98.69434          NA          NA
## 1068     90.42485          NA          NA          NA    99.23208          NA
## 12531          NA          NA   110.40000          NA          NA          NA
## 1301    101.62105    95.16121   112.58049          NA    90.26828          NA
## 1487     89.64182          NA   109.39796          NA          NA          NA
## 1508     94.93302          NA          NA          NA    95.01172          NA
## 1735     93.45312    91.87692   105.97222          NA          NA          NA
## 2294     87.94762    55.10000    98.78400          NA          NA          NA
## 805      84.20000   106.10000          NA          NA          NA          NA
## 1563    100.26814          NA          NA    90.94000    86.90526          NA
## 1576           NA          NA          NA          NA          NA          NA
## 1578     93.34783          NA   118.90000          NA          NA    97.97910
## 1588           NA          NA   127.70000          NA          NA          NA
## 1606    101.36026          NA   113.04866    85.95000          NA          NA
## 1644           NA          NA          NA          NA          NA          NA
## 1650     90.26716          NA   108.55238          NA    93.87778          NA
## 1655           NA          NA          NA          NA          NA          NA
## 1679     94.57865          NA   105.43502          NA          NA          NA
## 1698    111.14711          NA   103.39744          NA          NA          NA
## 1712           NA          NA          NA          NA          NA          NA
## 1722     90.68571    90.62083    96.91407          NA          NA          NA
## 1745     87.70000    95.40837   101.51784          NA          NA          NA
## 2562     84.59065          NA    71.18500          NA          NA          NA
## 366      95.87758          NA   103.40664          NA   102.46145          NA
## 389      92.36756    99.62773    99.72980          NA          NA          NA
## 424            NA    96.27558   102.88531          NA          NA          NA
## 1627           NA          NA          NA          NA          NA          NA
## 1668    105.81361   106.00000   106.00167    98.08066    99.80459          NA
## 2123           NA          NA          NA          NA          NA          NA
## 2146    106.82095    99.03018   109.40351          NA          NA          NA
## 21811    93.21250          NA   103.50465          NA          NA          NA
## 231      92.38438          NA          NA          NA   107.28315          NA
## 592      98.45446    98.36531   105.48100          NA          NA          NA
## 813      83.10000          NA    95.00000          NA          NA          NA
## 1088     86.22803          NA          NA          NA    90.51379          NA
## 1449    106.80597   102.17586   112.70480          NA          NA          NA
## 1670    101.89508    93.75929   104.66181          NA          NA          NA
## 1945     95.79632   104.63190    99.84183          NA          NA   101.85500
## 2306           NA          NA          NA          NA          NA          NA
## 2527           NA    95.09311    99.67477          NA    83.19180          NA
## 340     100.53192    99.33093   106.09453          NA    90.84921          NA
## 429      90.26864    93.22347   103.07707          NA    95.45601          NA
## 807     112.72825          NA   125.07886          NA          NA          NA
## 9231    102.28259    90.85714   103.88724   143.65000          NA          NA
## 1867     90.16818          NA          NA          NA          NA          NA
## 1956     83.81111          NA   115.11351          NA          NA          NA
## 2334     89.80000    73.10000   115.00000          NA          NA          NA
## 2450     88.58030   100.03192    99.33878          NA          NA          NA
## 372      98.13570          NA   101.33426   108.56840          NA          NA
## 412      79.25700          NA          NA          NA    85.14664          NA
## 775      85.98947          NA    95.59512          NA    58.70000          NA
## 1358     97.70000          NA   158.50000          NA          NA          NA
## 1448     83.11250    82.23804    97.61503          NA          NA          NA
## 1899    155.80000    93.10000    96.40000          NA   101.50000          NA
## 1939     88.20000          NA          NA          NA          NA          NA
## 2302     98.39167   101.98846    95.24444          NA          NA          NA
## 347            NA    96.30196   110.31764          NA          NA          NA
## 743     106.46901   103.71693   111.30684          NA          NA          NA
## 1374     57.90000          NA    82.80000          NA          NA          NA
## 1376     80.80299    34.72000    60.20000          NA          NA          NA
## 14871    89.64182          NA   109.39796          NA          NA          NA
## 1509    102.73333   127.40000   112.37778          NA          NA          NA
## 1874    157.70000          NA          NA          NA          NA          NA
## 2270     81.95422          NA   101.38810          NA          NA          NA
## 711     117.03152   121.19200   114.52747   111.34237          NA          NA
## 10421    95.89412   101.49167   109.66000          NA          NA          NA
## 1161     85.80000          NA          NA   111.14876    98.03758          NA
## 1235     94.55426          NA   111.10836          NA          NA          NA
## 1300           NA          NA          NA          NA          NA          NA
## 1320     90.63671          NA   104.97732          NA          NA          NA
## 2238           NA    92.05000   121.60000          NA   105.10000          NA
## 2569     91.81321    87.58454   109.92512          NA    92.66121          NA
## 395      98.20223          NA          NA          NA          NA          NA
## 1429     90.58636    98.12989   116.63478          NA          NA          NA
## 1440    104.10000    95.90000   141.50000          NA          NA          NA
## 1443     96.60619          NA          NA          NA          NA          NA
## 1474    100.91906          NA   114.01821          NA          NA    98.09898
## 1501     87.86074          NA   112.41250          NA          NA          NA
## 1502    115.31548    97.40800   106.66667          NA          NA    85.00000
## 1504     88.47895          NA   118.69091          NA          NA          NA
## 1516    107.87047          NA          NA          NA    58.90000          NA
## 1922     97.52603          NA    96.50323          NA          NA          NA
## 222     105.86280          NA   105.45354          NA          NA          NA
## 4791     87.92610   101.77532   115.63753          NA    91.36304          NA
## 1254    100.69765    93.78453    98.64762          NA          NA          NA
## 1343           NA          NA    87.20000          NA          NA          NA
## 1671           NA   100.03187   106.42152          NA          NA   102.30000
## 1705    105.77741    35.98333    96.06667          NA          NA   113.20606
## 1719     97.75909    95.10170   110.81855          NA          NA          NA
## 1830    100.48776          NA    99.50000          NA          NA          NA
## 1172     98.04074          NA   104.19412          NA          NA          NA
## 11951   101.11909    90.75357   107.54675          NA          NA          NA
## 1311     81.29251    67.95143   102.63020          NA          NA          NA
## 1313     96.91232    89.00957    94.18760          NA          NA          NA
## 1353     93.84286   127.42500          NA          NA    65.95714          NA
## 1360    103.40000    84.61691          NA          NA          NA          NA
## 1895     89.87252          NA   100.85000          NA          NA          NA
## 1983           NA          NA          NA          NA          NA          NA
## 2248     90.45221          NA   103.02443          NA          NA          NA
## 2357    106.24313          NA   107.81800          NA          NA          NA
## 226     103.54271          NA   109.87790          NA          NA          NA
## 480     109.95973          NA   108.05305          NA   101.74944          NA
## 845      81.48611    92.88111   107.93938          NA          NA          NA
## 1552     77.28308    91.03333   101.60667          NA          NA          NA
## 1609    112.15466    95.03904    96.45110          NA          NA          NA
## 1703           NA          NA          NA          NA          NA          NA
## 1728     96.61333    98.47500   101.18286          NA          NA   105.97200
## 2145    103.70000          NA   122.62941          NA          NA          NA
## 249     103.73206          NA    98.31022          NA          NA          NA
## 251      94.00216    90.02583   105.30966          NA          NA          NA
## 506      95.84095          NA          NA          NA    83.59718          NA
## 556      85.74033    90.73892   103.40015          NA          NA          NA
## 1208     98.91818    89.31311   105.90602          NA          NA          NA
## 1283    105.44034          NA    84.85344          NA          NA          NA
## 1284     94.90026          NA   109.22187          NA          NA    61.28333
## 2345     75.13373    95.63218    98.07673          NA          NA          NA
## 2565     85.65918    60.38061   103.80425          NA          NA          NA
## 317      95.31954    98.41674   121.57020          NA   105.74607          NA
## 335     103.89023          NA   107.04402          NA          NA          NA
## 663      91.70154    98.22503          NA          NA          NA          NA
## 1333     95.51250    91.39245   107.01813          NA          NA          NA
## 1475     98.93200          NA   110.39412          NA          NA          NA
## 19961          NA          NA          NA          NA          NA          NA
## 2113    109.86393          NA   123.69283          NA          NA          NA
## 2368           NA    90.12222   105.19559          NA          NA          NA
## 22             NA          NA    96.26123   116.98730   109.45589          NA
## 63      107.51714          NA          NA   109.41027          NA          NA
## 168     110.24732    90.36265   110.50176          NA          NA          NA
## 174     109.92408          NA          NA          NA    97.67677          NA
## 673      92.39020          NA   115.25503          NA   104.92649          NA
## 1177    103.86697    91.85146   102.72761          NA          NA          NA
## 1180    107.32632          NA          NA   110.47007          NA          NA
## 1260     76.03878          NA   105.73200          NA          NA          NA
## 1744    111.83922    95.20055    91.21237          NA          NA          NA
## 1759    102.69609    59.70000   112.78809          NA          NA          NA
## 2222           NA    91.91741   101.92774          NA          NA          NA
## 2362     86.25724    86.43158          NA          NA          NA          NA
## 2530     76.86212          NA    78.01316          NA          NA          NA
## 2600     95.25030   100.81148   109.97586          NA          NA          NA
## 2641     94.63741          NA    93.66349          NA          NA          NA
## 7581     94.09486          NA   116.50860          NA    96.50810   121.98059
## 1178    107.58641    97.97040    93.19667          NA          NA          NA
## 1287     94.63960          NA   104.40667          NA    88.92857          NA
## 1445           NA          NA    97.30000          NA          NA          NA
## 19561    83.81111          NA   115.11351          NA          NA          NA
## 2229     93.42828          NA   106.35370          NA          NA          NA
## 2246     46.96250    86.52149    85.30000          NA          NA          NA
## 2312     79.22778    92.99574          NA   103.72692    78.52500          NA
## 2412     90.66109          NA    89.40704          NA          NA          NA
## 173     108.57572          NA   118.59714          NA          NA          NA
## 315     113.02835          NA   108.56060          NA          NA          NA
## 376     110.18178          NA          NA   116.23739          NA          NA
## 1630           NA          NA          NA          NA          NA          NA
## 1646     97.08611    86.65634   103.50833          NA          NA          NA
## 1683           NA   101.43241    95.73906          NA          NA   112.05368
## 1891     81.23333    99.88383    99.08636          NA          NA          NA
## 1930           NA   112.93571          NA          NA   125.62571          NA
## 2007     79.66667    93.39831   119.68608          NA          NA          NA
## 2252           NA    83.02366    99.25849          NA          NA          NA
## 2471     96.29091          NA    95.37672          NA          NA          NA
## 2511     91.49820          NA   111.55532          NA          NA          NA
## 152      86.65370   105.03402   126.95677          NA          NA          NA
## 307     103.13849    93.63167   117.37564          NA          NA          NA
## 414      93.66742   110.24674   122.91946          NA    99.26267          NA
## 1185    107.85081          NA          NA   111.35700   101.68469          NA
## 1331    100.36233   100.96136          NA          NA    89.63592          NA
## 1351     91.60000          NA    95.00000          NA          NA          NA
## 1565     58.60000          NA    40.00000          NA          NA          NA
## 1718           NA          NA          NA          NA          NA          NA
## 1808           NA          NA          NA          NA          NA          NA
## 2013    102.63267    56.90000   110.61340          NA          NA          NA
## 2031           NA          NA          NA          NA          NA          NA
## 2090     96.25857    96.30000    98.72353          NA          NA          NA
## 598      87.08192          NA          NA          NA    89.55035          NA
## 1155    105.41882   102.81667    98.68696          NA          NA          NA
## 13581    97.70000          NA   158.50000          NA          NA          NA
## 1533     90.84182          NA   109.91860          NA   109.44357          NA
## 2025     99.00794    92.01515   100.56266          NA    96.36433          NA
## 2035     90.40816          NA   111.47671          NA          NA          NA
## 2307     91.25138    94.69205   112.16316          NA          NA          NA
## 2498     94.18679          NA          NA          NA    91.37576          NA
## 5321     99.82187          NA          NA          NA    99.56130          NA
## 975      99.06585          NA    96.07155          NA          NA          NA
## 1040     94.77742    96.33919          NA          NA          NA          NA
## 1214     94.47457          NA   116.87692          NA    98.47705          NA
## 1612           NA          NA          NA          NA          NA          NA
## 2006           NA          NA          NA          NA          NA          NA
## 2338     87.90000    99.32500   100.25385          NA    98.19667          NA
## 2504           NA    81.06136          NA          NA          NA          NA
## 2536     92.40000          NA   112.90000          NA          NA          NA
## 279     104.26484          NA   113.82109          NA          NA          NA
## 351     113.03277          NA          NA          NA   103.23075    94.54152
## 1336     83.89556          NA   106.55000          NA          NA          NA
## 13492    88.87500    83.54118    92.90000          NA          NA          NA
## 1356     95.97457          NA   111.02361          NA          NA   110.14646
## 1417     80.15636    86.72258   104.46863          NA          NA          NA
## 15091   102.73333   127.40000   112.37778          NA          NA          NA
## 1542           NA   105.53184   102.43893          NA   103.50464          NA
## 2055     94.57928    91.46352   107.04235          NA          NA          NA
## 2273           NA   111.80000    77.20000          NA          NA          NA
## 2499     90.23981    95.81138   102.64247          NA          NA          NA
## 2566    102.64433   103.10000    94.00000          NA    60.60000          NA
## 51       96.94388    92.48852          NA          NA    89.75079          NA
## 365      81.00827    94.75741    93.87398          NA          NA    82.12444
## 552      94.42336          NA   104.45713          NA          NA    86.69351
## 630     103.68738   106.12636   105.28677          NA    91.94859          NA
## 1493     93.10000          NA    80.70000          NA          NA          NA
## 1506     98.81111          NA   125.99547          NA   110.21119          NA
## 1514           NA          NA    94.00000          NA    64.80000          NA
## 1925     86.79707          NA   100.11930          NA          NA    99.65937
## 2349     93.47399    58.80000   103.20500          NA          NA          NA
## 2413    117.90000    52.40000          NA          NA          NA          NA
## 2629           NA    85.05699   101.26270          NA          NA          NA
## 48             NA          NA          NA          NA          NA          NA
## 246      98.64694    97.72513   112.11325          NA          NA          NA
## 1428     93.01010          NA          NA          NA          NA          NA
## 14872    89.64182          NA   109.39796          NA          NA          NA
## 1503     92.83409    87.81102   108.61529          NA          NA          NA
## 16981   111.14711          NA   103.39744          NA          NA          NA
## 1700    111.66959   102.30903   101.32981          NA          NA          NA
## 2169           NA          NA          NA          NA          NA          NA
## 2178     94.91751          NA   114.02937          NA          NA          NA
## 2626     97.21333          NA    70.37000          NA          NA          NA
## 3951     98.20223          NA          NA          NA          NA          NA
## 1270           NA          NA    68.30000          NA    78.80000          NA
## 1315    100.50000          NA          NA          NA          NA          NA
## 1381     89.72500          NA   112.37222          NA          NA          NA
## 16531          NA          NA          NA          NA          NA          NA
## 1661     94.46009   104.50606    97.45545          NA          NA          NA
## 2027    103.25578          NA   106.95436          NA          NA          NA
## 2128    107.19757          NA   108.71479          NA          NA          NA
## 1220           NA    79.14366    92.06667          NA          NA          NA
## 1369           NA          NA   101.00000          NA          NA          NA
## 1392     55.75000    94.07821   107.41121          NA          NA          NA
## 1751    109.92643          NA   109.79007          NA          NA          NA
## 1988     92.39242    96.33750   121.10212          NA          NA          NA
## 2153    106.94090          NA   113.73022          NA          NA          NA
## 2167     98.83851          NA          NA          NA          NA          NA
## 2437     96.94400          NA    95.49444          NA          NA          NA
## 2454     90.81268    81.73333   103.35469          NA          NA          NA
## 2578           NA    99.95940          NA          NA   108.62386          NA
## 1097     96.17636    94.80000   103.79191          NA          NA          NA
## 1209           NA    76.10000   130.00000          NA          NA          NA
## 1335     91.11975          NA   109.81103          NA          NA          NA
## 1975     84.05278          NA   109.42350          NA          NA          NA
## 2187     96.88944          NA   112.23746          NA          NA          NA
## 2259     56.10000          NA    87.79216          NA          NA          NA
## 2341     93.14462          NA   102.99459          NA          NA          NA
## 2453     89.96641    91.39575   109.50488          NA          NA          NA
## 2522     92.96854          NA   101.81914          NA          NA          NA
## 574            NA    88.44699          NA          NA    89.86136          NA
## 590     108.46926          NA   108.64475          NA          NA          NA
## 983      98.71789    82.30000    99.40185   102.54209          NA   116.82530
## 1013     95.22397    84.48025          NA          NA    99.35789          NA
## 2076           NA          NA          NA          NA          NA          NA
## 2158    -11.50000    70.10000   125.40000          NA          NA          NA
## 2177           NA    87.28551    90.83689          NA          NA          NA
## 2324     87.07676          NA   102.42965          NA          NA          NA
## 182            NA    85.41585    95.65965          NA    99.57441          NA
## 212      98.27079    96.06972          NA          NA    99.26428          NA
## 333      92.20525    99.67378    99.20567          NA          NA          NA
## 609      91.18978          NA          NA          NA          NA          NA
## 1162     84.09149    82.14485          NA          NA   109.64019          NA
## 1286     58.70000    97.99955   110.55387          NA          NA          NA
## 1426     99.84265    97.95167          NA          NA          NA          NA
## 1611    100.38791    94.81019   101.91607          NA          NA          NA
## 1882    100.99969          NA   114.28856          NA          NA          NA
## 1958     99.63074    94.79266   113.17965   114.32352          NA          NA
## 2038     96.44888          NA   104.71552          NA          NA   115.87186
## 2467     56.50000    98.73671    94.81260          NA          NA          NA
## 756      92.30000          NA    66.10000          NA          NA          NA
## 780     106.48248          NA   103.88504    86.38414          NA          NA
## 991            NA    90.47769   104.02519          NA          NA          NA
## 1305    103.48068          NA   106.63333          NA          NA          NA
## 1373           NA          NA          NA          NA          NA          NA
## 1459     99.58380          NA   101.85195          NA   101.09600          NA
## 1594           NA          NA          NA          NA          NA          NA
## 1860           NA          NA          NA          NA          NA          NA
## 613      86.86491    94.97803    99.46695          NA          NA          NA
## 1108     98.89591    87.80276   106.63353          NA          NA          NA
## 2279    109.33333          NA   101.86500          NA          NA          NA
## 2310           NA          NA          NA          NA          NA          NA
## 2333    105.44845    85.10000          NA          NA          NA          NA
## 2348           NA    98.31629          NA          NA          NA          NA
## 2372           NA    89.54564   105.16020          NA          NA          NA
## 2526           NA    78.90000   103.50000          NA          NA          NA
## 2574     94.91452    58.76667   102.25789          NA   104.03429          NA
## 111      66.45714    85.22219    84.39134          NA          NA          NA
## 1438     85.33182    94.81231   112.68163          NA          NA          NA
## 15041    88.47895          NA   118.69091          NA          NA          NA
## 1811           NA          NA          NA          NA          NA          NA
## 2092     98.32308    71.55000    87.50000          NA          NA          NA
## 2131           NA          NA          NA          NA          NA          NA
## 2410    113.50000          NA          NA          NA          NA          NA
## 2539     97.28659          NA          NA    99.62346          NA          NA
## 1111     66.45714    85.22219    84.39134          NA          NA          NA
## 14381    85.33182    94.81231   112.68163          NA          NA          NA
## 15042    88.47895          NA   118.69091          NA          NA          NA
## 18111          NA          NA          NA          NA          NA          NA
## 20921    98.32308    71.55000    87.50000          NA          NA          NA
## 21311          NA          NA          NA          NA          NA          NA
## 24101   113.50000          NA          NA          NA          NA          NA
## 25391    97.28659          NA          NA    99.62346          NA          NA
## 529      91.37293          NA          NA          NA          NA          NA
## 638            NA    95.85455   109.50863          NA          NA          NA
## 951     104.91651          NA   101.90901          NA   104.41111   112.31325
## 1505     96.20260          NA          NA          NA          NA          NA
## 1614    108.97630          NA   109.14286          NA    93.36144          NA
## 1927    109.19259   102.74167          NA          NA    96.52261          NA
## 2481     86.98153          NA   102.09953          NA          NA          NA
## 2590    103.46940          NA          NA          NA   106.53471          NA
## 467      97.64559          NA   101.45992          NA          NA          NA
##       Pit_plus_FO Pitching_plus NumberofStuffPitches plus_stuff_pitches
## 479            NA      95.14252                    2                  2
## 532            NA      98.07501                    0                  0
## 1032           NA      98.66458                    1                  1
## 1042           NA     100.23722                    2                  2
## 1047           NA      99.26786                    1                  1
## 1964           NA      92.16672                    0                  0
## 2148           NA      90.71667                    0                  0
## 2154           NA            NA                    0                  0
## 2192           NA     103.36316                    2                  2
## 2241           NA      91.77831                    1                  1
## 447            NA     103.51765                    2                  2
## 490            NA      93.94822                    0                  0
## 496            NA      91.49205                    1                  1
## 923            NA     101.75376                    3                  3
## 1038           NA      97.03367                    1                  1
## 1960           NA            NA                    0                  0
## 1984           NA      90.17756                    0                  0
## 1996           NA      69.51111                    0                  0
## 2009           NA     101.23250                    1                  1
## 2051           NA     105.47439                    3                  3
## 2085           NA     105.42648                    3                  3
## 342            NA      97.60422                    2                  2
## 362            NA     104.76339                    2                  2
## 896            NA      92.69394                    1                  1
## 1195           NA     102.85822                    2                  2
## 1389           NA      95.48915                    1                  1
## 1393           NA      95.52813                    0                  0
## 1463           NA     103.80823                    2                  2
## 1767           NA     103.92731                    2                  2
## 2587           NA      84.05704                    0                  0
## 2607           NA      93.68370                    0                  0
## 137            NA     100.49031                    2                  2
## 258            NA      99.51893                    1                  1
## 377            NA      86.16527                    0                  0
## 1581           NA      78.00891                    0                  0
## 1640           NA      90.03023                    1                  1
## 2382           NA     100.24771                    2                  2
## 2503           NA     104.90483                    2                  2
## 2622           NA      94.71279                    1                  1
## 69             NA     100.94026                    2                  2
## 136            NA      95.34957                    1                  1
## 1101           NA      94.71066                    1                  1
## 1268           NA      97.47334                    0                  0
## 1279           NA     106.07179                    4                  4
## 1308           NA      95.93725                    1                  1
## 1324           NA      65.70000                    0                  0
## 1330           NA      96.00145                    1                  1
## 2104           NA      48.03333                    0                  0
## 2314           NA     111.50000                    2                  2
## 2381           NA      99.48061                    1                  1
## 55             NA      95.23156                    1                  1
## 1153           NA     101.09362                    3                  3
## 1439           NA      93.61500                    0                  0
## 1617           NA     101.03130                    2                  2
## 1653           NA      52.80000                    0                  0
## 1737           NA      98.26942                    2                  2
## 1926           NA     104.84050                    5                  5
## 2300           NA      92.35606                    0                  0
## 238            NA      99.71652                    1                  1
## 1077           NA      98.54978                    1                  1
## 1159           NA     105.78636                    3                  3
## 1253           NA     110.40000                    1                  1
## 1387           NA      99.39598                    2                  2
## 1450           NA      86.43333                    0                  0
## 1915           NA      92.71667                    2                  2
## 2483           NA     102.30000                    1                  1
## 612            NA      93.17015                    2                  2
## 1229           NA            NA                    0                  0
## 1231           NA     100.16930                    2                  2
## 1349           NA      91.70455                    0                  0
## 1553           NA     110.56609                    3                  3
## 1660           NA     102.08952                    1                  1
## 1663           NA      96.75006                    1                  1
## 1959           NA            NA                    0                  0
## 6121           NA      93.17015                    2                  2
## 12291          NA            NA                    0                  0
## 12311          NA     100.16930                    2                  2
## 13491          NA      91.70455                    0                  0
## 15531          NA     110.56609                    3                  3
## 16601          NA     102.08952                    1                  1
## 16631          NA      96.75006                    1                  1
## 19591          NA            NA                    0                  0
## 476            NA      99.16354                    2                  2
## 527            NA      93.65373                    1                  1
## 576            NA      91.27757                    1                  1
## 2047           NA      90.15714                    0                  0
## 2118           NA      96.05343                    0                  0
## 2133           NA      98.97730                    2                  2
## 2134           NA      70.94091                    0                  0
## 2139           NA      91.73199                    0                  0
## 2181           NA      98.54458                    1                  1
## 2190           NA      85.33941                    0                  0
## 2205           NA     116.74170                    3                  3
## 2206           NA     102.19660                    1                  1
## 758            NA     104.54447                    2                  2
## 820            NA      95.91626                    1                  1
## 1535           NA      97.52439                    0                  0
## 1546           NA     108.14599                    3                  3
## 1555           NA      92.34161                    0                  0
## 1618           NA     112.66812                    4                  4
## 1684           NA      98.17463                    1                  1
## 1740           NA      94.63351                    1                  1
## 1746           NA     104.88052                    2                  2
## 2515           NA     104.47105                    1                  1
## 2577           NA     101.89448                    2                  2
## 537            NA      94.23333                    1                  1
## 960            NA     103.62724                    2                  2
## 1068           NA      96.33190                    1                  1
## 12531          NA     110.40000                    1                  1
## 1301           NA      98.73462                    2                  2
## 1487           NA      94.60556                    1                  1
## 1508           NA      94.40268                    0                  0
## 1735           NA      99.84153                    3                  3
## 2294           NA     100.02727                    0                  0
## 805            NA      98.78313                    2                  2
## 1563           NA      99.11995                    1                  1
## 1576           NA            NA                    0                  0
## 1578           NA      95.79927                    1                  1
## 1588           NA     121.62000                    1                  1
## 1606           NA     106.51476                    3                  3
## 1644           NA      89.25429                    1                  1
## 1650           NA      98.78849                    1                  1
## 1655           NA      74.60000                    0                  0
## 1679           NA      98.53504                    1                  1
## 1698           NA     107.77113                    3                  3
## 1712           NA            NA                    0                  0
## 1722           NA      92.23931                    0                  0
## 1745           NA     100.27337                    2                  2
## 2562           NA      81.39302                    0                  0
## 366            NA      99.24949                    4                  4
## 389            NA     101.02882                    1                  1
## 424            NA     106.32174                    2                  2
## 1627           NA            NA                    0                  0
## 1668           NA     103.05491                    3                  3
## 2123           NA      87.25000                    0                  0
## 2146           NA     102.12765                    2                  2
## 21811          NA      98.54458                    1                  1
## 231            NA     100.99532                    2                  2
## 592            NA      98.23288                    1                  1
## 813            NA      87.69398                    0                  0
## 1088           NA      95.29802                    1                  1
## 1449           NA     108.87860                    4                  4
## 1670           NA      99.36931                    2                  2
## 1945           NA     101.61031                    2                  2
## 2306           NA     141.00000                    2                  2
## 2527           NA      95.81413                    0                  0
## 340            NA      99.87510                    2                  2
## 429            NA      93.91243                    1                  1
## 807            NA     117.07755                    4                  4
## 9231           NA     101.75376                    3                  3
## 1867           NA      97.05581                    2                  2
## 1956           NA      96.88713                    1                  1
## 2334           NA      89.52381                    1                  1
## 2450           NA      98.94716                    2                  2
## 372            NA     100.05977                    2                  2
## 412            NA      87.37143                    1                  1
## 775            NA      92.39789                    2                  2
## 1358           NA      77.95714                    1                  1
## 1448           NA      87.45376                    0                  0
## 1899           NA      93.44130                    2                  2
## 1939           NA      39.48276                    0                  0
## 2302           NA      99.05000                    1                  1
## 347            NA     101.95569                    1                  1
## 743            NA     106.62639                    4                  4
## 1374           NA      66.79286                    0                  0
## 1376           NA      89.06667                    0                  0
## 14871          NA      94.60556                    1                  1
## 1509           NA     104.15789                    3                  3
## 1874           NA      89.61154                    1                  1
## 2270           NA      87.06928                    1                  1
## 711            NA     113.78806                    5                  5
## 10421          NA     100.23722                    2                  2
## 1161           NA     102.20419                    1                  1
## 1235           NA     104.12887                    2                  2
## 1300           NA            NA                    0                  0
## 1320           NA      96.20041                    1                  1
## 2238           NA      99.99333                    3                  3
## 2569           NA      97.16730                    2                  2
## 395            NA     106.00021                    1                  1
## 1429           NA     105.23243                    2                  2
## 1440           NA     113.61429                    2                  2
## 1443           NA      96.92500                    0                  0
## 1474           NA     104.88792                    2                  2
## 1501           NA      99.33930                    1                  1
## 1502           NA     103.92895                    2                  2
## 1504           NA     107.65192                    1                  1
## 1516           NA     104.39646                    1                  1
## 1922           NA      97.22115                    0                  0
## 222            NA     105.19308                    3                  3
## 4791           NA      95.14252                    2                  2
## 1254           NA     101.83384                    2                  2
## 1343           NA     119.13333                    1                  1
## 1671           NA     102.16912                    3                  3
## 1705           NA     105.06226                    2                  2
## 1719           NA     102.76731                    1                  1
## 1830           NA     100.58444                    2                  2
## 1172           NA      99.73655                    1                  1
## 11951          NA     102.85822                    2                  2
## 1311           NA      88.19396                    1                  1
## 1313           NA      95.37013                    0                  0
## 1353           NA     106.76414                    2                  2
## 1360           NA      86.08554                    1                  1
## 1895           NA      94.19352                    2                  2
## 1983           NA      86.20000                    0                  0
## 2248           NA      94.41780                    1                  1
## 2357           NA     108.04966                    4                  4
## 226            NA     104.95134                    3                  3
## 480            NA     105.18471                    3                  3
## 845            NA      98.08223                    2                  2
## 1552           NA      86.67565                    1                  1
## 1609           NA     103.89913                    2                  2
## 1703           NA    -140.90000                    0                  0
## 1728           NA     100.99212                    2                  2
## 2145           NA     108.96977                    2                  2
## 249            NA     101.49155                    2                  2
## 251            NA     101.46912                    2                  2
## 506            NA      96.51015                    1                  1
## 556            NA      93.91515                    2                  2
## 1208           NA      98.94038                    1                  1
## 1283           NA     102.57724                    1                  1
## 1284           NA     103.26837                    2                  2
## 2345           NA      88.54073                    0                  0
## 2565           NA      89.44968                    1                  1
## 317            NA     105.79273                    2                  2
## 335            NA     105.71362                    2                  2
## 663            NA      97.63043                    1                  1
## 1333           NA     102.53605                    1                  1
## 1475           NA     101.42564                    1                  1
## 19961          NA      69.51111                    0                  0
## 2113           NA     114.13872                    2                  2
## 2368           NA      95.95667                    1                  1
## 22             NA     108.38202                    2                  2
## 63             NA     108.36241                    2                  2
## 168            NA     108.24719                    2                  2
## 174            NA     108.55171                    2                  2
## 673            NA      97.93119                    3                  3
## 1177           NA     100.29456                    3                  3
## 1180           NA     108.44687                    2                  2
## 1260           NA      97.78621                    2                  2
## 1744           NA      96.58994                    1                  1
## 1759           NA     105.35990                    2                  2
## 2222           NA      97.06371                    1                  1
## 2362           NA      88.67249                    0                  0
## 2530           NA      74.43654                    0                  0
## 2600           NA     103.40859                    3                  3
## 2641           NA      93.71194                    0                  0
## 7581           NA     104.54447                    2                  2
## 1178           NA      97.28347                    1                  1
## 1287           NA     100.47153                    2                  2
## 1445           NA     109.26471                    1                  1
## 19561          NA      96.88713                    1                  1
## 2229           NA      98.03626                    1                  1
## 2246           NA      84.35941                    0                  0
## 2312           NA      95.83478                    2                  2
## 2412           NA      91.78735                    0                  0
## 173            NA     110.94228                    2                  2
## 315            NA     111.00768                    2                  2
## 376            NA     110.94826                    2                  2
## 1630           NA      90.60000                    0                  0
## 1646           NA      97.31137                    1                  1
## 1683           NA     101.64063                    2                  2
## 1891           NA      99.10272                    0                  0
## 1930           NA     114.47236                    3                  3
## 2007           NA     100.99980                    1                  1
## 2252           NA      88.36000                    0                  0
## 2471           NA      90.77500                    0                  0
## 2511           NA      97.43591                    1                  1
## 152            NA     109.19231                    2                  2
## 307            NA     109.83155                    2                  2
## 414            NA     109.06931                    2                  2
## 1185           NA     106.77634                    3                  3
## 1331           NA      98.61657                    4                  4
## 1351           NA     101.08696                    2                  2
## 1565           NA      32.38889                    0                  0
## 1718           NA      53.10000                    0                  0
## 1808           NA     119.30833                    1                  1
## 2013           NA     105.84775                    4                  4
## 2031           NA            NA                    0                  0
## 2090           NA      96.73943                    0                  0
## 598            NA      91.07018                    0                  0
## 1155           NA     101.95608                    2                  2
## 13581          NA      77.95714                    1                  1
## 1533           NA      99.66929                    2                  2
## 2025           NA      97.31965                    1                  1
## 2035           NA     100.24853                    1                  1
## 2307           NA     100.70141                    2                  2
## 2498           NA      92.78060                    0                  0
## 5321           NA      98.07501                    0                  0
## 975            NA     100.69764                    2                  2
## 1040           NA      95.69865                    1                  1
## 1214           NA      98.56923                    1                  1
## 1612           NA            NA                    0                  0
## 2006           NA            NA                    0                  0
## 2338           NA      89.86522                    1                  1
## 2504           NA      90.19739                    0                  0
## 2536           NA     100.49016                    2                  2
## 279            NA     107.78917                    2                  2
## 351            NA     107.34337                    2                  2
## 1336           NA      95.41900                    1                  1
## 13492          NA      91.70455                    0                  0
## 1356           NA     101.74617                    2                  2
## 1417           NA      91.05541                    1                  1
## 15091          NA     104.15789                    3                  3
## 1542           NA     103.89048                    3                  3
## 2055           NA      97.10404                    2                  2
## 2273           NA      92.92727                    1                  1
## 2499           NA      96.65854                    1                  1
## 2566           NA      96.79500                    2                  2
## 51             NA      91.78498                    0                  0
## 365            NA      91.90542                    0                  0
## 552            NA      97.95745                    1                  1
## 630            NA     104.36201                    3                  3
## 1493           NA      89.45294                    0                  0
## 1506           NA     114.83494                    2                  2
## 1514           NA      86.70000                    0                  0
## 1925           NA      93.42263                    1                  1
## 2349           NA      97.66711                    1                  1
## 2413           NA      76.61500                    1                  1
## 2629           NA      92.44831                    1                  1
## 48             NA     108.68139                    1                  1
## 246            NA     106.99176                    1                  1
## 1428           NA      94.82735                    1                  1
## 14872          NA      94.60556                    1                  1
## 1503           NA      95.17900                    1                  1
## 16981          NA     107.77113                    3                  3
## 1700           NA     105.27782                    3                  3
## 2169           NA      44.70000                    0                  0
## 2178           NA     104.29401                    3                  3
## 2626           NA      95.80305                    0                  0
## 3951           NA     106.00021                    1                  1
## 1270           NA      75.95000                    0                  0
## 1315           NA     108.42673                    3                  3
## 1381           NA      97.99559                    2                  2
## 16531          NA      52.80000                    0                  0
## 1661           NA      98.86619                    2                  2
## 2027           NA     103.85759                    3                  3
## 2128           NA     105.23405                    2                  2
## 1220           NA      91.27185                    1                  1
## 1369           NA      43.20000                    1                  1
## 1392           NA      98.37446                    1                  1
## 1751           NA     109.77008                    2                  2
## 1988           NA     111.92132                    1                  1
## 2153           NA     106.56667                    2                  2
## 2167           NA      98.99476                    0                  0
## 2437           NA     100.00000                    1                  1
## 2454           NA      94.50217                    1                  1
## 2578           NA     103.47722                    1                  1
## 1097           NA     101.17405                    2                  2
## 1209           NA     103.05000                    1                  1
## 1335           NA     102.76739                    2                  2
## 1975           NA     101.86381                    1                  1
## 2187           NA     105.92100                    1                  1
## 2259           NA      74.60862                    1                  1
## 2341           NA      95.00140                    1                  1
## 2453           NA      96.63185                    1                  1
## 2522           NA      96.45303                    1                  1
## 574            NA      95.32831                    1                  1
## 590            NA     106.40150                    2                  2
## 983            NA     102.15238                    2                  2
## 1013           NA      97.39544                    1                  1
## 2076           NA      79.82500                    0                  0
## 2158           NA      87.32308                    1                  1
## 2177           NA      88.64355                    0                  0
## 2324           NA      92.37563                    1                  1
## 182            NA      97.16424                    0                  0
## 212            NA      97.04110                    0                  0
## 333            NA      97.26360                    0                  0
## 609            NA      92.80295                    0                  0
## 1162           NA      93.84484                    2                  2
## 1286           NA     101.49538                    1                  1
## 1426           NA     102.10977                    1                  1
## 1611           NA      94.88729                    2                  2
## 1882           NA     104.80711                    2                  2
## 1958           NA     104.71590                    2                  2
## 2038           NA     103.14146                    2                  2
## 2467           NA      98.09294                    0                  0
## 756            NA      88.37209                    1                  1
## 780            NA     103.25201                    2                  2
## 991            NA      95.10972                    1                  1
## 1305           NA     105.01622                    4                  4
## 1373           NA            NA                    0                  0
## 1459           NA     100.27407                    3                  3
## 1594           NA     -19.90000                    0                  0
## 1860           NA      98.91250                    0                  0
## 613            NA      90.88986                    0                  0
## 1108           NA     100.65049                    3                  3
## 2279           NA     107.03538                    2                  2
## 2310           NA      65.60000                    0                  0
## 2333           NA     103.26265                    1                  1
## 2348           NA     100.36298                    2                  2
## 2372           NA      92.95993                    1                  1
## 2526           NA      86.72727                    1                  1
## 2574           NA      97.83390                    2                  2
## 111            NA      85.40971                    0                  0
## 1438           NA      97.02961                    2                  2
## 15041          NA     107.65192                    1                  1
## 1811           NA            NA                    0                  0
## 2092           NA      86.16667                    1                  1
## 2131           NA            NA                    0                  0
## 2410           NA     109.54138                    3                  3
## 2539           NA     101.06200                    1                  1
## 1111           NA      85.40971                    0                  0
## 14381          NA      97.02961                    2                  2
## 15042          NA     107.65192                    1                  1
## 18111          NA            NA                    0                  0
## 20921          NA      86.16667                    1                  1
## 21311          NA            NA                    0                  0
## 24101          NA     109.54138                    3                  3
## 25391          NA     101.06200                    1                  1
## 529            NA      94.86048                    0                  0
## 638            NA     101.63300                    2                  2
## 951            NA     105.43888                    4                  4
## 1505           NA      98.19568                    1                  1
## 1614           NA     102.37452                    2                  2
## 1927           NA     100.52779                    3                  3
## 2481           NA      95.48622                    2                  2
## 2590           NA     104.51765                    3                  3
## 467            NA     103.33583                    2                  2
##            xwoba    xwoba_r   xwoba_l      K_pct     BB_pct   K_per_9
## 479   0.31962500 0.26854839 0.3676061 0.18748750 0.10941250  8.276786
## 532   0.36508036 0.32645333 0.4433784 0.16962411 0.15179821  7.704270
## 1032  0.31024170 0.32145833 0.2737401 0.25730000 0.05440000  9.736078
## 1042  0.27678723 0.34381481 0.1863000 0.23400000 0.04260000  8.485690
## 1047  0.28752632 0.32135294 0.0000000 0.21050000 0.00000000  7.714280
## 1964  0.35687500 0.34639474 0.3790000 0.19300000 0.07020000  9.281256
## 2148  0.48246154 0.62442857 0.3168333 0.07690000 0.07690000  4.500000
## 2154  0.32950000 0.30050000 0.4165000 0.00000000 0.00000000  0.000000
## 2192  0.28593103 0.20993333 0.3673571 0.16670000 0.13330000  6.428571
## 2241  0.33154167 0.27670370 0.4020476 0.10420000 0.04170000  4.090909
## 447   0.32163743 0.34063366 0.2942286 0.20351395 0.04651395  7.473493
## 490   0.31337618 0.31268159 0.3145593 0.17790675 0.07977791  7.061780
## 496   0.36312500 0.35206164 0.3862000 0.13123484 0.07690317  5.308367
## 923   0.31360248 0.30821591 0.3200959 0.22840000 0.08640000  8.919650
## 1038  0.30192430 0.29805063 0.3214574 0.21850000 0.10140000  8.353939
## 1960  0.36000000 0.43566667 0.2843333 0.00000000 0.00000000  0.000000
## 1984  0.39090741 0.35945455 0.4403333 0.12730000 0.10910000  5.108122
## 1996  0.52520000 0.35866667 0.5965714 0.00000000 0.10000000  0.000000
## 2009  0.27647368 0.32328571 0.1454000 0.26320000 0.10530000  9.000000
## 2051  0.37173404 0.35360345 0.4009444 0.12630000 0.07370000  5.225798
## 2085  0.32351724 0.31143333 0.3503704 0.18390000 0.08050000  7.322033
## 342   0.43691603 0.41692754 0.4591613 0.08331970 0.09092045  3.810000
## 362   0.32179144 0.32592784 0.3173333 0.19526623 0.03165356  7.435721
## 896   0.38644681 0.30388235 0.4332333 0.06380000 0.12770000  2.892858
## 1195  0.29904167 0.28347134 0.3284940 0.23970000 0.09090000  8.897733
## 1389  0.39300000 0.42391429 0.3479167 0.21310000 0.09840000  9.486512
## 1393  0.46600000 0.42475000 0.4990000 0.00000000 0.00000000  0.000000
## 1463  0.27747525 0.28560656 0.2650750 0.26730000 0.11880000  9.592118
## 1767  0.26269231 0.21887500 0.3328000 0.23080000 0.00000000  8.265323
## 2587  0.28477143 0.28645000 0.2825333 0.31430000 0.05710000 11.880005
## 2607  0.39237879 0.41325581 0.3533478 0.16670000 0.13640000  6.750017
## 137   0.33279273 0.32670000 0.3401040 0.22384477 0.10110469  8.910123
## 258   0.27425616 0.28642308 0.2614747 0.22055245 0.11766176  8.610931
## 377   0.33965854 0.27707500 0.3992619 0.10842892 0.08434217  4.500000
## 1581  0.38621053 0.49916667 0.1925714 0.05260000 0.05260000  2.250000
## 1640  0.34367742 0.34177778 0.3463077 0.16130000 0.19350000  6.749997
## 2382  0.29034118 0.29552229 0.2820408 0.15910000 0.05300000  6.064174
## 2503  0.29308571 0.30645902 0.2536129 0.26120000 0.08980000  9.818176
## 2622  0.33029167 0.40311538 0.2442273 0.25000000 0.12500000 10.800000
## 69    0.29957006 0.30838372 0.2888944 0.28570984 0.08254540 10.768545
## 136   0.30880556 0.33571074 0.2745368 0.21098991 0.09631972  8.351358
## 1101  0.37466497 0.38031530 0.3481739 0.15700000 0.07220000  6.200000
## 1268  0.30418834 0.26705785 0.3482353 0.17860000 0.09820000  7.058824
## 1279  0.28882022 0.23861702 0.3450000 0.22960000 0.09260000  8.718750
## 1308  0.30167000 0.31302174 0.2920000 0.29000000 0.14000000 11.347826
## 1324  0.16900000 0.16900000        NA 0.00000000 0.00000000  0.000000
## 1330  0.28905696 0.28009554 0.2979057 0.29970000 0.16400000 11.820282
## 2104  0.46320000 0.77066667 0.0020000 0.20000000 0.20000000  9.000000
## 2314  0.18362500 0.17916667 0.1970000 0.37500000 0.08330000 12.149994
## 2381  0.31463107 0.38965517 0.2179333 0.28710000 0.11000000 11.328687
## 55    0.33527255 0.29118216 0.3844855 0.16827099 0.06575609  6.584815
## 1153  0.29050296 0.30057600 0.2618864 0.19650000 0.04620000  7.714279
## 1439  0.58090476 0.69000000 0.3627143 0.04760000 0.09520000  1.928570
## 1617  0.29015498 0.32862893 0.2355357 0.25370000 0.06620000  9.553846
## 1653  0.39677778 0.42250000 0.3453333 0.00000000 0.00000000  0.000000
## 1737  0.29429231 0.27112571 0.3419882 0.21800000 0.06390000  7.714282
## 1926  0.27867368 0.25724038 0.3045930 0.31940000 0.10990000 11.517475
## 2300  0.33317647 0.31010000 0.3661429 0.17650000 0.17650000  9.000000
## 238   0.32101909 0.33021972 0.3110000 0.20087249 0.08737074  7.813255
## 1077  0.29936935 0.30963198 0.2642087 0.24610000 0.09770000  9.529412
## 1159  0.32660000 0.29957143 0.3896667 0.30000000 0.20000000 13.500000
## 1253  0.06500000 0.06500000        NA 0.00000000 0.00000000  0.000000
## 1387  0.30845455 0.28266667 0.3494118 0.20450000 0.09090000  7.363636
## 1450  0.36337500 0.36066667 0.3650000 0.00000000 0.12500000  0.000000
## 1915  0.39286957 0.43806250 0.2895714 0.17390000 0.17390000  9.000000
## 2483  0.48840000 0.58066667 0.3500000 0.20000000 0.20000000  9.000000
## 612   0.35900000 0.37799160 0.3025000 0.17395590 0.11180435  7.285791
## 1229  0.49957143 0.39350000 0.7647500 0.07140000 0.00000000  3.374996
## 1231  0.28950000 0.25738889 0.3376667 0.23330000 0.03330000  7.875000
## 1349  0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 1553  0.30690840 0.30653552 0.3077722 0.24330000 0.04940000  9.240646
## 1660  0.30308411 0.31353030 0.2862683 0.20560000 0.10280000  8.250000
## 1663  0.27834343 0.27604000 0.2806939 0.27270000 0.10610000 10.195797
## 1959  0.57575000 0.40500000 0.7465000 0.00000000 0.00000000  0.000000
## 6121  0.35900000 0.37799160 0.3025000 0.17395590 0.11180435  7.285791
## 12291 0.49957143 0.39350000 0.7647500 0.07140000 0.00000000  3.374996
## 12311 0.28950000 0.25738889 0.3376667 0.23330000 0.03330000  7.875000
## 13491 0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 15531 0.30690840 0.30653552 0.3077722 0.24330000 0.04940000  9.240646
## 16601 0.30308411 0.31353030 0.2862683 0.20560000 0.10280000  8.250000
## 16631 0.27834343 0.27604000 0.2806939 0.27270000 0.10610000 10.195797
## 19591 0.57575000 0.40500000 0.7465000 0.00000000 0.00000000  0.000000
## 476   0.30700000 0.29902299 0.3178437 0.22365921 0.11843026  8.495565
## 527   0.35533754 0.36942857 0.3073889 0.21383774 0.10066415  8.848547
## 576   0.38459701 0.38256790 0.3876981 0.20891642 0.14176866  9.186656
## 2047  0.07166667 0.07166667        NA 0.00000000 0.00000000  0.000000
## 2118  0.31180000 0.25286713 0.3838291 0.23660000 0.09540000  8.497457
## 2133  0.29690400 0.28015094 0.3261758 0.27090000 0.14340000 11.127273
## 2134  0.60166667 0.40400000 0.9970000 0.00000000 0.00000000  0.000000
## 2139  0.29664557 0.34520930 0.2386389 0.28750000 0.12500000 11.500000
## 2181  0.36520000 0.52525000 0.2585000 0.30000000 0.15000000 14.727259
## 2190  0.43044776 0.40826667 0.4758182 0.08960000 0.16420000  4.050010
## 2205  0.28477211 0.30142466 0.2683446 0.21190000 0.05300000  7.926602
## 2206  0.35372917 0.31529464 0.4075375 0.23080000 0.09740000  9.418605
## 758   0.28360870 0.25016602 0.3156889 0.29270000 0.08260000 10.772407
## 820   0.32863845 0.32594322 0.3320560 0.17890000 0.09120000  6.833764
## 1535  0.33662857 0.33881967 0.3335909 0.21500000 0.12150000  8.871441
## 1546  0.25918341 0.28592800 0.2270385 0.36170000 0.06810000 13.265889
## 1555  0.29839568 0.26851111 0.3532857 0.28370000 0.14890000 11.250000
## 1618  0.26311765 0.32690000 0.1720000 0.35290000 0.05880000 10.800000
## 1684  0.30504211 0.32636364 0.2818462 0.21130000 0.14430000  8.261188
## 1740  0.31258000 0.32514706 0.2858750 0.19610000 0.09800000  8.181818
## 1746  0.38792857 0.24537500 0.5780000 0.14290000 0.21430000  6.749991
## 2515  0.31408511 0.26303448 0.3963333 0.12500000 0.00000000  4.909091
## 2577  0.25712613 0.27929851 0.2233636 0.37610000 0.09400000 13.655172
## 537   0.37994505 0.39689706 0.3298261 0.14130217 0.08691522  5.771748
## 960   0.31207810 0.31136951 0.3127741 0.27300000 0.10080000 10.881356
## 1068  0.34920354 0.36782979 0.2570526 0.14160000 0.03540000  5.333333
## 12531 0.06500000 0.06500000        NA 0.00000000 0.00000000  0.000000
## 1301  0.31299099 0.31863077 0.3050217 0.18750000 0.06250000  6.914643
## 1487  0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1508  0.29376471 0.23738028 0.3771667 0.27500000 0.13330000 11.278495
## 1735  0.27551515 0.21000000 0.3901667 0.18180000 0.09090000  6.230767
## 2294  0.20361538 0.09033333 0.4585000 0.61540000 0.00000000 18.000000
## 805   0.33626087 0.32347059 0.3725000 0.21740000 0.08700000  9.642851
## 1563  0.37712281 0.39376389 0.3485952 0.18970000 0.09480000  7.867555
## 1576  0.18150000 0.23733333 0.0140000 0.25000000 0.25000000  9.000000
## 1578  0.33796970 0.38628571 0.2534167 0.18180000 0.15150000  7.714286
## 1588  0.23900000 0.23900000        NA 0.00000000 0.00000000  0.000000
## 1606  0.22771064 0.25141722 0.1850952 0.31650000 0.07170000 10.657900
## 1644  0.37633333 0.42864286 0.3031000 0.00000000 0.08330000  0.000000
## 1650  0.32583784 0.31143478 0.3495000 0.24320000 0.10810000  9.000000
## 1655  0.47175000 0.49133333 0.4130000 0.00000000 0.00000000  0.000000
## 1679  0.28800000 0.29412381 0.2760926 0.23600000 0.11180000  9.079638
## 1698  0.35727941 0.37618868 0.2904667 0.21740000 0.04350000  7.941176
## 1712  0.50985714 0.28825000 0.8053333 0.00000000 0.28570000  0.000000
## 1722  0.33470130 0.27398276 0.5200526 0.16880000 0.10390000  7.019999
## 1745  0.31494488 0.28209211 0.3639020 0.20610000 0.12980000  8.010998
## 2562  0.40352381 0.40814286 0.3942857 0.17460000 0.19050000  7.815769
## 366   0.35722598 0.35362457 0.3611487 0.19361652 0.07106750  7.935424
## 389   0.25712963 0.27319355 0.2354783 0.29627222 0.09260556 10.181818
## 424   0.26646667 0.25025000 0.2886579 0.25554667 0.02218667  8.872144
## 1627  0.43542857 0.46660000 0.3575000 0.14290000 0.42860000  9.000000
## 1668  0.35468512 0.33004636 0.3816449 0.23470000 0.09860000  9.703125
## 2123  0.03950000 0.07200000 0.0070000 0.00000000 0.00000000  0.000000
## 2146  0.28522695 0.25601714 0.3330000 0.28420000 0.11230000 11.101517
## 21811 0.36520000 0.52525000 0.2585000 0.30000000 0.15000000 14.727259
## 231   0.35696875 0.35769565 0.3551111 0.25000000 0.03123750  9.962742
## 592   0.31111508 0.34307792 0.2608878 0.18355664 0.11325898  7.337212
## 813   0.42425926 0.29350000 0.5288667 0.14810000 0.03700000  8.307698
## 1088  0.33569364 0.35225342 0.2461481 0.15520000 0.09200000  6.075000
## 1449  0.29268142 0.25233083 0.3503871 0.26640000 0.05680000  9.201112
## 1670  0.35116923 0.35192857 0.3502833 0.17620000 0.09960000  6.977532
## 1945  0.31007985 0.29959236 0.3256132 0.19850000 0.08990000  7.994409
## 2306  0.17150000 0.24950000 0.0935000 0.25000000 0.00000000  9.000000
## 2527  0.32082326 0.33688961 0.2802623 0.13510000 0.06310000  5.259744
## 340   0.31859916 0.29948980 0.3498111 0.27424557 0.11812278 10.259379
## 429   0.32951454 0.31272385 0.3488077 0.20934699 0.09130200  7.735958
## 807   0.23471849 0.24080672 0.2286303 0.42680000 0.03350000 14.269438
## 9231  0.31360248 0.30821591 0.3200959 0.22840000 0.08640000  8.919650
## 1867  0.46363636 0.49000000 0.4320000 0.18180000 0.09090000  6.749991
## 1956  0.52846429 0.53005556 0.5256000 0.10710000 0.10710000  6.750000
## 2334  0.17740000 0.18350000 0.1733333 0.00000000 0.00000000  0.000000
## 2450  0.30219340 0.33520000 0.2630619 0.26390000 0.12040000 10.192059
## 372   0.34420062 0.31991176 0.3659327 0.22772077 0.10150231  9.235100
## 412   0.41001980 0.35975385 0.5007778 0.12874455 0.11884752  6.048646
## 775   0.41206061 0.51166667 0.2925333 0.18180000 0.15150000  8.526320
## 1358  0.32550000 0.02300000 0.4263333 0.00000000 0.25000000  0.000000
## 1448  0.42164550 0.39203704 0.4611235 0.16670000 0.13020000  7.322040
## 1899  0.27571429 0.27481818 0.2790000 0.07140000 0.00000000  3.000000
## 1939  0.26587500 0.21877778 0.3264286 0.00000000 0.06250000  0.000000
## 2302  0.23594118 0.20900000 0.2853333 0.22220000 0.05560000  9.818173
## 347   0.30051765 0.30021495 0.3010317 0.20112759 0.10349310  7.439481
## 743   0.28755368 0.25686005 0.3152202 0.24010000 0.05970000  8.795771
## 1374  0.66875000 0.73150000 0.6060000 0.00000000 0.50000000  0.000000
## 1376  0.33940909 0.32683333 0.3545000 0.25000000 0.11360000 11.423073
## 14871 0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1509  0.24857143 0.12283333 0.3428750 0.28570000 0.07140000  9.818173
## 1874  0.36040000 0.26900000 0.4213333 0.00000000 0.00000000  0.000000
## 2270  0.43179070 0.43087500 0.4329474 0.13950000 0.13950000  6.230767
## 711   0.27233379 0.26978431 0.2756151 0.33470000 0.05650000 12.060684
## 10421 0.27678723 0.34381481 0.1863000 0.23400000 0.04260000  8.485690
## 1161  0.31487308 0.36068831 0.2483113 0.22260000 0.09430000  8.211336
## 1235  0.31303876 0.31086842 0.3161509 0.26820000 0.11110000  9.895283
## 1300  0.37925000 0.46333333 0.1270000 0.00000000 0.00000000  0.000000
## 1320  0.37712941 0.35752679 0.4149828 0.21640000 0.12280000  9.424537
## 2238  0.34465217 0.39929412 0.1898333 0.13040000 0.00000000  5.400000
## 2569  0.29812167 0.31238012 0.2716196 0.29210000 0.13480000 12.034292
## 395   0.29092628 0.29036723 0.2916593 0.33333333 0.11112222 12.990105
## 1429  0.25891379 0.27242424 0.2410800 0.31030000 0.01720000 11.045429
## 1440  0.09700000 0.13650000 0.0180000 0.33330000 0.00000000  9.000000
## 1443  0.30333735 0.32295139 0.2764381 0.31080000 0.08760000 10.911906
## 1474  0.34813167 0.36262420 0.3297823 0.26600000 0.10990000 10.657900
## 1501  0.35456962 0.31156522 0.4145152 0.17280000 0.08640000  7.269245
## 1502  0.26104286 0.23965934 0.3007551 0.34040000 0.12060000 12.831671
## 1504  0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 1516  0.30720370 0.34542857 0.2660385 0.23210000 0.07140000  8.775022
## 1922  0.33648000 0.37917647 0.2457500 0.16000000 0.16000000  6.352938
## 222   0.26998400 0.26181208 0.2820396 0.24801772 0.04327362  8.663390
## 4791  0.31962500 0.26854839 0.3676061 0.18748750 0.10941250  8.276786
## 1254  0.31435417 0.28039216 0.3528444 0.28210000 0.09740000 10.683461
## 1343  0.18300000 0.18300000        NA 0.00000000 0.00000000  0.000000
## 1671  0.34045833 0.31331148 0.3877714 0.12500000 0.03130000  4.563374
## 1705  0.25849682 0.26988750 0.2466623 0.28660000 0.07640000 10.296618
## 1719  0.29551613 0.29424779 0.2974795 0.23530000 0.06420000  9.428571
## 1830  0.24979167 0.20881250 0.3317500 0.25000000 0.04170000 10.800000
## 1172  0.29748000 0.24732143 0.3613182 0.18000000 0.08000000  6.750000
## 11951 0.29904167 0.28347134 0.3284940 0.23970000 0.09090000  8.897733
## 1311  0.32110791 0.31088571 0.3314783 0.28780000 0.17990000 11.489374
## 1313  0.30784868 0.32686905 0.2843529 0.19480000 0.09740000  7.570087
## 1353  0.25794222 0.20483654 0.3035868 0.38500000 0.12390000 14.500000
## 1360  0.34179825 0.31277922 0.4021892 0.14530000 0.10260000  6.557152
## 1895  0.36504444 0.35146429 0.3874118 0.15560000 0.18890000  7.411765
## 1983  0.58583333 0.54777778 0.7000000 0.08330000 0.25000000  4.500000
## 2248  0.39247619 0.32323333 0.4848000 0.20560000 0.14020000  9.281265
## 2357  0.28101316 0.30896226 0.2166087 0.21050000 0.07890000  7.322021
## 226   0.32908696 0.28745070 0.3962727 0.19329412 0.05882017  7.768298
## 480   0.32974021 0.35037158 0.2912143 0.25091767 0.06007774  9.282812
## 845   0.33019751 0.33001445 0.3304108 0.22760000 0.08360000  9.187500
## 1552  0.43993103 0.46223529 0.4083333 0.10340000 0.24140000  4.764703
## 1609  0.26527049 0.24665035 0.2916337 0.23480000 0.06480000  8.557377
## 1703  0.33575000         NA 0.3357500 0.00000000 0.00000000  0.000000
## 1728  0.32402353 0.30945652 0.3412051 0.25880000 0.10590000 11.423099
## 2145  0.27875000 0.23783333 0.4015000 0.50000000 0.00000000 18.000000
## 249   0.26059048 0.26830769 0.2500301 0.27131136 0.08515804  9.968130
## 251   0.30838542 0.33755556 0.2708810 0.29085714 0.10710408 11.745910
## 506   0.34356343 0.33643333 0.3626096 0.21431978 0.07505000  8.321701
## 556   0.34228972 0.37532051 0.2534483 0.11112500 0.12960648  4.771643
## 1208  0.28623735 0.28196914 0.2935158 0.23170000 0.08110000  8.756752
## 1283  0.31738000 0.31487500 0.3200082 0.16730000 0.03980000  5.875651
## 1284  0.30725000 0.30599065 0.3087640 0.26400000 0.09140000 10.173913
## 2345  0.33069388 0.33230556 0.3291467 0.20270000 0.10140000  8.265298
## 2565  0.34712727 0.31634286 0.4010000 0.25000000 0.17860000 10.356179
## 317   0.23015152 0.25144706 0.1916383 0.25000000 0.05300909  8.983411
## 335   0.27598742 0.27428302 0.2793962 0.29192609 0.08693416 11.043748
## 663   0.35183105 0.37350588 0.2766327 0.11311855 0.08595339  4.363951
## 1333  0.28178740 0.26931250 0.2944603 0.27340000 0.10940000 10.500000
## 1475  0.23111765 0.19654545 0.2945000 0.17650000 0.00000000  6.750000
## 19961 0.52520000 0.35866667 0.5965714 0.00000000 0.10000000  0.000000
## 2113  0.23259310 0.20468750 0.2669385 0.35620000 0.11640000 12.763625
## 2368  0.28074627 0.25914706 0.3030000 0.19120000 0.05880000  6.622629
## 22    0.31220000 0.35679310 0.2506190 0.31995200 0.07997000 12.076364
## 63    0.26520202 0.28001961 0.2494583 0.29701485 0.08909010 10.535293
## 168   0.31870303 0.28586486 0.3606000 0.22222492 0.08704595  8.557259
## 174   0.25928033 0.27013514 0.2416264 0.30324754 0.07372254 11.165779
## 673   0.33948993 0.37975281 0.2797667 0.22147383 0.11407718  8.277901
## 1177  0.31336641 0.29870482 0.3387188 0.23400000 0.11700000  9.048644
## 1180  0.24193991 0.26038710 0.2209541 0.42550000 0.09790000 15.083791
## 1260  0.47671429 0.48520000 0.4654000 0.14290000 0.05710000  6.136366
## 1744  0.35808861 0.35136538 0.3710370 0.12200000 0.13410000  5.000000
## 1759  0.30404813 0.26335200 0.3860968 0.28340000 0.08020000 10.369565
## 2222  0.30109562 0.31117361 0.2875327 0.21430000 0.10320000  7.923917
## 2362  0.37383333 0.31847619 0.4222708 0.15220000 0.20650000  7.714302
## 2530  0.35126923 0.27618750 0.4714000 0.19230000 0.19230000  9.642851
## 2600  0.26055200 0.27674691 0.2307386 0.26000000 0.08800000  9.696138
## 2641  0.35320513 0.30647143 0.4228085 0.25640000 0.08550000 10.519467
## 7581  0.28360870 0.25016602 0.3156889 0.29270000 0.08260000 10.772407
## 1178  0.30222408 0.27068783 0.3564091 0.20780000 0.13310000  8.429273
## 1287  0.26955474 0.27845122 0.2562909 0.21900000 0.10950000  8.804338
## 1445  0.51716667 0.55600000 0.4977500 0.00000000 0.16670000  0.000000
## 19561 0.52846429 0.53005556 0.5256000 0.10710000 0.10710000  6.750000
## 2229  0.37534483 0.42094643 0.2929677 0.11240000 0.10110000  4.426237
## 2246  0.36654098 0.39462500 0.3355517 0.08200000 0.08200000  3.648659
## 2312  0.32416049 0.29206522 0.3663429 0.12200000 0.08540000  5.094330
## 2412  0.32829480 0.33160417 0.3241688 0.23730000 0.11860000 10.598121
## 173   0.29350825 0.30939378 0.2656364 0.23776710 0.08143257  8.946254
## 315   0.24288994 0.21561600 0.2675054 0.38261136 0.08521117 13.808369
## 376   0.27795270 0.26831579 0.2881250 0.35138243 0.08108784 13.499988
## 1630  0.27300000 0.34600000 0.0540000 0.00000000 0.25000000  0.000000
## 1646  0.34035593 0.28097561 0.4756111 0.22030000 0.10170000  9.750000
## 1683  0.28284211 0.29123841 0.2718174 0.26120000 0.08210000  9.449995
## 1891  0.30197980 0.29777551 0.3061000 0.14850000 0.08910000  5.472965
## 1930  0.40610345 0.38865000 0.4448889 0.17240000 0.06900000  8.437505
## 2007  0.25957252 0.26718243 0.2496930 0.27100000 0.08780000 10.142857
## 2252  0.35466667 0.31463636 0.4064706 0.23080000 0.05130000  9.346150
## 2471  0.35091803 0.33782222 0.3877500 0.22950000 0.14750000  9.692308
## 2511  0.45409302 0.49066667 0.3923750 0.20930000 0.18600000 12.149994
## 152   0.30673427 0.25348864 0.3919273 0.17998667 0.08671000  7.326811
## 307   0.25429151 0.23724432 0.2858737 0.27940882 0.06618235  9.864886
## 414   0.27229528 0.28468456 0.2547143 0.18677121 0.04669377  6.397843
## 1185  0.30517857 0.27271774 0.3454300 0.27190000 0.07460000  9.905331
## 1331  0.32473026 0.30054802 0.3584331 0.21610000 0.10970000  8.185516
## 1351  0.23650000 0.10500000 0.4995000 0.33330000 0.16670000  9.000000
## 1565  0.44400000 0.33200000 0.5240000 0.08330000 0.00000000  4.500000
## 1718  0.47140000 0.58060000 0.3622000 0.00000000 0.00000000  0.000000
## 1808  0.30300000 0.27450000 0.3315000 0.00000000 0.00000000  0.000000
## 2013  0.29595238 0.30454310 0.2767885 0.23960000 0.07400000  8.818545
## 2031  0.35336364 0.32862500 0.4193333 0.00000000 0.09090000  0.000000
## 2090  0.42250000 0.39570370 0.4605789 0.14890000 0.04260000  6.750002
## 598   0.37132941 0.37875124 0.3437037 0.16342218 0.07779922  6.606119
## 1155  0.32460870 0.36500000 0.2322857 0.23910000 0.08700000  9.281221
## 13581 0.32550000 0.02300000 0.4263333 0.00000000 0.25000000  0.000000
## 1533  0.32431933 0.29197260 0.3756522 0.31670000 0.09170000 12.512211
## 2025  0.27603463 0.22594304 0.3844521 0.28760000 0.12020000 10.578947
## 2035  0.31793392 0.29644776 0.3488925 0.25760000 0.05240000  9.654545
## 2307  0.28177679 0.27942963 0.2853371 0.19560000 0.08000000  6.906981
## 2498  0.36165116 0.35879104 0.3717368 0.21840000 0.06900000  8.142857
## 5321  0.36508036 0.32645333 0.4433784 0.16962411 0.15179821  7.704270
## 975   0.29334662 0.30302113 0.2839693 0.25300000 0.05030000  9.103948
## 1040  0.32048718 0.32890625 0.2820000 0.19660000 0.08550000  7.762490
## 1214  0.38164516 0.39294286 0.3670000 0.12900000 0.17740000  5.684195
## 1612  0.37880000 0.30266667 0.4930000 0.10000000 0.00000000  3.857149
## 2006  0.46761111 0.49110000 0.4382500 0.05560000 0.05560000  3.375001
## 2338  0.28283333 0.29028125 0.2743214 0.15000000 0.08330000  5.651176
## 2504  0.33121053 0.37904167 0.2492143 0.25640000 0.10260000 10.384624
## 2536  0.26363636 0.22500000 0.2958333 0.09090000 0.18180000  3.000000
## 279   0.26387324 0.25562963 0.2781410 0.24765794 0.09347103  8.955518
## 351   0.29683333 0.27867105 0.3202288 0.23805495 0.07694505  8.466903
## 1336  0.45375000 0.43271429 0.4832000 0.20830000 0.12500000 10.384623
## 13492 0.33019429 0.34728704 0.3026418 0.19770000 0.10730000  7.875000
## 1356  0.31401045 0.28001163 0.3648609 0.28620000 0.12760000 10.931713
## 1417  0.28948649 0.26623810 0.3200000 0.15790000 0.13160000  7.363640
## 15091 0.24857143 0.12283333 0.3428750 0.28570000 0.07140000  9.818173
## 1542  0.23599222 0.22865942 0.2444958 0.32690000 0.08460000 11.953125
## 2055  0.32887857 0.32076136 0.3426154 0.23400000 0.12770000  8.954778
## 2273  0.31166667 0.31166667        NA 0.00000000 0.00000000  0.000000
## 2499  0.32652427 0.34348031 0.2992658 0.16670000 0.10480000  7.052234
## 2566  0.46305714 0.42504762 0.5200714 0.17140000 0.14290000  7.714286
## 51    0.34893595 0.33944444 0.3609112 0.18733707 0.14462525  7.521180
## 365   0.37428142 0.37170330 0.3768315 0.14442371 0.07358965  5.674449
## 552   0.28297297 0.24964444 0.3145474 0.23784649 0.12434541  9.144382
## 630   0.27689143 0.29841270 0.2215510 0.30766923 0.05986923 11.091160
## 1493  0.39850000 0.29800000 0.7000000 0.25000000 0.50000000 13.500014
## 1506  0.22987273 0.24631293 0.2109922 0.26520000 0.05730000  9.559804
## 1514  0.00000000 0.00000000        NA 1.00000000 0.00000000 27.000028
## 1925  0.32115138 0.30841176 0.3422805 0.18100000 0.12220000  7.105259
## 2349  0.33916514 0.34300000 0.3330476 0.17270000 0.10910000  6.840000
## 2413  0.27700000 0.41466667 0.0705000 0.20000000 0.20000000  9.000000
## 2629  0.32118056 0.36777333 0.2705362 0.19310000 0.06210000  7.714294
## 48    0.28350417 0.25751163 0.3137117 0.31560656 0.11064508 11.856648
## 246   0.25021778 0.25309524 0.2447949 0.27076245 0.06553362  9.776071
## 1428  0.34403030 0.31125000 0.3627619 0.12120000 0.12120000  5.399997
## 14872 0.35177778 0.30440741 0.4228333 0.27660000 0.19150000 12.535719
## 1503  0.34214634 0.23227778 0.4281304 0.19280000 0.14460000  8.150928
## 16981 0.35727941 0.37618868 0.2904667 0.21740000 0.04350000  7.941176
## 1700  0.29981597 0.30626590 0.2901130 0.19800000 0.04440000  7.386799
## 2169  0.71775000 0.21950000 1.2160000 0.00000000 0.25000000  0.000000
## 2178  0.30478041 0.33318519 0.2704403 0.25080000 0.08030000 10.024758
## 2626  0.29786429 0.29320253 0.3039016 0.17610000 0.09150000  6.617647
## 3951  0.29092628 0.29036723 0.2916593 0.33333333 0.11112222 12.990105
## 1270  0.45800000 0.44512500 0.5610000 0.11110000 0.33330000  9.000000
## 1315  0.32645833 0.32100000 0.3300345 0.27080000 0.06250000 10.968715
## 1381  0.24514286 0.39670000 0.1073636 0.38100000 0.09520000 14.400000
## 16531 0.39677778 0.42250000 0.3453333 0.00000000 0.00000000  0.000000
## 1661  0.38672727 0.42659740 0.3169545 0.17210000 0.11480000  6.517241
## 2027  0.31184672 0.31836735 0.3042992 0.27760000 0.11030000 11.262038
## 2128  0.30382456 0.28634641 0.3394800 0.24570000 0.12930000  9.559000
## 1220  0.39374194 0.35887500 0.4309333 0.25000000 0.21880000 12.000000
## 1369  0.36960000 0.45675000 0.0210000 0.00000000 0.00000000  0.000000
## 1392  0.31273988 0.32933010 0.2883286 0.18860000 0.06860000  6.960932
## 1751  0.30954687 0.34697183 0.2629298 0.28130000 0.10160000 10.800000
## 1988  0.30294366 0.30809091 0.2945556 0.22540000 0.12680000  8.639983
## 2153  0.28546154 0.32527642 0.2024576 0.27420000 0.12900000 10.200000
## 2167  0.42995000 0.46341860 0.3452941 0.16670000 0.10000000  7.714290
## 2437  0.35559420 0.35146296 0.3704667 0.07250000 0.08700000  2.699995
## 2454  0.27550943 0.30812903 0.2295455 0.16980000 0.16980000  6.567586
## 2578  0.25866471 0.26308065 0.2467609 0.37210000 0.10470000 13.935495
## 1097  0.29914723 0.28904545 0.3526988 0.26200000 0.07650000  9.364533
## 1209  0.61050000 0.23333333 1.7420000 0.50000000 0.25000000 27.000028
## 1335  0.32495161 0.27545714 0.3891111 0.19050000 0.06350000  7.199985
## 1975  0.27609286 0.25040206 0.3340465 0.30070000 0.10490000 11.610011
## 2187  0.28250917 0.26313178 0.3105955 0.26030000 0.12330000  9.679245
## 2259  0.55246667 0.54330769 0.6120000 0.13330000 0.33330000 10.800044
## 2341  0.38193750 0.34577273 0.4125385 0.24490000 0.14290000 10.124968
## 2453  0.27039834 0.28917391 0.2452427 0.27570000 0.07820000 10.517448
## 2522  0.35554054 0.32474576 0.3904808 0.25000000 0.07140000  9.569632
## 574   0.32401714 0.35765683 0.2086203 0.17181859 0.06199577  6.854019
## 590   0.29698777 0.32513636 0.2537829 0.23400365 0.06082796  8.498753
## 983   0.29719974 0.30580000 0.2885092 0.24550000 0.04680000  8.921313
## 1013  0.31951155 0.32763559 0.2908955 0.20230000 0.06360000  7.626441
## 2076  0.39375000 0.23475000 0.5527500 0.06250000 0.00000000  2.250000
## 2158  0.30100000 0.50400000 0.2333333 0.50000000 0.25000000 18.000000
## 2177  0.35456667 0.29483333 0.4441667 0.15000000 0.11670000  5.926815
## 2324  0.35007265 0.35760584 0.3394330 0.31780000 0.14830000 12.735849
## 182   0.33641313 0.35385333 0.3124128 0.19924674 0.09958199  7.996071
## 212   0.31308915 0.31764516 0.3062330 0.22010425 0.09650039  8.947779
## 333   0.31597708 0.31114231 0.3216909 0.19959044 0.07066965  7.756897
## 609   0.36340855 0.34372848 0.4309470 0.18734514 0.10736337  7.664661
## 1162  0.32582639 0.29390909 0.3759821 0.26210000 0.14480000 10.687500
## 1286  0.26585121 0.23080311 0.3363125 0.26710000 0.09930000 10.028571
## 1426  0.30648855 0.26525000 0.3634727 0.27270000 0.10230000  9.868015
## 1611  0.34037500 0.27802273 0.4027273 0.13330000 0.15560000  6.352941
## 1882  0.28956250 0.29956989 0.2713137 0.27030000 0.10140000 10.285714
## 1958  0.27083832 0.22124731 0.3331622 0.35710000 0.10710000 13.728825
## 2038  0.33239576 0.33167097 0.3332734 0.21880000 0.08330000  8.177889
## 2467  0.31582105 0.35080357 0.2655897 0.22800000 0.06220000  8.136998
## 756   0.46141667 0.29366667 0.6291667 0.00000000 0.16670000  0.000000
## 780   0.31102605 0.31888104 0.3018391 0.25450000 0.05570000  9.653658
## 991   0.33993123 0.31848084 0.3549100 0.18950000 0.06980000  7.496852
## 1305  0.32266045 0.29405161 0.3619027 0.23250000 0.09230000  8.723077
## 1373  0.54557143 0.60380000 0.4000000 0.00000000 0.14290000  0.000000
## 1459  0.35959195 0.36449495 0.3531200 0.22990000 0.07470000  9.230769
## 1594  0.38822222 0.34925000 0.7000000 0.00000000 0.11110000  0.000000
## 1860  0.37215152 0.36300000 0.3862308 0.03030000 0.03030000  1.285714
## 613   0.41038636 0.39028947 0.5376667 0.06819773 0.06819773  2.522727
## 1108  0.25834628 0.25649612 0.2677059 0.25720000 0.05790000  9.270382
## 2279  0.40746667 0.30762500 0.5215714 0.13330000 0.13330000  7.714297
## 2310  0.30833333 0.46250000 0.0000000 0.33330000 0.33330000 13.500014
## 2333  0.31841667 0.29031707 0.3790526 0.22950000 0.09840000  9.692308
## 2348  0.38518367 0.44096923 0.2753030 0.30300000 0.03030000 12.461519
## 2372  0.33295192 0.36966087 0.2875591 0.15890000 0.10280000  6.800000
## 2526  0.44083333 0.38900000 0.7000000 0.00000000 0.16670000  0.000000
## 2574  0.29880769 0.32907143 0.2635000 0.29630000 0.11110000 10.799995
## 111   0.34865079 0.34186250 0.3604565 0.08730000 0.07936429  3.466836
## 1438  0.34123622 0.36623881 0.3133167 0.23620000 0.10240000  9.418594
## 15041 0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 1811  0.50521429 0.61342857 0.3970000 0.00000000 0.07690000  0.000000
## 2092  0.33473529 0.39431579 0.2592667 0.17650000 0.23530000  8.100008
## 2131  0.42223077 0.43057143 0.4125000 0.00000000 0.15380000  0.000000
## 2410  0.46577778 0.29083333 0.8156667 0.33330000 0.00000000 13.500000
## 2539  0.28663679 0.26219868 0.3471311 0.27520000 0.06880000 10.253164
## 1111  0.34865079 0.34186250 0.3604565 0.08730000 0.07936429  3.466836
## 14381 0.34123622 0.36623881 0.3133167 0.23620000 0.10240000  9.418594
## 15042 0.24975000 0.17480000 0.3032857 0.25000000 0.16670000  9.000000
## 18111 0.50521429 0.61342857 0.3970000 0.00000000 0.07690000  0.000000
## 20921 0.33473529 0.39431579 0.2592667 0.17650000 0.23530000  8.100008
## 21311 0.42223077 0.43057143 0.4125000 0.00000000 0.15380000  0.000000
## 24101 0.46577778 0.29083333 0.8156667 0.33330000 0.00000000 13.500000
## 25391 0.28663679 0.26219868 0.3471311 0.27520000 0.06880000 10.253164
## 529   0.33963043 0.31353125 0.3992857 0.13040217 0.17386957  5.221887
## 638   0.28549664 0.29733333 0.2735000 0.21714474 0.02634211  7.266740
## 951   0.27911881 0.29172131 0.2599000 0.27450000 0.04900000  9.818169
## 1505  0.27574359 0.24683333 0.3220000 0.10260000 0.05130000  3.857144
## 1614  0.33922917 0.32986885 0.3555429 0.12370000 0.09280000  4.835813
## 1927  0.34467925 0.27821311 0.4347778 0.18870000 0.04720000  7.605623
## 2481  0.32421101 0.41114062 0.2005778 0.22730000 0.14550000 10.074610
## 2590  0.28409375 0.25739024 0.3316957 0.31540000 0.08080000 11.412365
## 467   0.27867925 0.32452381 0.2273333 0.23899748 0.03143333  8.263365
##                   NameASCII   KsperOut     wFB_per_c    wSL_per_c    wCT_per_c
## 479           Carson Spiers 0.30654762   1.110039618   1.24979563  -6.23289124
## 532            Wes Benjamin 0.28534332  -2.291972490  -0.33373098           NA
## 1032            Sean Manaea 0.36059548  -0.075606131  -0.43603449           NA
## 1042       Reiver Sanmartin 0.31428481   2.226241430   0.35313401           NA
## 1047              Jake Latz 0.28571409   0.535412205  -4.88400012           NA
## 1964            Ryan Tepera 0.34375020  -3.180048366  -0.62084182  -2.46870241
## 2148             Josh Rojas 0.16666667  -5.285055439           NA           NA
## 2154             Rene Pinto 0.00000000 -17.498999380           NA           NA
## 2192          Braden Bristo 0.23809524   3.126226303  -2.38570008   1.76697203
## 2241              Juan Then 0.15151515   0.159069151   0.22093666           NA
## 447             Keaton Winn 0.27679604  -0.981628999   2.09738820           NA
## 490             David Price 0.26154741   0.137274663           NA   0.07283572
## 496            Wade LeBlanc 0.19660618  -0.717599883           NA  -1.34239684
## 923         Vince Velasquez 0.33035742  -1.208774163   2.14891091           NA
## 1038         Framber Valdez 0.30940516   0.246693461           NA           NA
## 1960           Chris Owings 0.00000000  -6.641622384           NA           NA
## 1984         Spencer Patton 0.18918971  -0.794894621  -2.25052807           NA
## 1996        Ildemaro Vargas 0.00000000  -3.421067766           NA           NA
## 2009          Joey Krehbiel 0.33333333   0.558107495   0.99064079           NA
## 2051            Adam Cimber 0.19354807  -0.293767679  -3.64800007           NA
## 2085           Reed Garrett 0.27118639  -0.217904433  -0.08846155           NA
## 342              Luis Cessa 0.14111111  -3.786213813  -2.39435123           NA
## 362            Zack Littell 0.27539707   0.497849393  -3.56118766   0.93402191
## 896           Xzavion Curry 0.10714289  -4.719855613   3.41654342           NA
## 1195      Hunter Strickland 0.32954565   0.575001749   0.53004222           NA
## 1389             Yoan Lopez 0.35135231  -1.728594625  -3.17420203           NA
## 1393          David Paulino 0.00000000   4.102352403           NA           NA
## 1463           Kodi Whitley 0.35526363   0.738565807   4.43476677           NA
## 1767           Cody Stashak 0.30612308  -1.232324312   2.86588392           NA
## 2587            Danny Young 0.44000017   2.909081047  -1.32564505           NA
## 2607            Anthony Kay 0.25000063   0.797959067  -5.11250285  -1.56306874
## 137         Griffin Canning 0.33000454  -1.588493773  -1.00876549           NA
## 258           Jimmy Lambert 0.31892338   0.228561564   0.04406754           NA
## 377           Brett Kennedy 0.16666667  -0.714259716  -1.86623072           NA
## 1581  Christian Bethancourt 0.08333333  -1.989478847           NA           NA
## 1640             Lucas Sims 0.24999988  -3.147127195   1.44064665           NA
## 2382           Brett Martin 0.22459905   1.408451820   1.24185402           NA
## 2503            Colin Poche 0.36363617   0.307588072  -0.88024656           NA
## 2622            Josh Walker 0.40000000  -0.779930111  -1.20166110           NA
## 69              Mike Mayers 0.39883500  -0.057363176   1.05721285  -1.10068201
## 136          Brandon Bielak 0.30930957   0.116667579  -3.12997061   2.52966591
## 1101         Patrick Corbin 0.22962963  -0.872431353  -0.74051074           NA
## 1268         Archie Bradley 0.26143791   1.027394443           NA           NA
## 1279            Dylan Floro 0.32291667   1.555621271           NA  -0.66755816
## 1308             Rowan Wick 0.42028986   0.769841477  -1.31002501   1.57118699
## 1324           Andrew Knapp 0.00000000   5.541750044           NA           NA
## 1330             Alex Reyes 0.43778823   0.242256978   2.75551442           NA
## 2104            Josh Lester 0.33333333  -1.671222183           NA           NA
## 2314           Anthony Gose 0.44999979   3.796833470   0.38176129           NA
## 2381            Josh Taylor 0.41958101  -1.497041500   2.31620266           NA
## 55               Alec Mills 0.24388204  -0.137413405   0.13345876           NA
## 1153              Joe Smith 0.28571404  -0.439240822  -1.03229972           NA
## 1439      Brandyn Sittinger 0.07142852  -2.391214243  -8.35870802           NA
## 1617              Seth Lugo 0.35384615   0.333453549  -0.92910347           NA
## 1653          Matt Reynolds 0.00000000  -9.481692314           NA           NA
## 1737        Domingo Acevedo 0.28571414  -0.652625314   1.24615225           NA
## 1926          Robert Suarez 0.42657314   1.425771567  -4.16079322   0.35701638
## 2300         Victor Mederos 0.33333333  -0.961268151   2.34767005           NA
## 238            Mitch Keller 0.28937980   0.229754162   0.68522363           NA
## 1077          Justin Steele 0.35294118  -0.524734722   1.44283710           NA
## 1159            Pedro Strop 0.50000000  -5.317599984   2.44016143   3.19749991
## 1253           Kevin Pillar 0.00000000   4.358983537           NA           NA
## 1387        Domingo Acevedo 0.27272727  -3.273852305   4.42628002           NA
## 1450         Raynel Espinal 0.00000000  -1.437674076           NA           NA
## 1915           Frank German 0.33333333  -3.756431053  -5.64099997           NA
## 2483          Jose Castillo 0.33333333  -4.697487503   2.93008741           NA
## 612      Matthew Liberatore 0.26984410  -1.379911377  -1.34124236           NA
## 1229        Ronald Torreyes 0.12499984  -7.530382100           NA           NA
## 1231              A.J. Cole 0.29166667  -1.014708355   4.98585171   3.44860906
## 1349        Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 1553           Ryan Brasier 0.34224616  -1.545464493   0.90285582           NA
## 1660           Yunior Marte 0.30555556   0.036852542  -0.80250461           NA
## 1663           Jose Leclerc 0.37762213  -2.353013979   1.88609251           NA
## 1959  Christian Bethancourt 0.00000000 -22.801198960           NA           NA
## 6121     Matthew Liberatore 0.26984410  -1.379911377  -1.34124236           NA
## 12291       Ronald Torreyes 0.12499984  -7.530382100           NA           NA
## 12311             A.J. Cole 0.29166667  -1.014708355   4.98585171   3.44860906
## 13491       Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 15531          Ryan Brasier 0.34224616  -1.545464493   0.90285582           NA
## 16601          Yunior Marte 0.30555556   0.036852542  -0.80250461           NA
## 16631          Jose Leclerc 0.37762213  -2.353013979   1.88609251           NA
## 19591 Christian Bethancourt 0.00000000 -22.801198960           NA           NA
## 476       Carmen Mlodzinski 0.31465055   0.988565237  -0.02134568   1.25648097
## 527             Sam Hentges 0.32772397  -2.494787378  -0.50765504           NA
## 576            Sean Newcomb 0.34024651  -0.236529525  -4.66966159           NA
## 2047          Brandon Dixon 0.00000000  10.766857010           NA           NA
## 2118    Enyel De Los Santos 0.31472064   0.860017331   1.78356739           NA
## 2133            Lucas Erceg 0.41212121   0.539017804  -1.04662041  -5.27229236
## 2134         Zach McKinstry 0.00000000  -8.146454529           NA           NA
## 2139           Zach Jackson 0.42592593   0.965588233  -1.17696690           NA
## 2181      Daysbel Hernandez 0.54545404   3.283975124  -7.19713943           NA
## 2190          Peter Solomon 0.15000038  -1.420162815           NA  -4.82436513
## 2205         Emmanuel Clase 0.29357784   0.736110229   1.50778214           NA
## 2206          Seth Martinez 0.34883721  -0.700142187   0.76798538           NA
## 758           Shohei Ohtani 0.39897803  -0.716804923   2.67199540   0.14038126
## 820             Zach Davies 0.25310238  -0.714092456  -2.82311750  -2.01826436
## 1535             Nick Mears 0.32857190   0.181895166           NA           NA
## 1546          Liam Hendriks 0.49132921   0.876822289   0.86662544           NA
## 1555       Huascar Brazoban 0.41666667  -2.308240304   1.72332702           NA
## 1618          Blake Treinen 0.40000000   4.409099817   4.36001044  -0.99384002
## 1684           Corey Knebel 0.30596993   0.837167534  -0.45836667           NA
## 1740             Yoan Lopez 0.30303030  -5.145370826   1.49875537           NA
## 1746          Daniel Duarte 0.24999968  -4.089525044   0.03833636           NA
## 2515           Jake Fishman 0.18181818   1.303902876  -1.82983823           NA
## 2577          Angel Perdomo 0.50574713   0.673821193   1.68664705           NA
## 537          Daniel Castano 0.21376843  -2.778968218   2.28644882           NA
## 960             Dylan Cease 0.40301318  -0.257542611   0.35130554           NA
## 1068           Hyun Jin Ryu 0.19753086  -1.390024243  -5.90927856  -1.03832252
## 12531          Kevin Pillar 0.00000000   4.358983537           NA           NA
## 1301            Chris Mazza 0.25609788   1.140229614   1.54023968  -0.60978379
## 1487         Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1508         Demarcus Evans 0.41772205  -0.317908499  -0.58838801  -0.11975923
## 1735          Luis F. Ortiz 0.23076915   2.870879297   7.34024975           NA
## 2294          John McMillon 0.66666667   0.260248262   5.43118753           NA
## 805       Stephen Strasburg 0.35714261  -4.142907054           NA           NA
## 1563            Ian Kennedy 0.29139091   0.002350028           NA -15.81688854
## 1576         Ehire Adrianza 0.33333333   3.685491780           NA           NA
## 1578            Kirby Yates 0.28571429  -2.910724585  20.85379958           NA
## 1588         Randal Grichuk 0.00000000   0.608535018           NA  12.91794926
## 1606             Jason Adam 0.39473704   1.393096392   2.97468848           NA
## 1644           Carson Kelly 0.00000000  -3.880922978  -3.62882987           NA
## 1650       Kyle Barraclough 0.33333333  -1.237565652   2.15442862   3.01122492
## 1655         Kevin Plawecki 0.00000000   6.020350116           NA           NA
## 1679          Reyes Moronta 0.33628288  -0.071222252   0.69628275           NA
## 1698       Keynan Middleton 0.29411765  -4.013721278   1.05234102           NA
## 1712     Willians Astudillo 0.00000000   4.080049906           NA           NA
## 1722              Jake Reed 0.25999995   0.488472707  -2.76914374           NA
## 1745     Jonathan Hernandez 0.29670363  -0.876574657   2.65382715           NA
## 2562          Daniel Norris 0.28947291   1.266934604  -1.43913903           NA
## 366             Luke Weaver 0.29390458  -1.455878319  -5.59033048  -1.03646720
## 389             Miguel Diaz 0.37710438   1.953431981   4.25672803           NA
## 424          James McArthur 0.32859792  -1.002411514   2.69454370           NA
## 1627     Jackie Bradley Jr. 0.33333333  -1.884376605           NA           NA
## 1668             Rowan Wick 0.35937500  -0.229914989  -3.85416968  -4.02524839
## 2123            Seby Zavala 0.00000000   9.444316228           NA           NA
## 2146           Jordan Hicks 0.41116731   0.779022610  -0.52538741           NA
## 21811     Daysbel Hernandez 0.54545404   3.283975124  -7.19713943           NA
## 231          Daniel Mengden 0.36899043  -0.317726914 -10.58731184   1.50878446
## 592        Reiver Sanmartin 0.27174857   0.877764080  -1.48578374           NA
## 813          Jerad Eickhoff 0.30769253 -11.336053050 -10.20040512           NA
## 1088            Cole Ragans 0.22500000  -2.963506492           NA  -0.12135949
## 1449           Jorge Alcala 0.34078194   0.088664818   2.64150996           NA
## 1670         Andres Machado 0.25842710  -0.254178844  -2.51461801           NA
## 1945            Luis Garcia 0.29608923  -0.308864823  -0.56907451           NA
## 2306         Mitch Moreland 0.33333333   1.621053884           NA           NA
## 2527              John King 0.19480532  -0.063295662  -0.83606171  -7.28734840
## 340          Michael Fulmer 0.37997699  -0.622146884   0.21690091           NA
## 429            Javier Assad 0.28651695   1.001879901   0.52952357   0.39253751
## 807            Jacob deGrom 0.52849770   1.353647998   2.07981301           NA
## 9231        Vince Velasquez 0.33035742  -1.208774163   2.14891091           NA
## 1867         Aneurys Zabala 0.24999968  -6.586590680           NA           NA
## 1956           Paolo Espino 0.25000000 -12.984694370  -5.18870257           NA
## 2334             Adam Eaton 0.00000000  -0.653937506   3.68363336           NA
## 2450        Joely Rodriguez 0.37748368   0.705278994  -3.14984012           NA
## 372           Jack Flaherty 0.34204075  -0.543319345  -1.01271860           NA
## 412              Adam Oller 0.22402391  -1.340614375  -1.44768037  -5.29959083
## 775            Ryan Feltner 0.31578963  -4.680934078  -1.63385953  -3.61064002
## 1358          Akeem Bostick 0.00000000   7.608000040  22.01620042           NA
## 1448           Bryan Garcia 0.27118666  -1.910852918  -0.25851813           NA
## 1899           Easton McGee 0.11111111   4.330037534  -5.37147396   7.50830025
## 1939        Eduardo Escobar 0.00000000   0.656120479           NA           NA
## 2302           Oliver Perez 0.36363602  -0.320436845   1.84105552           NA
## 347             JT Chargois 0.27553634   1.023717971   0.09131872           NA
## 743         Sandy Alcantara 0.32576931   0.749987052   0.99801484           NA
## 1374           Roel Ramirez 0.00000000  -7.932111290   2.16247340           NA
## 1376          Dusten Knight 0.42307677  -3.940027621 -10.70320010           NA
## 14871        Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1509           Dauri Moreta 0.36363602   0.960892657   6.51784473           NA
## 1874            Alejo Lopez 0.00000000  -3.111507801           NA           NA
## 2270            Devin Sweet 0.23076915  -0.868913289  -1.58661671           NA
## 711             Gerrit Cole 0.44669202   0.853160124   1.57279635           NA
## 10421      Reiver Sanmartin 0.31428481   2.226241430   0.35313401           NA
## 1161          Mark Melancon 0.30412354  -0.674483020           NA   0.90123961
## 1235           Luke Jackson 0.36649196  -0.784515954   1.93000006           NA
## 1300       Daniel Robertson 0.00000000  -0.666790977           NA           NA
## 1320            Buck Farmer 0.34905692  -1.370190747           NA           NA
## 2238         Brenan Hanifee 0.20000000  -0.065223539  -0.70336470  -1.51391434
## 2569           Aaron Bummer 0.44571453  -0.351199997   1.04257520  -0.82601915
## 395         Trevor Richards 0.48111499  -1.208815071           NA           NA
## 1429          Scott Effross 0.40908997   0.481850364   0.62439131           NA
## 1440   Seranthony Dominguez 0.33333333   7.206429839   0.97274249           NA
## 1443        Trevor Richards 0.40414467   2.055756211   1.42797532           NA
## 1474         Trevor Stephan 0.39473704  -0.772479956  -0.39074292           NA
## 1501         J.B. Bukauskas 0.26923129  -3.839992594  -0.15410249           NA
## 1502           Nick Sandlin 0.47524708   0.819625778   0.89673570           NA
## 1504         Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 1516          Kervin Castro 0.32500082   2.279380004           NA           NA
## 1922            Cole Waites 0.23529399  -3.178068383   1.23206454           NA
## 222          Reynaldo Lopez 0.32086630   2.196867210  -0.38751783           NA
## 4791          Carson Spiers 0.30654762   1.110039618   1.24979563  -6.23289124
## 1254              Seth Lugo 0.39568372   0.914711409  -2.43870485           NA
## 1343          Jack Mayfield 0.00000000  11.372400320           NA           NA
## 1671           Luis Perdomo 0.16901384   0.975949988   0.81220254           NA
## 1705          Hunter Harvey 0.38135624   1.863615536  -3.08956007           NA
## 1719           Victor Arano 0.34920635  -0.681316654  -0.70999373           NA
## 1830            Jhon Romero 0.40000000  -2.174632647   1.79848152           NA
## 1172           Ryan Brasier 0.25000000   1.477355516  -2.69774502           NA
## 11951     Hunter Strickland 0.32954565   0.575001749   0.53004222           NA
## 1311          Dillon Maples 0.42553237  -0.163222941   1.97650740           NA
## 1313         Andres Machado 0.28037358  -0.264270268   0.42919750           NA
## 1353         Devin Williams 0.53703704  -1.406701406  -1.58900714           NA
## 1360        Stefan Crichton 0.24285749  -1.997209370  -0.18933482           NA
## 1895             Luis Frias 0.27450980  -2.167756708  -5.08741107           NA
## 1983          Jace Peterson 0.16666667  -4.642395363           NA           NA
## 2248            Cody Bolton 0.34375054  -1.652811234  -1.30753435           NA
## 2357            Adam Conley 0.27118598  -0.033442124  -2.89668616           NA
## 226     Julian Merryweather 0.28771473  -3.560170932   1.93974325           NA
## 480           Louie Varland 0.34380784  -0.392013258  -2.06681804   0.67121945
## 845             JT Brubaker 0.34027778  -0.906666705  -1.22023945           NA
## 1552        Arodys Vizcaino 0.17647049  -0.693288226           NA           NA
## 1609            Yimi Garcia 0.31693989   2.392978793  -4.37522541   0.86976536
## 1703          Jack Mayfield 0.00000000   1.909269278           NA           NA
## 1728          James Norwood 0.42307775  -2.063358737  -0.05148857           NA
## 2145       Guillermo Zuniga 0.66666667   0.083749167   2.38722949           NA
## 249          Freddy Peralta 0.36919000   0.672847342   0.30803860           NA
## 251             Tommy Nance 0.43503370  -1.794315894   1.29073078           NA
## 506              Drew Smyly 0.30821113  -0.890827834           NA  -0.76664986
## 556          Packy Naughton 0.17672751  -0.124698300  -4.38587205           NA
## 1208            Sergio Romo 0.32432416   0.826201151   0.43397418           NA
## 1283      Richard Rodriguez 0.21761669   1.300986798   0.30039084           NA
## 1284      Robert Stephenson 0.37681159  -0.651841679   0.60543101           NA
## 2345           Alex Claudio 0.30612215  -0.705077447   0.02406088           NA
## 2565           Amir Garrett 0.38356217  -0.241687126  -0.78269811           NA
## 317         Hayden Wesneski 0.33271892   1.391057912   1.44353609   0.65319333
## 335            John Brebbia 0.40902770   1.057170187  -0.42025079           NA
## 663            Josh Fleming 0.16162780   0.379575400           NA           NA
## 1333           Kyle McGowin 0.38888889   0.288199992   0.49990704           NA
## 1475            Jhon Romero 0.25000000  -1.739068031   1.01010589           NA
## 19961       Ildemaro Vargas 0.00000000  -3.421067766           NA           NA
## 2113           Ryan Helsley 0.47272686   0.860346028           NA   3.12551357
## 2368           Kent Emanuel 0.24528255   1.085746004  -2.19241170           NA
## 22          David Robertson 0.44727273            NA           NA   0.01996861
## 63             Corey Knebel 0.39019605   1.669692449           NA           NA
## 168             Luis Patino 0.31693551   0.823577441  -0.20373682           NA
## 174               Matt Bush 0.41354738   0.116768478  -2.91254650           NA
## 673              Austin Cox 0.30658891  -0.175667922   0.79344790           NA
## 1177           Jose Cisnero 0.33513496   1.360441744  -1.31396657           NA
## 1180          Craig Kimbrel 0.55865892   0.802798271           NA           NA
## 1260         Chris Devenski 0.22727283  -5.654122392   2.12012778           NA
## 1744            Javy Guerra 0.18518519   0.873226148  -4.14238136           NA
## 1759             Drew Smith 0.38405797   0.182211952  -0.29770543           NA
## 2222          Elvis Peguero 0.29347841   1.467526811   0.72880647           NA
## 2362             Tyler Webb 0.28571488  -1.403860938  -1.47051699           NA
## 2530            Damon Jones 0.35714261   2.047045484  -7.30041052           NA
## 2600           Gregory Soto 0.35911621   0.653396920   1.08034478           NA
## 2641         Brent Headrick 0.38960988  -1.484913620  -0.68566489           NA
## 7581          Shohei Ohtani 0.39897803  -0.716804923   2.67199540   0.14038126
## 1178           Steve Cishek 0.31219528   1.321527416  -1.17609050           NA
## 1287          Jharel Cotton 0.32608660   1.089883995  -0.02278773 -13.55881436
## 1445            Jake Rogers 0.00000000  -4.740088126           NA           NA
## 19561          Paolo Espino 0.25000000 -12.984694370  -5.18870257           NA
## 2229           Max Castillo 0.16393470  -0.756303442  -1.25881478           NA
## 2246        Eduardo Salazar 0.13513550  -1.088403945  -0.24399342           NA
## 2312          Fernando Abad 0.18867889  -0.652872605  -2.35704709           NA
## 2412             Ben Bowden 0.39252301  -2.222008286   1.13460984           NA
## 173          Drew Rasmussen 0.33134274   1.843889933   0.95979723           NA
## 315         Spencer Strider 0.51142106   1.419288293   1.25321655           NA
## 376           Trevor Megill 0.49999955   0.235685753           NA           NA
## 1630          Orlando Arcia 0.00000000   4.484980106           NA           NA
## 1646           Tayler Scott 0.36111111   0.474349528  -2.43232631           NA
## 1683          Kyle Finnegan 0.34999981   1.066383550  -1.99431256           NA
## 1891         Mason Thompson 0.20270243   0.640040008   2.32457952           NA
## 1930        Zach McAllister 0.31250019  -5.225628444   2.14073327  -3.19839988
## 2007            Clay Holmes 0.37566138   0.537498580   2.59829484           NA
## 2252          Edgar Navarro 0.34615372  -1.401290330  -1.97277361           NA
## 2471               Paul Fry 0.35897436   0.657237090  -1.57197757           NA
## 2511    Darwinzon Hernandez 0.44999979  -3.314009013 -12.41910610           NA
## 152        Brusdar Graterol 0.27136336   0.163623330   0.87683725           NA
## 307             Penn Murfee 0.36536614   0.570931080   2.26234384           NA
## 414        Brusdar Graterol 0.23695716   3.144394464  -0.29210218   0.70372746
## 1185            Ian Kennedy 0.36686411   1.313170654           NA   3.57995987
## 1331            Lou Trivino 0.30316727   0.298044956           NA   0.26598696
## 1351          Yefry Ramirez 0.33333333   1.751200027  13.72915010           NA
## 1565          Yadier Molina 0.16666667  -2.407010449           NA           NA
## 1718           Luis Torrens 0.00000000  -5.301032143   5.51876984           NA
## 1808          Sheldon Neuse 0.00000000   8.564608512           NA           NA
## 2013         Chris Stratton 0.32661278   1.916215619  -0.84602025           NA
## 2031          Harold Castro 0.00000000  -3.594862182           NA           NA
## 2090        Domingo Acevedo 0.25000009  -5.648904304  -1.54594113           NA
## 598              Zach Logue 0.24467107  -1.972779061  -3.37544412  -0.73925082
## 1155           Darren O'Day 0.34374891  -0.168445368   0.58797501           NA
## 13581         Akeem Bostick 0.00000000   7.608000040  22.01620042           NA
## 1533           Andrew Wantz 0.46341521  -0.654827248   1.75638100  -0.48658944
## 2025           Jose Leclerc 0.39181287   0.588057615   2.94203155           NA
## 2035      Giovanny Gallegos 0.35757576   0.411571095  -0.04637335           NA
## 2307            Tony Watson 0.25581410   0.946596192   2.50030625           NA
## 2498           Kolby Allard 0.30158730  -1.250421401           NA  -4.62042418
## 5321           Wes Benjamin 0.28534332  -2.291972490  -0.33373098           NA
## 975             Bailey Ober 0.33718324   0.764714023  -0.70793874           NA
## 1040          Dillon Peters 0.28749964  -0.529838441           NA           NA
## 1214          Shelby Miller 0.21052576  -1.342649052  -8.01607707   0.24317869
## 1612             Jake Hager 0.14285735   0.162165000           NA           NA
## 2006           Carson Kelly 0.12500003  -6.481692195           NA           NA
## 2338             Josh Osich 0.20930282  -0.897112489           NA   1.67336003
## 2504         Andrew Vasquez 0.38461569   1.236948151   0.03074320           NA
## 2536            Nate Fisher 0.11111111  -1.316649963   1.69485877           NA
## 279           Steven Wilson 0.33168584   0.188633836   1.91900526           NA
## 351            Emilio Pagan 0.31358901   1.931806963   2.57741548           NA
## 1336          Jake Newberry 0.38461567  -5.124863711  -3.31053848           NA
## 13492       Phillips Valdez 0.29166667   0.201011222  -1.59566667           NA
## 1356            Ryne Stanek 0.40487826   0.426474145   1.81805558           NA
## 1417         Ryan Meisinger 0.27272739  -1.568781644  -3.75015689           NA
## 15091          Dauri Moreta 0.36363602   0.960892657   6.51784473           NA
## 1542          Kenley Jansen 0.44270833  -1.416110570  -0.88348488   1.85046299
## 2055       Kendall Graveman 0.33165846   0.870972409  -0.73603915           NA
## 2273            Blair Calvo 0.00000000  20.486199860  -4.52011675           NA
## 2499            Kirby Snead 0.26119384  -1.005263251  -1.65344869           NA
## 2566          Anthony Banda 0.28571429  -1.838415802   1.27653498           NA
## 51                John Gant 0.27856223  -0.069552331   0.27611821   0.89675225
## 365          Yonny Chirinos 0.21016479  -0.176238594  -2.67041219           NA
## 552         Lucas Gilbreath 0.33868082   1.088119286   0.02678303           NA
## 630             Matt Strahm 0.41078369   0.799190087   2.16895758  -0.05602437
## 1493           Andres Munoz 0.50000052   2.094466736  -5.95651984           NA
## 1506         Emmanuel Clase 0.35406680   1.442915032   2.65843657           NA
## 1514             Nick Maton 1.00000104   6.908600032           NA           NA
## 1925      Hirokazu Sawamura 0.26315773  -0.594951234   1.11475654           NA
## 2349             Sam Selman 0.25333333   0.491587219  -0.28996091           NA
## 2413              Kyle Dohy 0.33333333   0.294632775           NA           NA
## 2629           Joe La Sorsa 0.28571461  -1.797718941   1.97222660           NA
## 48           Pierce Johnson 0.43913510  -0.958702064           NA           NA
## 246           Scott Effross 0.36207670  -0.603844586   1.97213658           NA
## 1428       Julian Fernandez 0.19999990  -0.674357559           NA           NA
## 14872        Jeremy Beasley 0.46428587  -1.230990887   2.53059183           NA
## 1503       Manuel Rodriguez 0.30188622  -1.400860520           NA           NA
## 16981      Keynan Middleton 0.29411765  -4.013721278   1.05234102           NA
## 1700            Adam Cimber 0.27358515   0.404857563  -0.26495231           NA
## 2169           Bligh Madris 0.00000000  -5.809054591           NA           NA
## 2178             Eli Morgan 0.37128733  -0.590755125  -0.48281080           NA
## 2626         Jose A. Ferrer 0.24509804   0.537291036  -5.89795858           NA
## 3951        Trevor Richards 0.48111499  -1.208815071           NA           NA
## 1270          Colten Brewer 0.33333333            NA  -5.48544271 -10.85741169
## 1315             Keone Kela 0.40624872  -1.241833303           NA           NA
## 1381             Josh James 0.53333333  -2.673074901   2.01389442           NA
## 16531         Matt Reynolds 0.00000000  -9.481692314           NA           NA
## 1661         J.B. Wendelken 0.24137931  -0.539102035  -1.12229087           NA
## 2027         Carlos Estevez 0.41711251   0.622990723  -0.08999115           NA
## 2128             Jacob Webb 0.35403704   1.323266665  -0.16927799           NA
## 1220          Jake Petricka 0.44444444  -3.277097146   3.54751349           NA
## 1369          Jordan Luplow 0.00000000  -5.993944407           NA           NA
## 1392          Edgar Santana 0.25781231  -0.327585863   1.31876636           NA
## 1751          Tanner Rainey 0.40000000  -0.250913077   0.68004027           NA
## 1988          Michael Kelly 0.31999935  -1.860634147   1.87624833   3.69760010
## 2153            Bryan Baker 0.37777778  -0.102953138   2.05837957           NA
## 2167            Rico Garcia 0.28571444  -3.444299404           NA           NA
## 2437           Tommy Milone 0.09999980   0.466592997   4.40574454           NA
## 2454         Danny Coulombe 0.24324391   1.770620648   1.10035781           NA
## 2578          Jose Alvarado 0.51612943   1.361738542   0.57723203           NA
## 1097        Clayton Kershaw 0.34683455   0.229337317   1.94671974           NA
## 1209               Chaz Roe 1.00000104  -1.034054567  -6.04423334           NA
## 1335          Jimmie Sherfy 0.26666612   1.150401691  -0.08438612           NA
## 1975           Luke Jackson 0.43000041   0.479394446   1.68562130           NA
## 2187          Steven Wilson 0.35849057   0.211060117   1.59644047 -16.33017510
## 2259             Kyle Leahy 0.40000161  -7.849856785  -8.38496332           NA
## 2341      Alberto Baldonado 0.37499882  -0.186845385  -0.81674328           NA
## 2453          Andrew Chafin 0.38953510  -0.189752062   1.06977702           NA
## 2522             Nick Vespi 0.35443083  -0.233063511  -1.32769939           NA
## 574          Ryan Yarbrough 0.25385254  -0.842807329  -0.72036349  -1.83823877
## 590             Keegan Akin 0.31476862   1.151804411   1.02600739           NA
## 983           Logan Gilbert 0.33041899  -0.081601954   1.76578037           NA
## 1013      Madison Bumgarner 0.28246079  -0.007270334   0.18713846           NA
## 2076     Isiah Kiner-Falefa 0.08333333   1.458433329           NA           NA
## 2158             Ryder Ryan 0.66666667  -3.225166599  10.45747144           NA
## 2177             Chad Smith 0.21951165  -0.908855079  -1.06974759           NA
## 2324           Rex Brothers 0.47169811  -0.829784440   1.19776157           NA
## 182              Bryan Shaw 0.29615077   0.171762491  -2.77250105   0.17363354
## 212     Duane Underwood Jr. 0.33139921   0.615692934           NA   0.32608574
## 333           Adrian Houser 0.28729246   0.241789826  -0.72202892           NA
## 609              Kris Bubic 0.28387635  -1.865294757           NA           NA
## 1162         Tyler Chatwood 0.39583333  -0.612798735           NA   1.72571016
## 1286            Clay Holmes 0.37142857   1.361041358   1.45684188           NA
## 1426          Josh Staumont 0.36548204   1.518910557           NA           NA
## 1611          Domingo Tapia 0.23529412  -2.348584706   2.28423221           NA
## 1882       Peter Strzelecki 0.38095238   0.621285720   0.12490497           NA
## 1958              Joe Kelly 0.50847501  -0.232006056   1.44584815           NA
## 2038          Kyle Finnegan 0.30288477   0.151863055  -4.53149143           NA
## 2467              Tim Mayza 0.30137028   1.358579484  -4.05908645           NA
## 756          Connor Seabold 0.00000000  -2.818548238  10.60009996           NA
## 780           Logan Gilbert 0.35754290   1.341185975  -1.93175594           NA
## 991            Brady Singer 0.27766120  -1.308821343  -0.01296637           NA
## 1305              Jose Ruiz 0.32307692   1.159581875  -6.90733353           NA
## 1373         Luis Guillorme 0.00000000  -8.066125214           NA           NA
## 1459            Matt Foster 0.34188034   0.638475264   0.83467898 -10.21754146
## 1594      Andrelton Simmons 0.00000000 -10.143480300           NA           NA
## 1860           Kody Clemens 0.04761905  -1.525772702           NA           NA
## 613             Angel Zerpa 0.09343434   0.334604145  -0.17929077           NA
## 1108              Max Fried 0.34334748   0.293425266   0.32805873           NA
## 2279            Cole Waites 0.28571470  -1.094913350 -11.06930017           NA
## 2310          Anthony Rizzo 0.50000052   0.420616364           NA           NA
## 2333           Grant Dayton 0.35897436  -2.190460164           NA           NA
## 2348            Hoby Milner 0.46153774  -2.325945634  -0.60042625           NA
## 2372               Sam Clay 0.25185185  -0.834857411   0.73828059           NA
## 2526         Brendon Little 0.00000000 -12.268733180  -3.16769992           NA
## 2574              Matt Gage 0.39999981  -2.526953771   1.41898425   5.94811440
## 111         Thomas Eshelman 0.12840133  -1.719227260  -1.29606414           NA
## 1438            Tommy Nance 0.34883680   0.190344885   3.00648991           NA
## 15041        Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 1811          Mike Brosseau 0.00000000   0.104172045           NA           NA
## 2092            Sam Coonrod 0.30000031  -0.911656893   0.09349191   2.51480965
## 2131            Nicky Lopez 0.00000000  -3.696404752           NA           NA
## 2410              Dylan Lee 0.50000000  -9.843582908  -1.19533332           NA
## 2539             Matt Moore 0.37974681   0.143915835           NA           NA
## 1111        Thomas Eshelman 0.12840133  -1.719227260  -1.29606414           NA
## 14381           Tommy Nance 0.34883680   0.190344885   3.00648991           NA
## 15042        Eduard Bazardo 0.33333333   0.629094450  -3.61064002           NA
## 18111         Mike Brosseau 0.00000000   0.104172045           NA           NA
## 20921           Sam Coonrod 0.30000031  -0.911656893   0.09349191   2.51480965
## 21311           Nicky Lopez 0.00000000  -3.696404752           NA           NA
## 24101             Dylan Lee 0.50000000  -9.843582908  -1.19533332           NA
## 25391            Matt Moore 0.37974681   0.143915835           NA           NA
## 529           Travis Bergen 0.19340323   0.109169587           NA           NA
## 638            Ryan Borucki 0.26913852   0.595845718   2.92880817   1.49413545
## 951             Tyler Mahle 0.36363589   1.008490794  -0.02275207  12.65788873
## 1505          Oliver Ortega 0.14285719  -1.630935112           NA           NA
## 1614           Jacob Barnes 0.17910418  -0.651057245   1.30962287  -0.88096536
## 1927           Tommy Hunter 0.28168974   2.009703531           NA  -2.90253909
## 2481             Eric Stout 0.37313371  -1.728742669  -0.73384318           NA
## 2590            A.J. Minter 0.42268018   0.909634741   0.57691523           NA
## 467             Ryan Pepiot 0.30605055   1.853744833   1.25215153           NA
##          wCB_per_c     wCH_per_c   wSF_per_c  wKN_per_c  FA_pct_sc
## 479             NA  -6.104740891          NA         NA 0.27630312
## 532    -4.50272476  -2.145362313          NA         NA 0.43439196
## 1032            NA   1.272607478          NA         NA         NA
## 1042            NA  -0.254745460          NA         NA 0.28180000
## 1047   -3.78677276  -3.661850095          NA         NA 0.48810000
## 1964            NA            NA -5.18659216         NA 0.31740000
## 2148            NA            NA          NA         NA 0.44440000
## 2154            NA            NA          NA         NA 0.61540000
## 2192            NA   1.269311334          NA         NA         NA
## 2241            NA  -6.824405129          NA         NA 0.10180000
## 447             NA            NA  1.07925707         NA 0.26422267
## 490     0.70544052  -2.204197237          NA         NA 0.17956074
## 496     0.58273912  -0.554991881          NA         NA 0.14968552
## 923             NA  -1.777303822          NA         NA 0.41540000
## 1038    1.31309003  -0.357694451          NA         NA 0.05170000
## 1960            NA            NA          NA         NA         NA
## 1984            NA   0.253847498          NA         NA 0.53660000
## 1996            NA            NA          NA         NA 0.21430000
## 2009            NA   5.717866619          NA         NA 0.50000000
## 2051            NA            NA          NA         NA 0.41400000
## 2085    8.11351107            NA -4.25822806         NA 0.31990000
## 342             NA  -1.550820410          NA         NA 0.23538182
## 362             NA            NA -1.59318638         NA 0.31253404
## 896    -5.29105018   5.414249897          NA         NA 0.58790000
## 1195            NA            NA  0.52754159         NA 0.51270000
## 1389            NA            NA          NA         NA 0.51630000
## 1393  -17.73672754            NA          NA         NA 0.65630000
## 1463            NA   1.916061882          NA         NA 0.56860000
## 1767            NA   4.308824986          NA         NA 0.48900000
## 2587            NA            NA          NA         NA         NA
## 2607            NA   0.002533197          NA         NA 0.54550000
## 137    -2.23611624   0.670749085          NA         NA 0.40909278
## 258    -1.43535412   0.136966347          NA         NA 0.44578088
## 377             NA  -1.642790556          NA         NA 0.51631446
## 1581            NA            NA          NA         NA 0.51920000
## 1640    3.54772146            NA          NA         NA 0.42640000
## 2382   -2.70203094            NA          NA         NA 0.24070000
## 2503            NA            NA          NA         NA 0.77490000
## 2622            NA  -4.518349841          NA         NA 0.65300000
## 69              NA  16.434755452          NA         NA 0.38087587
## 136     1.78070133   2.826241326          NA         NA 0.40078624
## 1101            NA  -2.057117702          NA         NA 0.17080000
## 1268   -3.79304886  -1.715372145          NA         NA 0.46800000
## 1279            NA   0.412953682          NA         NA 0.30480000
## 1308    2.08818181            NA          NA         NA 0.62250000
## 1324            NA            NA          NA         NA         NA
## 1330   -3.59929516  -0.586670795          NA         NA 0.30660000
## 2104            NA            NA          NA         NA         NA
## 2314            NA            NA          NA         NA 0.73040000
## 2381    2.40146756            NA          NA         NA 0.36920000
## 55     -1.56063907  -0.614299002          NA         NA 0.17170058
## 1153            NA   4.048935856          NA         NA 0.23580000
## 1439            NA            NA          NA         NA 0.70000000
## 1617    0.64068666   1.160344481          NA         NA 0.28920000
## 1653   -2.73158997 -49.392798540          NA   3.190533 0.95240000
## 1737            NA   2.977207115          NA         NA 0.42090000
## 1926   -0.97777223   1.010642875          NA         NA 0.43570000
## 2300   -8.63166650            NA          NA         NA 0.09090000
## 238    -1.38570095  -2.259665876          NA         NA 0.33158690
## 1077    0.50105786   1.632148792          NA         NA 0.56840000
## 1159            NA            NA          NA         NA 0.20000000
## 1253            NA            NA          NA         NA         NA
## 1387            NA   0.464522218          NA         NA 0.50570000
## 1450            NA            NA  1.51936660         NA 0.69440000
## 1915            NA            NA -1.81441493         NA 0.69050000
## 2483            NA            NA          NA         NA 0.50000000
## 612    -1.15700560  -1.687925985          NA         NA 0.34425839
## 1229            NA            NA          NA         NA 1.00000000
## 1231   -2.90020773   1.061147545          NA         NA 0.42110000
## 1349            NA  -0.174016665          NA         NA 0.00580000
## 1553            NA  -1.227200031          NA         NA 0.44370000
## 1660            NA            NA          NA         NA 0.25930000
## 1663    8.53076676   1.802529013  2.62125476         NA 0.36430000
## 1959            NA            NA          NA         NA 0.40000000
## 6121   -1.15700560  -1.687925985          NA         NA 0.34425839
## 12291           NA            NA          NA         NA 1.00000000
## 12311  -2.90020773   1.061147545          NA         NA 0.42110000
## 13491           NA  -0.174016665          NA         NA 0.00580000
## 15531           NA  -1.227200031          NA         NA 0.44370000
## 16601           NA            NA          NA         NA 0.25930000
## 16631   8.53076676   1.802529013  2.62125476         NA 0.36430000
## 19591           NA            NA          NA         NA 0.40000000
## 476             NA  -0.417351480          NA         NA 0.49632895
## 527     1.16939677            NA          NA         NA 0.41397736
## 576    -3.04652075   9.248673430          NA         NA 0.55123657
## 2047            NA            NA          NA         NA 1.00000000
## 2118            NA  -2.495425559          NA         NA 0.60420000
## 2133            NA   0.656729604          NA         NA 0.27350000
## 2134            NA            NA          NA         NA 1.00000000
## 2139            NA            NA          NA         NA 0.58600000
## 2181            NA            NA          NA         NA 0.48190000
## 2190   -1.07325298 -12.283200030          NA         NA 0.54660000
## 2205            NA            NA          NA         NA 0.00450000
## 2206            NA  -2.057715354          NA         NA 0.39920000
## 758    -2.94268491            NA  3.55452054         NA 0.44150000
## 820    -1.55743289   1.104876626          NA         NA         NA
## 1535   -2.00159255            NA          NA         NA 0.64300000
## 1546   -1.41000001            NA          NA         NA 0.60550000
## 1555            NA  -0.195915624          NA         NA 0.23300000
## 1618            NA            NA          NA         NA 0.11590000
## 1684   -1.50574534            NA          NA         NA 0.70000000
## 1740            NA            NA -0.35951417         NA 0.45690000
## 1746   -1.87994999  -5.734809861          NA         NA 0.51950000
## 2515            NA            NA          NA         NA         NA
## 2577            NA  -2.269173545          NA         NA 0.61710000
## 537             NA  -1.540411042          NA         NA 0.42533696
## 960    -1.85454956   0.958998998          NA         NA 0.43160000
## 1068    0.11976241   0.275121517          NA         NA 0.41770000
## 12531           NA            NA          NA         NA         NA
## 1301            NA  -1.727800071          NA         NA 0.04600000
## 1487   -4.30776998            NA -6.60240521         NA 0.55560000
## 1508            NA            NA          NA         NA 0.60340000
## 1735   -7.48805851   0.167989995          NA         NA 0.27120000
## 2294            NA            NA          NA         NA 0.38180000
## 805    -2.99103179  -3.080866734          NA         NA 0.27710000
## 1563   -5.82206011 -11.741014040 -5.74653481         NA 0.81300000
## 1576            NA            NA          NA         NA 1.00000000
## 1578            NA            NA -1.38470744         NA 0.50360000
## 1588    6.15350008            NA          NA         NA         NA
## 1606            NA   2.237300275          NA         NA 0.32060000
## 1644            NA -22.212900220          NA         NA 0.98530000
## 1650            NA            NA          NA         NA 0.48200000
## 1655   -2.12013995            NA          NA -49.252301 1.00000000
## 1679            NA   0.299941965          NA         NA 0.53350000
## 1698            NA   3.939560855          NA         NA 0.50420000
## 1712            NA            NA          NA   7.422845 0.26090000
## 1722            NA  -3.845285518          NA         NA 0.06840000
## 1745            NA  -0.978571460          NA         NA 0.01170000
## 2562            NA  -4.152263728          NA         NA 0.41470000
## 366    -0.34069629  -2.047443241          NA         NA 0.43403215
## 389             NA   1.175908532          NA         NA 0.21291111
## 424     1.50374391            NA          NA         NA         NA
## 1627            NA            NA          NA         NA 0.90000000
## 1668   -1.02385948            NA -3.62882987         NA 0.55730000
## 2123            NA            NA          NA         NA 1.00000000
## 2146            NA            NA  2.32148882         NA 0.10680000
## 21811           NA            NA          NA         NA 0.48190000
## 231    -5.53675668  -1.999992416          NA         NA 0.29348125
## 592             NA  -3.371880123          NA         NA 0.19039023
## 813     1.61429495  -7.671099901          NA         NA 0.22890000
## 1088   -0.60570227   2.805642218          NA         NA 0.44480000
## 1449            NA   0.866602975          NA         NA 0.36590000
## 1670            NA   1.666303296          NA         NA 0.30500000
## 1945            NA            NA  2.27648776         NA 0.13560000
## 2306    7.10494965  -1.100280043          NA         NA 0.76470000
## 2527            NA   1.474718919          NA         NA         NA
## 340     1.56206586            NA          NA         NA 0.28594177
## 429    -4.01546185  -3.308725611          NA         NA 0.19176281
## 807     4.38168744  -0.452827285          NA         NA 0.47450000
## 9231            NA  -1.777303822          NA         NA 0.41540000
## 1867   13.76279990   4.464706580          NA         NA 0.51160000
## 1956    4.40558344  -9.286949784          NA         NA 0.35640000
## 2334   -3.94066498            NA          NA         NA 0.66670000
## 2450            NA   1.066613490          NA         NA 0.07840000
## 372     0.17748014            NA          NA         NA 0.41614846
## 412             NA -14.040095585          NA         NA 0.45039505
## 775    -3.28383322   4.792218317          NA         NA 0.53520000
## 1358   -2.87643001            NA -1.62528572         NA 0.35710000
## 1448            NA  -3.933607615          NA         NA 0.01500000
## 1899   -6.27999976  -1.798530047          NA         NA 0.02170000
## 1939            NA            NA          NA         NA 0.36360000
## 2302            NA            NA          NA         NA 0.21430000
## 347             NA            NA          NA         NA 0.07857586
## 743    -3.62619989   0.421818318          NA         NA 0.21580000
## 1374   -6.57922029            NA -6.57922029         NA 0.64290000
## 1376   -4.00707862   2.727596798          NA         NA 0.36020000
## 14871  -4.30776998            NA -6.60240521         NA 0.55560000
## 1509            NA  -4.413214326          NA         NA 0.68420000
## 1874            NA            NA          NA         NA 0.26920000
## 2270            NA  -6.643324509          NA         NA 0.50000000
## 711    -0.50006655   1.399551038          NA         NA 0.47120000
## 10421           NA  -0.254745460          NA         NA 0.28180000
## 1161    2.02397249   0.968580041          NA         NA 0.02850000
## 1235    1.45696268            NA          NA         NA 0.35640000
## 1300            NA            NA          NA         NA 1.00000000
## 1320   -0.56650000  -1.189768827          NA         NA 0.47660000
## 2238            NA  -5.951470487          NA         NA         NA
## 2569            NA  -8.533419967          NA         NA 0.05550000
## 395             NA   0.965539585          NA         NA 0.43411111
## 1429            NA  -2.973431891          NA         NA 0.19820000
## 1440            NA            NA          NA         NA 0.57140000
## 1443            NA  -0.978677388          NA         NA 0.56630000
## 1474            NA  -0.863969387          NA         NA 0.59740000
## 1501            NA  -4.157225932          NA         NA 0.47200000
## 1502            NA            NA -0.31554306         NA 0.13980000
## 1504    2.83685453            NA          NA         NA 0.36540000
## 1516   -1.17022161            NA          NA         NA 0.74130000
## 1922            NA            NA          NA         NA 0.70190000
## 222     0.13651113   2.424392470          NA         NA 0.54994213
## 4791            NA  -6.104740891          NA         NA 0.27630312
## 1254    1.87599040 -11.862773250          NA         NA 0.29180000
## 1343            NA            NA          NA         NA         NA
## 1671            NA  -2.452891288          NA         NA         NA
## 1705   -5.23431843            NA -0.74661820         NA 0.77000000
## 1719            NA            NA          NA         NA 0.09730000
## 1830            NA  -4.498400007          NA         NA 0.54440000
## 1172  -10.25190895            NA          NA         NA 0.68530000
## 11951           NA            NA  0.52754159         NA 0.51270000
## 1311   -0.84557857            NA          NA         NA 0.33100000
## 1313            NA   0.373865073          NA         NA 0.55660000
## 1353            NA   1.940252352          NA         NA 0.33530000
## 1360            NA  -3.813830706          NA         NA 0.00740000
## 1895   -1.34071023   1.528594395          NA         NA 0.62360000
## 1983            NA            NA          NA         NA 0.02330000
## 2248            NA  -2.262680054          NA         NA 0.54730000
## 2357            NA   4.654294182          NA         NA 0.54050000
## 226             NA   1.869094116          NA         NA 0.51575042
## 480             NA  -1.275924937          NA         NA 0.42687597
## 845     0.98614399  -3.010495832          NA         NA 0.06050000
## 1552    1.40707784 -72.408497330          NA         NA 0.56520000
## 1609            NA  -5.620908110          NA         NA 0.44370000
## 1703            NA            NA          NA         NA 0.30770000
## 1728            NA            NA -0.28595099         NA 0.48650000
## 2145            NA  -3.282345086          NA         NA 0.55810000
## 249     2.05851530   1.563935289          NA         NA 0.54939306
## 251     0.16826999            NA          NA         NA 0.12927755
## 506    -0.15456107            NA          NA         NA 0.46423901
## 556             NA  -0.761213930          NA         NA 0.33188333
## 1208            NA  -2.750491259          NA         NA 0.02110000
## 1283            NA            NA          NA         NA 0.86120000
## 1284    1.03532595  -1.645731678          NA         NA 0.49410000
## 2345            NA  -2.770826386          NA         NA 0.14140000
## 2565            NA            NA          NA         NA 0.20590000
## 317             NA  -0.671694989          NA         NA 0.26135000
## 335             NA            NA          NA         NA 0.45759752
## 663    -0.47508807  -1.735390200          NA         NA 0.04829638
## 1333            NA            NA          NA         NA 0.10830000
## 1475            NA   0.561271811          NA         NA 0.64100000
## 19961           NA            NA          NA         NA 0.21430000
## 2113   -0.80087727            NA          NA         NA 0.56180000
## 2368            NA   4.375173735          NA         NA         NA
## 22      0.49796906            NA          NA         NA         NA
## 63      1.66929219            NA          NA         NA 0.58017327
## 168    -3.17775620  -4.321800560          NA         NA 0.60595075
## 174     2.37981545            NA          NA         NA 0.48795615
## 673     1.13772096  -0.297666473          NA         NA 0.48733893
## 1177            NA  -3.092437424          NA         NA 0.40540000
## 1180    2.76163912            NA          NA         NA 0.59330000
## 1260    2.18422506  -0.536111423          NA         NA 0.33790000
## 1744            NA            NA          NA         NA 0.15450000
## 1759    1.24541795   3.672116302          NA         NA 0.52440000
## 2222            NA            NA          NA         NA         NA
## 2362            NA  -4.531410949          NA         NA 0.38780000
## 2530            NA            NA          NA         NA 0.62860000
## 2600            NA   1.276534982          NA         NA 0.17490000
## 2641            NA  -3.897500038          NA         NA 0.56160000
## 7581   -2.94268491            NA  3.55452054         NA 0.44150000
## 1178            NA -29.015433790          NA         NA 0.16760000
## 1287   -2.29088889   0.756750020          NA         NA 0.46210000
## 1445            NA            NA          NA         NA         NA
## 19561   4.40558344  -9.286949784          NA         NA 0.35640000
## 2229            NA   1.489370726          NA         NA 0.42400000
## 2246            NA  -7.812641561          NA         NA 0.12550000
## 2312   -1.78824679   0.636243758          NA         NA 0.06020000
## 2412            NA  -1.038807964          NA         NA 0.70920000
## 173    -0.39069624  -8.761911164          NA         NA 0.64871303
## 315             NA  -0.015882971          NA         NA 0.66990814
## 376     0.18435501            NA          NA         NA 0.72101284
## 1630            NA            NA          NA         NA 0.20000000
## 1646            NA  -1.644114964          NA         NA 0.14120000
## 1683            NA            NA -0.29295683         NA         NA
## 1891            NA   1.757781953          NA         NA 0.01640000
## 1930            NA            NA  2.17581110         NA         NA
## 2007            NA            NA          NA         NA 0.00290000
## 2252            NA  -3.465899825          NA         NA         NA
## 2471            NA            NA          NA         NA 0.33190000
## 2511    2.36784592            NA          NA         NA 0.60990000
## 152             NA            NA          NA         NA 0.02047667
## 307             NA            NA          NA         NA 0.41062647
## 414             NA            NA          NA         NA 0.10223268
## 1185   -4.29301741  -5.269226020          NA         NA 0.82540000
## 1331    0.93339258   3.053616498          NA         NA 0.25320000
## 1351   -2.56450996   9.648716450          NA         NA 0.39130000
## 1565  -15.18409479            NA          NA         NA 0.45000000
## 1718            NA            NA 11.38629988  -3.609440 0.97060000
## 1808            NA            NA          NA   2.867220 0.24240000
## 2013   -1.38432161   0.471603049          NA         NA 0.54610000
## 2031            NA            NA          NA         NA 0.24140000
## 2090            NA  -1.328941215          NA         NA 0.40000000
## 598             NA   0.386186412          NA         NA 0.49230700
## 1155            NA            NA          NA         NA 0.44970000
## 13581  -2.87643001            NA -1.62528572         NA 0.35710000
## 1533            NA  -0.738324346          NA         NA 0.45550000
## 2025            NA   0.240912300  1.53561897         NA 0.34760000
## 2035            NA  -7.010419138          NA         NA 0.50230000
## 2307            NA   2.141111096          NA         NA 0.25170000
## 2498   -1.69169381  -1.037318953          NA         NA 0.53180000
## 5321   -4.50272476  -2.145362313          NA         NA 0.43439196
## 975     1.34378064   1.119762257          NA         NA 0.45680000
## 1040    1.13115418  -0.347459862          NA         NA 0.34990000
## 1214            NA            NA          NA         NA 0.63370000
## 1612            NA            NA          NA         NA 1.00000000
## 2006            NA            NA          NA         NA 1.00000000
## 2338  -13.88953832  -4.319409078          NA         NA 0.03460000
## 2504            NA            NA          NA         NA         NA
## 2536    0.16961100  12.647428680          NA         NA 0.48000000
## 279             NA  -3.104272519          NA         NA 0.52221402
## 351             NA            NA -1.84910783         NA 0.54983846
## 1336            NA  -2.022117563          NA         NA 0.45000000
## 13492           NA  -0.174016665          NA         NA 0.00580000
## 1356            NA            NA  1.25602362         NA 0.59690000
## 1417            NA  -2.183636346          NA         NA 0.37160000
## 15091           NA  -4.413214326          NA         NA 0.68420000
## 1542            NA            NA          NA         NA         NA
## 2055   -2.61639491   1.264650456          NA         NA 0.22490000
## 2273            NA            NA          NA         NA         NA
## 2499            NA  -1.830327294          NA         NA 0.13850000
## 2566   -1.35168232   0.035563000          NA         NA 0.60630000
## 51     -0.80050992  -0.892853479          NA         NA 0.11814664
## 365             NA            NA  0.06728324         NA 0.01791907
## 552             NA            NA -3.16509616         NA 0.63038649
## 630             NA            NA          NA         NA 0.45070000
## 1493            NA            NA          NA         NA 0.70590000
## 1506            NA            NA          NA         NA 0.00950000
## 1514            NA            NA          NA         NA         NA
## 1925            NA            NA  0.40534186         NA 0.48630000
## 2349            NA            NA          NA         NA 0.55260000
## 2413            NA   1.541959960          NA         NA 0.25000000
## 2629            NA   0.566377152          NA         NA         NA
## 48      1.56564074            NA          NA         NA         NA
## 246             NA            NA          NA         NA 0.10630131
## 1428            NA -12.315277260          NA         NA 0.84620000
## 14872  -4.30776998            NA -6.60240521         NA 0.55560000
## 1503    0.49354234            NA          NA         NA 0.29330000
## 16981           NA   3.939560855          NA         NA 0.50420000
## 1700            NA            NA          NA         NA 0.34960000
## 2169            NA            NA          NA         NA 0.81820000
## 2178            NA   0.017362624          NA         NA 0.40420000
## 2626            NA  -0.107868419          NA         NA 0.71940000
## 3951            NA   0.965539585          NA         NA 0.43411111
## 1270   -1.44189497            NA          NA         NA         NA
## 1315   -0.07183479  19.736899440          NA         NA 0.53230000
## 1381            NA   5.581299825          NA         NA 0.57970000
## 16531  -2.73158997 -49.392798540          NA   3.190533 0.95240000
## 1661    0.44971000   2.703582184          NA         NA 0.46720000
## 2027            NA  -4.249767981          NA         NA 0.66810000
## 2128            NA  -0.381378463          NA         NA 0.48660000
## 1220            NA  -0.093775832          NA         NA         NA
## 1369            NA            NA          NA         NA         NA
## 1392            NA            NA          NA         NA 0.00980000
## 1751            NA   3.071959913          NA         NA 0.70440000
## 1988            NA            NA          NA         NA 0.24260000
## 2153  -78.85490060   0.388113271          NA         NA 0.56760000
## 2167   -1.96020907  -2.523634303          NA         NA 0.55430000
## 2437   -3.68275004  -2.127391359          NA         NA 0.42020000
## 2454    2.02537056  -1.051195529          NA         NA 0.31560000
## 2578            NA            NA          NA         NA         NA
## 1097    0.11322479            NA -1.34318754         NA 0.36920000
## 1209            NA            NA          NA         NA         NA
## 1335            NA  -3.243530169          NA         NA 0.35220000
## 1975  -15.96507175            NA          NA         NA 0.27480000
## 2187            NA  -6.222000122          NA         NA 0.36350000
## 2259    5.40189991            NA          NA         NA 0.48280000
## 2341            NA  -4.826627536          NA         NA 0.60470000
## 2453            NA  -2.731593450          NA         NA 0.28480000
## 2522   -0.34035972            NA          NA         NA 0.47760000
## 574             NA  -0.925339266          NA         NA         NA
## 590             NA  -1.992811831          NA         NA 0.51977234
## 983     0.06504311            NA  0.20428729         NA 0.41890000
## 1013   -0.24067403  -1.624750031          NA         NA 0.32740000
## 2076            NA            NA          NA         NA 0.96080000
## 2158            NA            NA          NA         NA 0.15380000
## 2177            NA  -1.071575710          NA         NA         NA
## 2324            NA            NA          NA         NA 0.65500000
## 182    -4.99052828  -0.562841697          NA         NA         NA
## 212    -1.19488836  -1.433215427          NA         NA 0.11706950
## 333    -1.45315917  -2.306091989          NA         NA 0.23836632
## 609    -0.03742975  -0.514729702          NA         NA 0.50535315
## 1162   -2.45010273  -0.499957126          NA         NA 0.07950000
## 1286   -1.62809544            NA          NA         NA 0.00090000
## 1426    1.03385260            NA          NA         NA 0.43430000
## 1611            NA  -4.062695018          NA         NA 0.25070000
## 1882            NA   1.560365863          NA         NA 0.53300000
## 1958    0.60928299   1.187863162          NA         NA 0.15870000
## 2038            NA            NA  2.26285813         NA 0.69980000
## 2467            NA            NA          NA         NA 0.00140000
## 756     4.13771495 -14.733979700          NA         NA 0.62790000
## 780     0.19860689  -3.342078816          NA         NA 0.61510000
## 991             NA  -0.637565482          NA         NA         NA
## 1305    0.09631685   0.480272963          NA         NA 0.59460000
## 1373            NA            NA          NA         NA 1.00000000
## 1459            NA  -4.129646464          NA         NA 0.63510000
## 1594            NA            NA          NA         NA 0.84000000
## 1860            NA            NA          NA         NA 0.02270000
## 613             NA   4.598705139          NA         NA 0.49646818
## 1108    2.31827779   1.747995121          NA         NA 0.33470000
## 2279            NA            NA          NA         NA 0.69230000
## 2310    3.12890001            NA          NA         NA 0.73330000
## 2333    0.76336669            NA          NA         NA 0.64680000
## 2348            NA  -4.451161431          NA         NA         NA
## 2372            NA  -2.694864853          NA         NA         NA
## 2526            NA            NA          NA         NA         NA
## 2574            NA            NA          NA         NA 0.52100000
## 111    -0.64667454  -1.516509478          NA         NA 0.05000000
## 1438   -3.48240329            NA          NA         NA 0.19300000
## 15041   2.83685453            NA          NA         NA 0.36540000
## 1811            NA            NA          NA         NA 0.94230000
## 2092            NA  -4.853368433          NA         NA 0.17690000
## 2131            NA            NA          NA         NA 0.78570000
## 2410            NA  -2.523550019          NA         NA 0.41380000
## 2539   -1.96499089   3.074713782          NA         NA 0.48010000
## 1111   -0.64667454  -1.516509478          NA         NA 0.05000000
## 14381  -3.48240329            NA          NA         NA 0.19300000
## 15042   2.83685453            NA          NA         NA 0.36540000
## 18111           NA            NA          NA         NA 0.94230000
## 20921           NA  -4.853368433          NA         NA 0.17690000
## 21311           NA            NA          NA         NA 0.78570000
## 24101           NA  -2.523550019          NA         NA 0.41380000
## 25391  -1.96499089   3.074713782          NA         NA 0.48010000
## 529             NA            NA          NA         NA 0.86959783
## 638             NA   4.020965002          NA         NA         NA
## 951             NA            NA -1.88712054         NA 0.51780000
## 1505    1.47131287            NA          NA         NA 0.55400000
## 1614            NA            NA          NA         NA 0.47920000
## 1927   -7.28540375  -6.824928522          NA         NA 0.07900000
## 2481    0.73005599  -0.904275799          NA         NA 0.34890000
## 2590            NA   1.450885148          NA         NA 0.47170000
## 467             NA   0.482038283          NA         NA 0.50583019
##       pitch_type_percentage_1_FF pitch_type_percentage_1_CU
## 479                 0.3099335749               0.0000000000
## 532                 0.4671099890               0.1707689674
## 1032                0.0057179206               0.0050588118
## 1042                0.2978468900               0.0000000000
## 1047                0.5365853659               0.1219512195
## 1964                0.2933328185               0.0000000000
## 2148                0.0000000000               0.2142857143
## 2154                0.0000000000               0.0000000000
## 2192                0.0000000000               0.0000000000
## 2241                0.0754366407               0.0000000000
## 447                 0.2886776802               0.0000000000
## 490                 0.1617916176               0.0000000000
## 496                 0.1616859519               0.1081333529
## 923                 0.4167988987               0.0000000000
## 1038                0.0519838396               0.3110874442
## 1960                0.0000000000               0.0000000000
## 1984                0.5404218934               0.0000000000
## 1996                0.0000000000               0.0000000000
## 2009                0.4090968161               0.0000000000
## 2051                0.3865490017               0.0000000000
## 2085                0.3387834950               0.0384883316
## 342                 0.2693224251               0.0000000000
## 362                 0.3686038102               0.0000000000
## 896                 0.6525735294               0.0762867647
## 1195                0.5051598159               0.0000000000
## 1389                0.5236961181               0.0000000000
## 1393                0.6562500000               0.3437500000
## 1463                0.5708206370               0.0000000000
## 1767                0.5148559106               0.0000000000
## 2587                0.0000000000               0.0000000000
## 2607                0.5389188343               0.0000000000
## 137                 0.4444112632               0.0920414392
## 258                 0.4177940120               0.0000000000
## 377                 0.5591540944               0.0000000000
## 1581                0.0000000000               0.0000000000
## 1640                0.4091946543               0.0953418404
## 2382                0.2491589627               0.2140594887
## 2503                0.7816208361               0.2082583950
## 2622                0.6528158245               0.3305938214
## 69                  0.3783962358               0.0006313131
## 136                 0.3941837199               0.1093960586
## 1101                0.2045218529               0.0000000000
## 1268                0.4521351134               0.0000000000
## 1279                0.2956063045               0.0000000000
## 1308                0.5981918145               0.0000000000
## 1324                0.0000000000               0.0000000000
## 1330                0.3066739473               0.0829661587
## 2104                0.0000000000               0.0000000000
## 2314                0.7200557612               0.0000000000
## 2381                0.3622612476               0.0464374505
## 55                  0.1826652594               0.1063880594
## 1153                0.2246285753               0.0000000000
## 1439                0.7805054945               0.0000000000
## 1617                0.2944985620               0.3389676359
## 1653                0.0000000000               0.0454545455
## 1737                0.4150253026               0.0000000000
## 1926                0.4411934800               0.0391746600
## 2300                0.1160714286               0.1577380952
## 238                 0.3666959713               0.1462266582
## 1077                0.5921162170               0.0306905856
## 1159                0.1900000000               0.0000000000
## 1253                0.0000000000               0.0000000000
## 1387                0.4973022239               0.0000000000
## 1450                0.6944444444               0.0000000000
## 1915                0.6920865405               0.0000000000
## 2483                0.5000000000               0.0000000000
## 612                 0.4015134390               0.2288621656
## 1229                0.0000000000               0.0000000000
## 1231                0.4322808834               0.1181633885
## 1349                0.0021825397               0.0000000000
## 1553                0.4359656366               0.0000000000
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## 1663                0.3734662320               0.0000000000
## 1959                0.0000000000               0.0000000000
## 6121                0.4015134390               0.2288621656
## 12291               0.0000000000               0.0000000000
## 12311               0.4322808834               0.1181633885
## 13491               0.0021825397               0.0000000000
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## 19591               0.0000000000               0.0000000000
## 476                 0.4917628032               0.0000000000
## 527                 0.4510399233               0.2391571192
## 576                 0.5716109504               0.0952084108
## 2047                0.0000000000               0.0000000000
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## 2134                0.0000000000               0.0000000000
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## 2181                0.4784924267               0.0000000000
## 2190                0.5484126984               0.1522222222
## 2205                0.0039673314               0.0000000000
## 2206                0.3725538631               0.0000000000
## 758                 0.5289412605               0.0205386742
## 820                 0.0368081811               0.0460435522
## 1535                0.6303799940               0.3696200060
## 1546                0.5979831894               0.1036769384
## 1555                0.2219557768               0.0000000000
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## 2515                0.0000000000               0.0000000000
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## 12531               0.0000000000               0.0000000000
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## 1487                0.5624190408               0.0096726190
## 1508                0.5915244021               0.1671731193
## 1735                0.1981006648               0.0977682811
## 2294                0.3661276224               0.0000000000
## 805                 0.2352941176               0.3235294118
## 1563                0.8263585661               0.0000000000
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## 1655                0.0000000000               0.2222222222
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## 389                 0.2134821737               0.0000000000
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## 1627                0.0000000000               0.0000000000
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## 592                 0.1849921795               0.0000000000
## 813                 0.0869565217               0.1739130435
## 1088                0.5150106939               0.0273282989
## 1449                0.3989152139               0.0000000000
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## 2527                0.0000000000               0.0000000000
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## 807                 0.5550694503               0.0320160502
## 9231                0.4167988987               0.0000000000
## 1867                0.4460784314               0.2107843137
## 1956                0.3580246914               0.2514029181
## 2334                0.6666666667               0.0952380952
## 2450                0.0744814247               0.0000000000
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## 1358                0.3571428571               0.0714285714
## 1448                0.0111052557               0.0000000000
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## 1374                0.6428571429               0.0000000000
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## 14871               0.5624190408               0.0096726190
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## 1922                0.6430864711               0.0000000000
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## 4791                0.3099335749               0.0000000000
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## 1343                0.0000000000               0.6666666667
## 1671                0.0000000000               0.0000000000
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## 2590                0.0000000000               0.1257110163
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##       pitch_type_percentage_1_SL pitch_type_percentage_1_FC
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## 479                  0.144644334                0.287117452
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## 2590                 0.000000000                0.000000000
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##       pitch_type_percentage_3_CH pitch_type_percentage_3_SI
## 479                  0.033333333                0.033333333
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##       pitch_type_percentage_1_KC pitch_type_percentage_2_KC
## 479                  0.000000000                0.000000000
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## 2522                 0.000000000                0.000000000
## 574                  0.300649250                0.000000000
## 590                  0.008888889                0.000000000
## 983                  0.000000000                0.100481020
## 1013                 0.233674439                0.000000000
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## 212                  0.003921569                0.000000000
## 333                  0.087850189                0.000000000
## 609                  0.212844395                0.000000000
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## 1286                 0.000000000                0.000000000
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## 2467                 0.000000000                0.000000000
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## 780                  0.000000000                0.000000000
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## 2574                 0.000000000                0.000000000
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## 2092                 0.000000000                0.000000000
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## 1111                 0.113736926                0.000000000
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## 15042                0.000000000                0.000000000
## 18111                0.000000000                0.000000000
## 20921                0.000000000                0.000000000
## 21311                0.000000000                0.000000000
## 24101                0.000000000                0.000000000
## 25391                0.000000000                0.000000000
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## 638                  0.000000000                0.000000000
## 951                  0.000000000                0.183809524
## 1505                 0.000000000                0.000000000
## 1614                 0.000000000                0.000000000
## 1927                 0.030381383                0.000000000
## 2481                 0.000000000                0.000000000
## 2590                 0.000000000                0.000000000
## 467                  0.000000000                0.000000000
##       pitch_type_percentage_2_FS pitch_type_percentage_3_CU
## 479                  0.000000000                0.000000000
## 532                  0.000000000                0.000000000
## 1032                 0.000000000                0.004807692
## 1042                 0.000000000                0.000000000
## 1047                 0.000000000                0.000000000
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## 2154                 0.000000000                0.000000000
## 2192                 0.000000000                0.000000000
## 2241                 0.000000000                0.000000000
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## 490                  0.000000000                0.000000000
## 496                  0.000000000                0.047368421
## 923                  0.000000000                0.000000000
## 1038                 0.000000000                0.302935898
## 1960                 0.000000000                0.000000000
## 1984                 0.000000000                0.000000000
## 1996                 0.000000000                0.000000000
## 2009                 0.000000000                0.000000000
## 2051                 0.000000000                0.000000000
## 2085                 0.055767762                0.000000000
## 342                  0.000000000                0.000000000
## 362                  0.091136664                0.000000000
## 896                  0.000000000                0.055555556
## 1195                 0.000000000                0.000000000
## 1389                 0.000000000                0.000000000
## 1393                 0.000000000                0.000000000
## 1463                 0.000000000                0.000000000
## 1767                 0.000000000                0.000000000
## 2587                 0.000000000                0.000000000
## 2607                 0.000000000                0.000000000
## 137                  0.000000000                0.100100297
## 258                  0.000000000                0.000000000
## 377                  0.000000000                0.000000000
## 1581                 0.000000000                0.000000000
## 1640                 0.000000000                0.000000000
## 2382                 0.000000000                0.000000000
## 2503                 0.000000000                0.000000000
## 2622                 0.000000000                0.000000000
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## 1279                 0.000000000                0.000000000
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## 1153                 0.000000000                0.000000000
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## 1737                 0.000000000                0.000000000
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## 238                  0.000000000                0.115911676
## 1077                 0.000000000                0.007025904
## 1159                 0.000000000                0.000000000
## 1253                 0.000000000                0.000000000
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## 1450                 0.000000000                0.000000000
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## 2483                 0.000000000                0.000000000
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## 1229                 0.000000000                0.000000000
## 1231                 0.000000000                0.000000000
## 1349                 0.000000000                0.000000000
## 1553                 0.000000000                0.000000000
## 1660                 0.000000000                0.000000000
## 1663                 0.000000000                0.000000000
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## 12291                0.000000000                0.000000000
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## 576                  0.000000000                0.000000000
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## 2206                 0.000000000                0.000000000
## 758                  0.182596867                0.030860558
## 820                  0.000000000                0.046160523
## 1535                 0.000000000                0.000000000
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## 807                  0.000000000                0.034306977
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## 1374                 0.000000000                0.000000000
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## 1501                 0.000000000                0.000000000
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## 1504                 0.000000000                0.000000000
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## 1705                 0.000000000                0.000000000
## 1719                 0.000000000                0.000000000
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## 1983                 0.000000000                0.000000000
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## 2357                 0.000000000                0.000000000
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## 845                  0.000000000                0.152755497
## 1552                 0.000000000                0.000000000
## 1609                 0.000000000                0.000000000
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## 2145                 0.000000000                0.000000000
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## 251                  0.000000000                0.000000000
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## 1208                 0.000000000                0.000000000
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## 1333                 0.000000000                0.000000000
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## 2113                 0.000000000                0.000000000
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## 63                   0.000000000                0.000000000
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## 174                  0.000000000                0.000000000
## 673                  0.000000000                0.010416667
## 1177                 0.000000000                0.000000000
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## 315                  0.000000000                0.000000000
## 376                  0.000000000                0.000000000
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## 1683                 0.000000000                0.000000000
## 1891                 0.000000000                0.000000000
## 1930                 0.000000000                0.000000000
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## 152                  0.000000000                0.000000000
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## 1565                 0.000000000                0.000000000
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## 2090                 0.000000000                0.000000000
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## 1155                 0.000000000                0.000000000
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## 2035                 0.000000000                0.000000000
## 2307                 0.000000000                0.000000000
## 2498                 0.000000000                0.050000000
## 5321                 0.000000000                0.000000000
## 975                  0.000000000                0.064996699
## 1040                 0.000000000                0.118055556
## 1214                 0.000000000                0.000000000
## 1612                 0.000000000                0.000000000
## 2006                 0.000000000                0.000000000
## 2338                 0.000000000                0.000000000
## 2504                 0.000000000                0.000000000
## 2536                 0.000000000                0.000000000
## 279                  0.000000000                0.000000000
## 351                  0.002840909                0.000000000
## 1336                 0.000000000                0.000000000
## 13492                0.000000000                0.000000000
## 1356                 0.000000000                0.000000000
## 1417                 0.000000000                0.000000000
## 15091                0.000000000                0.000000000
## 1542                 0.000000000                0.000000000
## 2055                 0.000000000                0.000000000
## 2273                 0.000000000                0.000000000
## 2499                 0.000000000                0.000000000
## 2566                 0.000000000                0.000000000
## 51                   0.000000000                0.027033278
## 365                  0.228013391                0.000000000
## 552                  0.000000000                0.000000000
## 630                  0.000000000                0.000000000
## 1493                 0.000000000                0.000000000
## 1506                 0.000000000                0.000000000
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## 1925                 0.000000000                0.000000000
## 2349                 0.000000000                0.000000000
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## 2629                 0.000000000                0.000000000
## 48                   0.000000000                0.000000000
## 246                  0.000000000                0.000000000
## 1428                 0.000000000                0.000000000
## 14872                0.000000000                0.000000000
## 1503                 0.000000000                0.000000000
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## 1700                 0.000000000                0.000000000
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## 2178                 0.000000000                0.000000000
## 2626                 0.000000000                0.000000000
## 3951                 0.000000000                0.000000000
## 1270                 0.000000000                0.000000000
## 1315                 0.000000000                0.000000000
## 1381                 0.000000000                0.000000000
## 16531                0.000000000                0.000000000
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## 2128                 0.000000000                0.000000000
## 1220                 0.000000000                0.000000000
## 1369                 0.000000000                0.000000000
## 1392                 0.000000000                0.000000000
## 1751                 0.000000000                0.000000000
## 1988                 0.000000000                0.000000000
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## 2167                 0.000000000                0.000000000
## 2437                 0.000000000                0.000000000
## 2454                 0.000000000                0.000000000
## 2578                 0.000000000                0.000000000
## 1097                 0.001388889                0.153546738
## 1209                 0.000000000                0.000000000
## 1335                 0.000000000                0.000000000
## 1975                 0.000000000                0.000000000
## 2187                 0.000000000                0.000000000
## 2259                 0.000000000                0.000000000
## 2341                 0.000000000                0.000000000
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## 2522                 0.000000000                0.000000000
## 574                  0.000000000                0.191416667
## 590                  0.000000000                0.000000000
## 983                  0.155149519                0.000000000
## 1013                 0.000000000                0.186559467
## 2076                 0.000000000                0.000000000
## 2158                 0.000000000                0.000000000
## 2177                 0.000000000                0.000000000
## 2324                 0.000000000                0.000000000
## 182                  0.000000000                0.000000000
## 212                  0.000000000                0.000000000
## 333                  0.000000000                0.061475666
## 609                  0.000000000                0.195191629
## 1162                 0.000000000                0.000000000
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## 1426                 0.000000000                0.000000000
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## 1882                 0.000000000                0.000000000
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## 756                  0.000000000                0.000000000
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## 2279                 0.000000000                0.000000000
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## 1505                 0.000000000                0.000000000
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## 2481                 0.000000000                0.000000000
## 2590                 0.000000000                0.000000000
## 467                  0.000000000                0.000000000
##       pitch_type_percentage_1_SV pitch_type_percentage_2_SV
## 479                    0.0000000                  0.0000000
## 532                    0.0000000                  0.0000000
## 1032                   0.0000000                  0.0000000
## 1042                   0.0000000                  0.0000000
## 1047                   0.0000000                  0.0000000
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## 2192                   0.0000000                  0.0000000
## 2241                   0.0000000                  0.0000000
## 447                    0.0000000                  0.0000000
## 490                    0.0000000                  0.0000000
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## 1038                   0.0000000                  0.0000000
## 1960                   0.0000000                  0.0000000
## 1984                   0.0000000                  0.0000000
## 1996                   0.0000000                  0.0000000
## 2009                   0.0000000                  0.0000000
## 2051                   0.0000000                  0.0000000
## 2085                   0.0000000                  0.0000000
## 342                    0.0000000                  0.0000000
## 362                    0.0000000                  0.0000000
## 896                    0.0000000                  0.0000000
## 1195                   0.0000000                  0.0000000
## 1389                   0.0000000                  0.0000000
## 1393                   0.0000000                  0.0000000
## 1463                   0.0000000                  0.0000000
## 1767                   0.0000000                  0.0000000
## 2587                   0.0000000                  0.0000000
## 2607                   0.0000000                  0.0000000
## 137                    0.0000000                  0.0000000
## 258                    0.0000000                  0.0000000
## 377                    0.0000000                  0.0000000
## 1581                   0.0000000                  0.0000000
## 1640                   0.0000000                  0.0000000
## 2382                   0.0000000                  0.0000000
## 2503                   0.0000000                  0.0000000
## 2622                   0.0000000                  0.0000000
## 69                     0.0000000                  0.0000000
## 136                    0.0000000                  0.0000000
## 1101                   0.0000000                  0.0000000
## 1268                   0.0000000                  0.0000000
## 1279                   0.0000000                  0.0000000
## 1308                   0.0000000                  0.0000000
## 1324                   0.0000000                  0.0000000
## 1330                   0.0000000                  0.0000000
## 2104                   0.0000000                  0.0000000
## 2314                   0.0000000                  0.0000000
## 2381                   0.0000000                  0.0000000
## 55                     0.0000000                  0.0000000
## 1153                   0.0000000                  0.0000000
## 1439                   0.0000000                  0.0000000
## 1617                   0.0000000                  0.0000000
## 1653                   0.0000000                  0.0000000
## 1737                   0.0000000                  0.0000000
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##       pitch_type_percentage_5_SL pitch_type_percentage_1_KN
## 479                  0.000000000                  0.0000000
## 532                  0.000000000                  0.0000000
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## 479                            0                          0
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## 1927                           0                          0
## 2481                           0                          0
## 2590                           0                          0
## 467                            0                          0
##       pitch_type_percentage_3_NA pitch_type_percentage_2_PO
## 479                            0                0.000000000
## 532                            0                0.000000000
## 1032                           0                0.000000000
## 1042                           0                0.000000000
## 1047                           0                0.000000000
## 1964                           0                0.000000000
## 2148                           0                0.000000000
## 2154                           0                0.000000000
## 2192                           0                0.000000000
## 2241                           0                0.000000000
## 447                            0                0.000000000
## 490                            0                0.000000000
## 496                            0                0.000000000
## 923                            0                0.000000000
## 1038                           0                0.000000000
## 1960                           0                0.000000000
## 1984                           0                0.000000000
## 1996                           0                0.000000000
## 2009                           0                0.000000000
## 2051                           0                0.000000000
## 2085                           0                0.000000000
## 342                            0                0.000000000
## 362                            0                0.000000000
## 896                            0                0.000000000
## 1195                           0                0.000000000
## 1389                           0                0.000000000
## 1393                           0                0.000000000
## 1463                           0                0.000000000
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## 2587                           0                0.000000000
## 2607                           0                0.000000000
## 137                            0                0.004024943
## 258                            0                0.000000000
## 377                            0                0.000000000
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## 1640                           0                0.000000000
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## 1535                           0                0.000000000
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## 2450                           0                0.000000000
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## 2345                           0                0.000000000
## 2565                           0                0.000000000
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## 335                            0                0.000000000
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## 1333                           0                0.000000000
## 1475                           0                0.000000000
## 19961                          0                0.000000000
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## 2222                           0                0.000000000
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## 2530                           0                0.000000000
## 2600                           0                0.000000000
## 2641                           0                0.000000000
## 7581                           0                0.000000000
## 1178                           0                0.000000000
## 1287                           0                0.000000000
## 1445                           0                0.000000000
## 19561                          0                0.000000000
## 2229                           0                0.000000000
## 2246                           0                0.000000000
## 2312                           0                0.000000000
## 2412                           0                0.000000000
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## 315                            0                0.000000000
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## 1683                           0                0.000000000
## 1891                           0                0.000000000
## 1930                           0                0.000000000
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## 2511                           0                0.000000000
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## 1718                           0                0.000000000
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## 2013                           0                0.000000000
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## 1155                           0                0.000000000
## 13581                          0                0.000000000
## 1533                           0                0.000000000
## 2025                           0                0.000000000
## 2035                           0                0.000000000
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## 2498                           0                0.000000000
## 5321                           0                0.000000000
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## 1040                           0                0.000000000
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## 2504                           0                0.000000000
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## 1925                           0                0.000000000
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## 1428                           0                0.000000000
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## 2027                           0                0.000000000
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## 1220                           0                0.000000000
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## 1751                           0                0.000000000
## 1988                           0                0.000000000
## 2153                           0                0.000000000
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## 2437                           0                0.000000000
## 2454                           0                0.000000000
## 2578                           0                0.000000000
## 1097                           0                0.000000000
## 1209                           0                0.000000000
## 1335                           0                0.000000000
## 1975                           0                0.000000000
## 2187                           0                0.000000000
## 2259                           0                0.000000000
## 2341                           0                0.000000000
## 2453                           0                0.000000000
## 2522                           0                0.000000000
## 574                            0                0.000000000
## 590                            0                0.000000000
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## 1013                           0                0.000000000
## 2076                           0                0.000000000
## 2158                           0                0.000000000
## 2177                           0                0.000000000
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## 333                            0                0.000000000
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## 1162                           0                0.000000000
## 1286                           0                0.000000000
## 1426                           0                0.000000000
## 1611                           0                0.000000000
## 1882                           0                0.000000000
## 1958                           0                0.000000000
## 2038                           0                0.000000000
## 2467                           0                0.000000000
## 756                            0                0.000000000
## 780                            0                0.000000000
## 991                            0                0.000000000
## 1305                           0                0.000000000
## 1373                           0                0.000000000
## 1459                           0                0.000000000
## 1594                           0                0.000000000
## 1860                           0                0.000000000
## 613                            0                0.000000000
## 1108                           0                0.000000000
## 2279                           0                0.000000000
## 2310                           0                0.000000000
## 2333                           0                0.000000000
## 2348                           0                0.000000000
## 2372                           0                0.000000000
## 2526                           0                0.000000000
## 2574                           0                0.000000000
## 111                            0                0.000000000
## 1438                           0                0.000000000
## 15041                          0                0.000000000
## 1811                           0                0.000000000
## 2092                           0                0.000000000
## 2131                           0                0.000000000
## 2410                           0                0.000000000
## 2539                           0                0.000000000
## 1111                           0                0.000000000
## 14381                          0                0.000000000
## 15042                          0                0.000000000
## 18111                          0                0.000000000
## 20921                          0                0.000000000
## 21311                          0                0.000000000
## 24101                          0                0.000000000
## 25391                          0                0.000000000
## 529                            0                0.000000000
## 638                            0                0.000000000
## 951                            0                0.000000000
## 1505                           0                0.000000000
## 1614                           0                0.000000000
## 1927                           0                0.000000000
## 2481                           0                0.000000000
## 2590                           0                0.000000000
## 467                            0                0.000000000
##       pitch_type_percentage_2_KN pitch_type_percentage_3_KN
## 479                            0                          0
## 532                            0                          0
## 1032                           0                          0
## 1042                           0                          0
## 1047                           0                          0
## 1964                           0                          0
## 2148                           0                          0
## 2154                           0                          0
## 2192                           0                          0
## 2241                           0                          0
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##       pitch_type_percentage_3_PO pitch_type_percentage_5_CU
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##       pitch_type_percentage_1_FO pitch_type_percentage_2_FO
## 479                            0                          0
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## 529                            0                  0.0000000
## 638                            0                  0.0000000
## 951                            0                  0.0000000
## 1505                           0                  0.0000000
## 1614                           0                  0.0000000
## 1927                           0                  0.0000000
## 2481                           0                  0.0000000
## 2590                           0                  0.0000000
## 467                            0                  0.0000000
##       pitch_type_percentage_2_SC pitch_type_percentage_4_FO
## 479                            0                          0
## 532                            0                          0
## 1032                           0                          0
## 1042                           0                          0
## 1047                           0                          0
## 1964                           0                          0
## 2148                           0                          0
## 2154                           0                          0
## 2192                           0                          0
## 2241                           0                          0
## 447                            0                          0
## 490                            0                          0
## 496                            0                          0
## 923                            0                          0
## 1038                           0                          0
## 1960                           0                          0
## 1984                           0                          0
## 1996                           0                          0
## 2009                           0                          0
## 2051                           0                          0
## 2085                           0                          0
## 342                            0                          0
## 362                            0                          0
## 896                            0                          0
## 1195                           0                          0
## 1389                           0                          0
## 1393                           0                          0
## 1463                           0                          0
## 1767                           0                          0
## 2587                           0                          0
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## 137                            0                          0
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## 377                            0                          0
## 1581                           0                          0
## 1640                           0                          0
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## 1927                           0                          0
## 2481                           0                          0
## 2590                           0                          0
## 467                            0                          0
##       diff_pitch_type_percentage_1_2_diff_CH
## 479                             0.0434215081
## 532                            -0.0357972164
## 1032                            0.0599355673
## 1042                            0.0491448056
## 1047                            0.1219512195
## 1964                           -0.0512173012
## 2148                            0.0000000000
## 2154                            0.0000000000
## 2192                            0.0541005291
## 2241                           -0.1979308974
## 447                             0.0000000000
## 490                            -0.2004555051
## 496                            -0.0477653820
## 923                             0.1043037654
## 1038                            0.1013130604
## 1960                            0.0000000000
## 1984                            0.0000000000
## 1996                            0.0000000000
## 2009                           -0.0917478882
## 2051                            0.0000000000
## 2085                            0.0000000000
## 342                             0.0687627471
## 362                             0.0000000000
## 896                             0.0412188914
## 1195                           -0.0177959998
## 1389                            0.0000000000
## 1393                            0.0000000000
## 1463                           -0.2639997117
## 1767                            0.0098039216
## 2587                            0.0000000000
## 2607                           -0.0388750047
## 137                             0.0496097780
## 258                            -0.1084536819
## 377                            -0.0425290696
## 1581                            0.0000000000
## 1640                            0.0000000000
## 2382                            0.0000000000
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## 2622                           -0.0165903541
## 69                             -0.0010344828
## 136                            -0.0557037394
## 1101                            0.0396409663
## 1268                           -0.1499948511
## 1279                           -0.2269247969
## 1308                            0.0000000000
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## 2104                            0.0000000000
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## 55                             -0.0244248645
## 1153                           -0.0162943763
## 1439                            0.0000000000
## 1617                           -0.0124967480
## 1653                            0.0000000000
## 1737                           -0.2225427014
## 1926                           -0.2122098863
## 2300                            0.0000000000
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## 1077                           -0.0045105442
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## 1450                           -0.2500000000
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## 1349                           -0.5360725678
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## 1660                            0.0032051282
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## 479                             0.0514609256
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##       diff_pitch_type_percentage_1_2_diff_SV
## 479                                0.0000000
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## 479                             0.0000000000
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##       diff_pitch_type_percentage_1_2_diff_FA
## 479                               0.00000000
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## 479                             0.0000000000
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##       diff_pitch_type_percentage_1_2_diff_NA
## 479                             0.0000000000
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##       diff_pitch_type_percentage_1_2_diff_PO
## 479                             0.000000e+00
## 532                             0.000000e+00
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##       diff_pitch_type_percentage_1_2_diff_KN
## 479                                0.0000000
## 532                                0.0000000
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## 479                               0.00000000
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##       diff_pitch_type_percentage_1_2_diff_FO
## 479                                        0
## 532                                        0
## 1032                                       0
## 1042                                       0
## 1047                                       0
## 1964                                       0
## 2148                                       0
## 2154                                       0
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##       diff_pitch_type_percentage_2_3_diff_FC
## 479                             -0.084760132
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## 479                            -0.2371174524
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## 479                            -0.1320926385
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## 479                            -0.1847187758
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## 479                              0.000000000
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## 479                                        0
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##       diff_pitch_type_percentage_2_3_diff_CS
## 479                              0.000000000
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##       diff_pitch_type_percentage_2_3_diff_KN
## 479                                        0
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## 479                              0.000000000
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## 479                                        0          0.32028611
## 532                                        0          0.35553492
## 1032                                       0          0.29621632
## 1042                                       0          0.31505000
## 1047                                       0          0.34133333
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## 2154                                       0          0.32950000
## 2192                                       0          0.30531944
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## 496                                        0          0.32534568
## 923                                        0          0.30725000
## 1038                                       0          0.30162071
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## 2085                                       0          0.31681291
## 342                                        0          0.45522698
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## 1614                                       0          0.34355937
## 1927                                       0          0.33092928
## 2481                                       0          0.29537782
## 2590                                       0          0.24663786
## 467                                        0          0.21675000
##       xwoba_times_faced_2 xwoba_times_faced_3 xwoba_times_faced_4
## 479            0.28432589           0.0090000                  NA
## 532            0.33595000                  NA                  NA
## 1032           0.31768707           0.3396179           0.0947500
## 1042           0.22387500           0.3414107                  NA
## 1047           0.19200000           0.6630000                  NA
## 1964                   NA                  NA                  NA
## 2148                   NA                  NA                  NA
## 2154                   NA                  NA                  NA
## 2192           0.10366667                  NA                  NA
## 2241           0.05700000                  NA                  NA
## 447            0.33032747           0.3533400                  NA
## 490            0.32619120           0.5181389                  NA
## 496            0.41530714           0.5522786                  NA
## 923            0.34908542           0.3601333                  NA
## 1038           0.28838384           0.3202833           0.3503750
## 1960                   NA                  NA                  NA
## 1984           0.47040000                  NA                  NA
## 1996                   NA                  NA                  NA
## 2009                   NA                  NA                  NA
## 2051                   NA                  NA                  NA
## 2085           0.37975000                  NA                  NA
## 342            0.35765608           0.6465722                  NA
## 362            0.31624392           0.3061622           0.2895000
## 896            0.38354167           0.4846786           0.0840000
## 1195                   NA                  NA                  NA
## 1389                   NA                  NA                  NA
## 1393                   NA                  NA                  NA
## 1463                   NA                  NA                  NA
## 1767           0.22080000                  NA                  NA
## 2587           0.41500000                  NA                  NA
## 2607                   NA                  NA                  NA
## 137            0.36874515           0.2885323           0.0310000
## 258            0.28861111                  NA                  NA
## 377            0.35299306           0.2221667                  NA
## 1581                   NA                  NA                  NA
## 1640                   NA                  NA                  NA
## 2382                   NA                  NA                  NA
## 2503                   NA                  NA                  NA
## 2622                   NA                  NA                  NA
## 69             0.54100000                  NA                  NA
## 136            0.27857000                  NA                  NA
## 1101           0.34483507           0.4191147           0.5047917
## 1268           0.41300000                  NA                  NA
## 1279                   NA                  NA                  NA
## 1308                   NA                  NA                  NA
## 1324                   NA                  NA                  NA
## 1330                   NA                  NA                  NA
## 2104                   NA                  NA                  NA
## 2314                   NA                  NA                  NA
## 2381                   NA                  NA                  NA
## 55             0.37194583           0.4015449           0.3926667
## 1153                   NA                  NA                  NA
## 1439                   NA                  NA                  NA
## 1617           0.04200000                  NA                  NA
## 1653                   NA                  NA                  NA
## 1737                   NA                  NA                  NA
## 1926                   NA                  NA                  NA
## 2300           0.00000000                  NA                  NA
## 238            0.28744373           0.3279511                  NA
## 1077           0.35115822           0.3735192           0.3640000
## 1159                   NA                  NA                  NA
## 1253                   NA                  NA                  NA
## 1387                   NA                  NA                  NA
## 1450                   NA                  NA                  NA
## 1915                   NA                  NA                  NA
## 2483                   NA                  NA                  NA
## 612            0.38529299           0.4247100                  NA
## 1229           0.38050000                  NA                  NA
## 1231                   NA                  NA                  NA
## 1349           0.40344444                  NA                  NA
## 1553                   NA                  NA                  NA
## 1660           0.23188889                  NA                  NA
## 1663           0.63400000                  NA                  NA
## 1959                   NA                  NA                  NA
## 6121           0.38529299           0.4247100                  NA
## 12291          0.38050000                  NA                  NA
## 12311                  NA                  NA                  NA
## 13491          0.40344444                  NA                  NA
## 15531                  NA                  NA                  NA
## 16601          0.23188889                  NA                  NA
## 16631          0.63400000                  NA                  NA
## 19591                  NA                  NA                  NA
## 476            0.04500000                  NA                  NA
## 527            0.43107235           0.2104133                  NA
## 576            0.33933333                  NA                  NA
## 2047                   NA                  NA                  NA
## 2118                   NA                  NA                  NA
## 2133           0.30150000                  NA                  NA
## 2134                   NA                  NA                  NA
## 2139                   NA                  NA                  NA
## 2181                   NA                  NA                  NA
## 2190           0.62966095                  NA                  NA
## 2205                   NA                  NA                  NA
## 2206           0.78965238                  NA                  NA
## 758            0.26567992           0.3132254           0.2495667
## 820            0.34887985           0.3776138           0.0050000
## 1535                   NA                  NA                  NA
## 1546                   NA                  NA                  NA
## 1555           0.67325000                  NA                  NA
## 1618                   NA                  NA                  NA
## 1684                   NA                  NA                  NA
## 1740                   NA                  NA                  NA
## 1746                   NA                  NA                  NA
## 2515           0.23146667                  NA                  NA
## 2577                   NA                  NA                  NA
## 537            0.35862167           0.3513889                  NA
## 960            0.34709668           0.3365276           0.4095000
## 1068           0.39298843           0.2503667                  NA
## 12531                  NA                  NA                  NA
## 1301           0.34604583                  NA                  NA
## 1487                   NA                  NA                  NA
## 1508                   NA                  NA                  NA
## 1735                   NA                  NA                  NA
## 2294                   NA                  NA                  NA
## 805            0.22055556           0.6856000                  NA
## 1563                   NA                  NA                  NA
## 1576                   NA                  NA                  NA
## 1578                   NA                  NA                  NA
## 1588                   NA                  NA                  NA
## 1606                   NA                  NA                  NA
## 1644                   NA                  NA                  NA
## 1650                   NA                  NA                  NA
## 1655                   NA                  NA                  NA
## 1679                   NA                  NA                  NA
## 1698                   NA                  NA                  NA
## 1712                   NA                  NA                  NA
## 1722                   NA                  NA                  NA
## 1745                   NA                  NA                  NA
## 2562           0.89508333                  NA                  NA
## 366            0.31972685           0.4353038           0.8120000
## 389                    NA                  NA                  NA
## 424            0.07100000                  NA                  NA
## 1627                   NA                  NA                  NA
## 1668                   NA                  NA                  NA
## 2123                   NA                  NA                  NA
## 2146           0.11700000                  NA                  NA
## 21811                  NA                  NA                  NA
## 231            0.48860000                  NA                  NA
## 592            0.45042063           0.1178333                  NA
## 813            0.40700000           0.4664444                  NA
## 1088           0.31765432           0.2325833                  NA
## 1449                   NA                  NA                  NA
## 1670           0.32350000                  NA                  NA
## 1945                   NA                  NA                  NA
## 2306                   NA                  NA                  NA
## 2527           0.26400000                  NA                  NA
## 340                    NA                  NA                  NA
## 429            0.33348119           0.3039717                  NA
## 807            0.20420455           0.5422726                  NA
## 9231           0.34908542           0.3601333                  NA
## 1867                   NA                  NA                  NA
## 1956           0.57175000                  NA                  NA
## 2334                   NA                  NA                  NA
## 2450                   NA                  NA                  NA
## 372            0.34066718           0.3672264           0.5892222
## 412            0.51234375           0.2080000                  NA
## 775            0.55894444                  NA                  NA
## 1358                   NA                  NA                  NA
## 1448                   NA                  NA                  NA
## 1899           0.39620000                  NA                  NA
## 1939                   NA                  NA                  NA
## 2302                   NA                  NA                  NA
## 347                    NA                  NA                  NA
## 743            0.30209079           0.3547861           0.2949854
## 1374                   NA                  NA                  NA
## 1376                   NA                  NA                  NA
## 14871                  NA                  NA                  NA
## 1509                   NA                  NA                  NA
## 1874                   NA                  NA                  NA
## 2270                   NA                  NA                  NA
## 711            0.28062454           0.3130847           0.2147500
## 10421          0.22387500           0.3414107                  NA
## 1161           0.21400000                  NA                  NA
## 1235                   NA                  NA                  NA
## 1300                   NA                  NA                  NA
## 1320                   NA                  NA                  NA
## 2238                   NA                  NA                  NA
## 2569           0.06700000                  NA                  NA
## 395            0.35443750                  NA                  NA
## 1429                   NA                  NA                  NA
## 1440                   NA                  NA                  NA
## 1443           0.10800000                  NA                  NA
## 1474           0.08500000                  NA                  NA
## 1501                   NA                  NA                  NA
## 1502                   NA                  NA                  NA
## 1504                   NA                  NA                  NA
## 1516                   NA                  NA                  NA
## 1922                   NA                  NA                  NA
## 222                    NA                  NA                  NA
## 4791           0.28432589           0.0090000                  NA
## 1254                   NA                  NA                  NA
## 1343                   NA                  NA                  NA
## 1671           0.51230000                  NA                  NA
## 1705                   NA                  NA                  NA
## 1719                   NA                  NA                  NA
## 1830                   NA                  NA                  NA
## 1172                   NA                  NA                  NA
## 11951                  NA                  NA                  NA
## 1311                   NA                  NA                  NA
## 1313                   NA                  NA                  NA
## 1353                   NA                  NA                  NA
## 1360                   NA                  NA                  NA
## 1895           0.49571429                  NA                  NA
## 1983                   NA                  NA                  NA
## 2248           0.28300000                  NA                  NA
## 2357                   NA                  NA                  NA
## 226                    NA                  NA                  NA
## 480            0.34642677           0.4755440           0.3570000
## 845            0.35158274           0.3054421           0.3715000
## 1552                   NA                  NA                  NA
## 1609           0.00000000                  NA                  NA
## 1703                   NA                  NA                  NA
## 1728                   NA                  NA                  NA
## 2145                   NA                  NA                  NA
## 249            0.22067315           0.2683012                  NA
## 251            0.24533333                  NA                  NA
## 506            0.37271373           0.3796400                  NA
## 556            0.36899537           0.2870000                  NA
## 1208                   NA                  NA                  NA
## 1283                   NA                  NA                  NA
## 1284                   NA                  NA                  NA
## 2345           0.00000000                  NA                  NA
## 2565                   NA                  NA                  NA
## 317            0.21946296           0.2812476                  NA
## 335                    NA                  NA                  NA
## 663            0.30072407           0.4556528           0.2680000
## 1333           0.61766667                  NA                  NA
## 1475                   NA                  NA                  NA
## 19961                  NA                  NA                  NA
## 2113           0.70000000                  NA                  NA
## 2368           0.31544444           0.2842500           0.1275000
## 22                     NA                  NA                  NA
## 63                     NA                  NA                  NA
## 168            0.28633571           0.3771369                  NA
## 174                    NA                  NA                  NA
## 673            0.40245926           0.3546667                  NA
## 1177                   NA                  NA                  NA
## 1180                   NA                  NA                  NA
## 1260                   NA                  NA                  NA
## 1744           0.86650000                  NA                  NA
## 1759           0.01600000                  NA                  NA
## 2222           0.21800000                  NA                  NA
## 2362           0.26000000                  NA                  NA
## 2530           0.09100000                  NA                  NA
## 2600                   NA                  NA                  NA
## 2641           0.22512963           0.2415000                  NA
## 7581           0.26567992           0.3132254           0.2495667
## 1178                   NA                  NA                  NA
## 1287           0.11600000                  NA                  NA
## 1445                   NA                  NA                  NA
## 19561          0.57175000                  NA                  NA
## 2229           0.21800000           0.4212500                  NA
## 2246           0.23400000                  NA                  NA
## 2312           0.30040000                  NA                  NA
## 2412                   NA                  NA                  NA
## 173            0.31658095           0.1553333                  NA
## 315            0.21017429           0.2991449                  NA
## 376            0.85900000                  NA                  NA
## 1630                   NA                  NA                  NA
## 1646           0.81300000                  NA                  NA
## 1683                   NA                  NA                  NA
## 1891           0.10500000                  NA                  NA
## 1930                   NA                  NA                  NA
## 2007                   NA                  NA                  NA
## 2252           0.00000000                  NA                  NA
## 2471           0.00000000                  NA                  NA
## 2511           0.29150000                  NA                  NA
## 152            0.06700000                  NA                  NA
## 307                    NA                  NA                  NA
## 414                    NA                  NA                  NA
## 1185                   NA                  NA                  NA
## 1331                   NA                  NA                  NA
## 1351                   NA                  NA                  NA
## 1565                   NA                  NA                  NA
## 1718                   NA                  NA                  NA
## 1808                   NA                  NA                  NA
## 2013           0.18950000                  NA                  NA
## 2031                   NA                  NA                  NA
## 2090           0.47050000                  NA                  NA
## 598            0.36680903           0.5051429                  NA
## 1155                   NA                  NA                  NA
## 13581                  NA                  NA                  NA
## 1533           0.00000000                  NA                  NA
## 2025                   NA                  NA                  NA
## 2035                   NA                  NA                  NA
## 2307                   NA                  NA                  NA
## 2498           0.25507778           0.5370000                  NA
## 5321           0.33595000                  NA                  NA
## 975            0.28676870           0.2477480           0.2650000
## 1040           0.40557407           0.5339375                  NA
## 1214           0.00000000                  NA                  NA
## 1612                   NA                  NA                  NA
## 2006                   NA                  NA                  NA
## 2338                   NA                  NA                  NA
## 2504                   NA                  NA                  NA
## 2536           0.16300000                  NA                  NA
## 279                    NA                  NA                  NA
## 351            0.21475000                  NA                  NA
## 1336                   NA                  NA                  NA
## 13492          0.40344444                  NA                  NA
## 1356                   NA                  NA                  NA
## 1417           0.70000000                  NA                  NA
## 15091                  NA                  NA                  NA
## 1542                   NA                  NA                  NA
## 2055                   NA                  NA                  NA
## 2273                   NA                  NA                  NA
## 2499           0.24833333                  NA                  NA
## 2566                   NA                  NA                  NA
## 51             0.33202169           0.4405298                  NA
## 365            0.37587762           0.4183718           0.0070000
## 552                    NA                  NA                  NA
## 630            0.29479514           0.2514167                  NA
## 1493                   NA                  NA                  NA
## 1506                   NA                  NA                  NA
## 1514                   NA                  NA                  NA
## 1925                   NA                  NA                  NA
## 2349                   NA                  NA                  NA
## 2413                   NA                  NA                  NA
## 2629           0.26742917                  NA                  NA
## 48                     NA                  NA                  NA
## 246                    NA                  NA                  NA
## 1428                   NA                  NA                  NA
## 14872                  NA                  NA                  NA
## 1503                   NA                  NA                  NA
## 16981                  NA                  NA                  NA
## 1700                   NA                  NA                  NA
## 2169                   NA                  NA                  NA
## 2178                   NA                  NA                  NA
## 2626                   NA                  NA                  NA
## 3951           0.35443750                  NA                  NA
## 1270                   NA                  NA                  NA
## 1315                   NA                  NA                  NA
## 1381                   NA                  NA                  NA
## 16531                  NA                  NA                  NA
## 1661                   NA                  NA                  NA
## 2027                   NA                  NA                  NA
## 2128                   NA                  NA                  NA
## 1220                   NA                  NA                  NA
## 1369                   NA                  NA                  NA
## 1392           0.49800000                  NA                  NA
## 1751                   NA                  NA                  NA
## 1988                   NA                  NA                  NA
## 2153           0.33800000                  NA                  NA
## 2167           0.91500000                  NA                  NA
## 2437           0.45462500                  NA                  NA
## 2454                   NA                  NA                  NA
## 2578                   NA                  NA                  NA
## 1097           0.30493176           0.3955788           0.1510000
## 1209                   NA                  NA                  NA
## 1335                   NA                  NA                  NA
## 1975                   NA                  NA                  NA
## 2187                   NA                  NA                  NA
## 2259                   NA                  NA                  NA
## 2341                   NA                  NA                  NA
## 2453                   NA                  NA                  NA
## 2522                   NA                  NA                  NA
## 574            0.34635138           0.2322526                  NA
## 590            0.26566176                  NA                  NA
## 983            0.28415668           0.3385111           0.3962000
## 1013           0.34139423           0.3178414           0.3315000
## 2076                   NA                  NA                  NA
## 2158                   NA                  NA                  NA
## 2177           0.09500000                  NA                  NA
## 2324                   NA                  NA                  NA
## 182            0.24800000                  NA                  NA
## 212            0.00000000                  NA                  NA
## 333            0.33602399           0.4146834                  NA
## 609            0.33420533           0.3666013           0.3420000
## 1162           0.00000000                  NA                  NA
## 1286                   NA                  NA                  NA
## 1426                   NA                  NA                  NA
## 1611           0.23943750                  NA                  NA
## 1882           0.10500000                  NA                  NA
## 1958                   NA                  NA                  NA
## 2038                   NA                  NA                  NA
## 2467                   NA                  NA                  NA
## 756            0.49400000                  NA                  NA
## 780            0.32983611           0.3414088                  NA
## 991            0.34174521           0.3396598           0.2474167
## 1305           0.05700000                  NA                  NA
## 1373                   NA                  NA                  NA
## 1459                   NA                  NA                  NA
## 1594                   NA                  NA                  NA
## 1860                   NA                  NA                  NA
## 613            0.48145833           0.5135000                  NA
## 1108           0.31156746           0.2031315           0.4640000
## 2279                   NA                  NA                  NA
## 2310                   NA                  NA                  NA
## 2333           0.00900000                  NA                  NA
## 2348           0.80400000                  NA                  NA
## 2372                   NA                  NA                  NA
## 2526                   NA                  NA                  NA
## 2574                   NA                  NA                  NA
## 111            0.29575417           0.2571667                  NA
## 1438           0.08083333                  NA                  NA
## 15041                  NA                  NA                  NA
## 1811                   NA                  NA                  NA
## 2092                   NA                  NA                  NA
## 2131                   NA                  NA                  NA
## 2410                   NA                  NA                  NA
## 2539                   NA                  NA                  NA
## 1111           0.29575417           0.2571667                  NA
## 14381          0.08083333                  NA                  NA
## 15042                  NA                  NA                  NA
## 18111                  NA                  NA                  NA
## 20921                  NA                  NA                  NA
## 21311                  NA                  NA                  NA
## 24101                  NA                  NA                  NA
## 25391                  NA                  NA                  NA
## 529                    NA                  NA                  NA
## 638                    NA                  NA                  NA
## 951            0.28019722           0.4736250                  NA
## 1505                   NA                  NA                  NA
## 1614                   NA                  NA                  NA
## 1927           0.22837500                  NA                  NA
## 2481           0.00000000                  NA                  NA
## 2590                   NA                  NA                  NA
## 467            0.32347361           0.2923472                  NA
##       xwoba_times_faced_5 xwoba_faced_diff_1_2 xwoba_faced_diff_2_3
## 479                    NA        -0.0359602183         -0.275325893
## 532                    NA        -0.0195849206                   NA
## 1032                   NA         0.0214707465          0.021930857
## 1042                   NA        -0.0911750000          0.117535714
## 1047                   NA        -0.1493333333          0.471000000
## 1964                   NA                   NA                   NA
## 2148                   NA                   NA                   NA
## 2154                   NA                   NA                   NA
## 2192                   NA        -0.2016527778                   NA
## 2241                   NA        -0.2495983245                   NA
## 447                    NA         0.0243406966          0.023012531
## 490                    NA         0.0166987536          0.191947685
## 496                    NA         0.0899614638          0.136971429
## 923                    NA         0.0418354167          0.011047917
## 1038                   NA        -0.0132368687          0.031899476
## 1960                   NA                   NA                   NA
## 1984                   NA         0.0938000000                   NA
## 1996                   NA                   NA                   NA
## 2009                   NA                   NA                   NA
## 2051                   NA                   NA                   NA
## 2085                   NA         0.0629370851                   NA
## 342                    NA        -0.0975708995          0.288916138
## 362                    NA        -0.0003070259         -0.010081741
## 896                    NA         0.0300972222          0.101136905
## 1195                   NA                   NA                   NA
## 1389                   NA                   NA                   NA
## 1393                   NA                   NA                   NA
## 1463                   NA                   NA                   NA
## 1767                   NA        -0.0190917027                   NA
## 2587                   NA         0.1226076389                   NA
## 2607                   NA                   NA                   NA
## 137                    NA         0.0297729243         -0.080212871
## 258                    NA         0.0224965797                   NA
## 377                    NA         0.0187581349         -0.130826389
## 1581                   NA                   NA                   NA
## 1640                   NA                   NA                   NA
## 2382                   NA                   NA                   NA
## 2503                   NA                   NA                   NA
## 2622                   NA                   NA                   NA
## 69                     NA         0.2444211971                   NA
## 136                    NA        -0.0159692999                   NA
## 1101                   NA        -0.0364118924          0.074279639
## 1268                   NA         0.1149227613                   NA
## 1279                   NA                   NA                   NA
## 1308                   NA                   NA                   NA
## 1324                   NA                   NA                   NA
## 1330                   NA                   NA                   NA
## 2104                   NA                   NA                   NA
## 2314                   NA                   NA                   NA
## 2381                   NA                   NA                   NA
## 55                     NA         0.0727116579          0.029599078
## 1153                   NA                   NA                   NA
## 1439                   NA                   NA                   NA
## 1617                   NA        -0.2361480223                   NA
## 1653                   NA                   NA                   NA
## 1737                   NA                   NA                   NA
## 1926                   NA                   NA                   NA
## 2300                   NA        -0.3435000000                   NA
## 238                    NA        -0.0574368280          0.040507378
## 1077                   NA         0.0973494213          0.022361017
## 1159                   NA                   NA                   NA
## 1253                   NA                   NA                   NA
## 1387                   NA                   NA                   NA
## 1450                   NA                   NA                   NA
## 1915                   NA                   NA                   NA
## 2483                   NA                   NA                   NA
## 612                    NA         0.0377744709          0.039417011
## 1229                   NA        -0.0177777778                   NA
## 1231                   NA                   NA                   NA
## 1349                   NA         0.0983241213                   NA
## 1553                   NA                   NA                   NA
## 1660                   NA        -0.0531848309                   NA
## 1663                   NA         0.3789054945                   NA
## 1959                   NA                   NA                   NA
## 6121                   NA         0.0377744709          0.039417011
## 12291                  NA        -0.0177777778                   NA
## 12311                  NA                   NA                   NA
## 13491                  NA         0.0983241213                   NA
## 15531                  NA                   NA                   NA
## 16601                  NA        -0.0531848309                   NA
## 16631                  NA         0.3789054945                   NA
## 19591                  NA                   NA                   NA
## 476                    NA        -0.2645749320                   NA
## 527                    NA         0.1245314600         -0.220659013
## 576                    NA        -0.0062825198                   NA
## 2047                   NA                   NA                   NA
## 2118                   NA                   NA                   NA
## 2133                   NA        -0.0125831905                   NA
## 2134                   NA                   NA                   NA
## 2139                   NA                   NA                   NA
## 2181                   NA                   NA                   NA
## 2190                   NA         0.2841720635                   NA
## 2205                   NA                   NA                   NA
## 2206                   NA         0.4677922336                   NA
## 758                    NA        -0.0286095685          0.047545455
## 820                    NA         0.0092592740          0.028733959
## 1535                   NA                   NA                   NA
## 1546                   NA                   NA                   NA
## 1555                   NA         0.4173311141                   NA
## 1618                   NA                   NA                   NA
## 1684                   NA                   NA                   NA
## 1740                   NA                   NA                   NA
## 1746                   NA                   NA                   NA
## 2515                   NA        -0.0796138322                   NA
## 2577                   NA                   NA                   NA
## 537                    NA        -0.0169561111         -0.007232778
## 960                    NA         0.0709133478         -0.010569089
## 1068                   NA         0.0718773148         -0.142621759
## 12531                  NA                   NA                   NA
## 1301                   NA         0.0468631519                   NA
## 1487                   NA                   NA                   NA
## 1508                   NA                   NA                   NA
## 1735                   NA                   NA                   NA
## 2294                   NA                   NA                   NA
## 805                    NA        -0.0373333333          0.465044444
## 1563                   NA                   NA                   NA
## 1576                   NA                   NA                   NA
## 1578                   NA                   NA                   NA
## 1588                   NA                   NA                   NA
## 1606                   NA                   NA                   NA
## 1644                   NA                   NA                   NA
## 1650                   NA                   NA                   NA
## 1655                   NA                   NA                   NA
## 1679                   NA                   NA                   NA
## 1698                   NA                   NA                   NA
## 1712                   NA                   NA                   NA
## 1722                   NA                   NA                   NA
## 1745                   NA                   NA                   NA
## 2562                   NA         0.5399895125                   NA
## 366                    NA        -0.0429993934          0.115576949
## 389                    NA                   NA                   NA
## 424                    NA        -0.1750446208                   NA
## 1627                   NA                   NA                   NA
## 1668                   NA                   NA                   NA
## 2123                   NA                   NA                   NA
## 2146                   NA        -0.1598632479                   NA
## 21811                  NA                   NA                   NA
## 231                    NA         0.2888388889                   NA
## 592                    NA         0.1579250882         -0.332587302
## 813                    NA         0.0076666667          0.059444444
## 1088                   NA        -0.0595015432         -0.085070988
## 1449                   NA                   NA                   NA
## 1670                   NA         0.0010675303                   NA
## 1945                   NA                   NA                   NA
## 2306                   NA                   NA                   NA
## 2527                   NA        -0.0474277269                   NA
## 340                    NA                   NA                   NA
## 429                  0.00         0.0316214150         -0.029509520
## 807                    NA         0.0133358586          0.338068074
## 9231                   NA         0.0418354167          0.011047917
## 1867                   NA                   NA                   NA
## 1956                   NA         0.0452092593                   NA
## 2334                   NA                   NA                   NA
## 2450                   NA                   NA                   NA
## 372                    NA        -0.0047892801          0.026559232
## 412                    NA         0.1342485560         -0.304343750
## 775                    NA         0.2279444444                   NA
## 1358                   NA                   NA                   NA
## 1448                   NA                   NA                   NA
## 1899                   NA         0.1874222222                   NA
## 1939                   NA                   NA                   NA
## 2302                   NA                   NA                   NA
## 347                    NA                   NA                   NA
## 743                  0.35         0.0502820423          0.052695322
## 1374                   NA                   NA                   NA
## 1376                   NA                   NA                   NA
## 14871                  NA                   NA                   NA
## 1509                   NA                   NA                   NA
## 1874                   NA                   NA                   NA
## 2270                   NA                   NA                   NA
## 711                    NA         0.0166660185          0.032460165
## 10421                  NA        -0.0911750000          0.117535714
## 1161                   NA        -0.0700140005                   NA
## 1235                   NA                   NA                   NA
## 1300                   NA                   NA                   NA
## 1320                   NA                   NA                   NA
## 2238                   NA                   NA                   NA
## 2569                   NA        -0.2388743560                   NA
## 395                    NA         0.0732493339                   NA
## 1429                   NA                   NA                   NA
## 1440                   NA                   NA                   NA
## 1443                   NA        -0.1651432839                   NA
## 1474                   NA        -0.2681475268                   NA
## 1501                   NA                   NA                   NA
## 1502                   NA                   NA                   NA
## 1504                   NA                   NA                   NA
## 1516                   NA                   NA                   NA
## 1922                   NA                   NA                   NA
## 222                    NA                   NA                   NA
## 4791                   NA        -0.0359602183         -0.275325893
## 1254                   NA                   NA                   NA
## 1343                   NA                   NA                   NA
## 1671                   NA         0.1678588152                   NA
## 1705                   NA                   NA                   NA
## 1719                   NA                   NA                   NA
## 1830                   NA                   NA                   NA
## 1172                   NA                   NA                   NA
## 11951                  NA                   NA                   NA
## 1311                   NA                   NA                   NA
## 1313                   NA                   NA                   NA
## 1353                   NA                   NA                   NA
## 1360                   NA                   NA                   NA
## 1895                   NA         0.1889757672                   NA
## 1983                   NA                   NA                   NA
## 2248                   NA        -0.0933790675                   NA
## 2357                   NA                   NA                   NA
## 226                    NA                   NA                   NA
## 480                    NA         0.0901647695          0.129117201
## 845                    NA         0.0342444444         -0.046140592
## 1552                   NA                   NA                   NA
## 1609                   NA        -0.2563781030                   NA
## 1703                   NA                   NA                   NA
## 1728                   NA                   NA                   NA
## 2145                   NA                   NA                   NA
## 249                    NA        -0.0558129630          0.047628042
## 251                    NA        -0.0410351361                   NA
## 506                    NA         0.0568640996          0.006926313
## 556                    NA         0.0390112434         -0.081995370
## 1208                   NA                   NA                   NA
## 1283                   NA                   NA                   NA
## 1284                   NA                   NA                   NA
## 2345                   NA        -0.3274649826                   NA
## 2565                   NA                   NA                   NA
## 317                    NA         0.0044851852          0.061784656
## 335                    NA                   NA                   NA
## 663                    NA        -0.0163203704          0.154928704
## 1333                   NA         0.3452947090                   NA
## 1475                   NA                   NA                   NA
## 19961                  NA                   NA                   NA
## 2113                   NA         0.4852197691                   NA
## 2368                   NA         0.0397671717         -0.031194444
## 22                     NA                   NA                   NA
## 63                     NA                   NA                   NA
## 168                    NA        -0.0262490810          0.090801190
## 174                    NA                   NA                   NA
## 673                    NA         0.1029000331         -0.047792593
## 1177                   NA                   NA                   NA
## 1180                   NA                   NA                   NA
## 1260                   NA                   NA                   NA
## 1744                   NA         0.5187361111                   NA
## 1759                   NA        -0.2762958063                   NA
## 2222                   NA        -0.0527804278                   NA
## 2362                   NA        -0.0878001082                   NA
## 2530                   NA        -0.2473402778                   NA
## 2600                   NA                   NA                   NA
## 2641                   NA        -0.0783735269          0.016370370
## 7581                   NA        -0.0286095685          0.047545455
## 1178                   NA                   NA                   NA
## 1287                   NA        -0.1475725500                   NA
## 1445                   NA                   NA                   NA
## 19561                  NA         0.0452092593                   NA
## 2229                   NA        -0.2014380952          0.203250000
## 2246                   NA        -0.1112395833                   NA
## 2312                   NA        -0.0354328125                   NA
## 2412                   NA                   NA                   NA
## 173                    NA         0.0353029819         -0.161247619
## 315                    NA        -0.0343979365          0.088970600
## 376                    NA         0.6182835253                   NA
## 1630                   NA                   NA                   NA
## 1646                   NA         0.4785125000                   NA
## 1683                   NA                   NA                   NA
## 1891                   NA        -0.1903091787                   NA
## 1930                   NA                   NA                   NA
## 2007                   NA                   NA                   NA
## 2252                   NA        -0.3272916667                   NA
## 2471                   NA        -0.3558492674                   NA
## 2511                   NA        -0.1135747475                   NA
## 152                    NA        -0.2319997199                   NA
## 307                    NA                   NA                   NA
## 414                    NA                   NA                   NA
## 1185                   NA                   NA                   NA
## 1331                   NA                   NA                   NA
## 1351                   NA                   NA                   NA
## 1565                   NA                   NA                   NA
## 1718                   NA                   NA                   NA
## 1808                   NA                   NA                   NA
## 2013                   NA        -0.0911737165                   NA
## 2031                   NA                   NA                   NA
## 2090                   NA         0.0603192240                   NA
## 598                    NA         0.0479790675          0.138333829
## 1155                   NA                   NA                   NA
## 13581                  NA                   NA                   NA
## 1533                   NA        -0.3019748110                   NA
## 2025                   NA                   NA                   NA
## 2035                   NA                   NA                   NA
## 2307                   NA                   NA                   NA
## 2498                   NA        -0.1209227778          0.281922222
## 5321                   NA        -0.0195849206                   NA
## 975                    NA        -0.0235897436         -0.039020648
## 1040                   NA         0.1831851852          0.128363426
## 1214                   NA        -0.3518801282                   NA
## 1612                   NA                   NA                   NA
## 2006                   NA                   NA                   NA
## 2338                   NA                   NA                   NA
## 2504                   NA                   NA                   NA
## 2536                   NA        -0.1230000000                   NA
## 279                    NA                   NA                   NA
## 351                    NA        -0.0770996392                   NA
## 1336                   NA                   NA                   NA
## 13492                  NA         0.0983241213                   NA
## 1356                   NA                   NA                   NA
## 1417                   NA         0.4682142857                   NA
## 15091                  NA                   NA                   NA
## 1542                   NA                   NA                   NA
## 2055                   NA                   NA                   NA
## 2273                   NA                   NA                   NA
## 2499                   NA        -0.0384845066                   NA
## 2566                   NA                   NA                   NA
## 51                     NA         0.0013715507          0.108508069
## 365                    NA         0.0233563735          0.042494162
## 552                    NA                   NA                   NA
## 630                    NA         0.0345164683         -0.043378472
## 1493                   NA                   NA                   NA
## 1506                   NA                   NA                   NA
## 1514                   NA                   NA                   NA
## 1925                   NA                   NA                   NA
## 2349                   NA                   NA                   NA
## 2413                   NA                   NA                   NA
## 2629                   NA        -0.0212940397                   NA
## 48                     NA                   NA                   NA
## 246                    NA                   NA                   NA
## 1428                   NA                   NA                   NA
## 14872                  NA                   NA                   NA
## 1503                   NA                   NA                   NA
## 16981                  NA                   NA                   NA
## 1700                   NA                   NA                   NA
## 2169                   NA                   NA                   NA
## 2178                   NA                   NA                   NA
## 2626                   NA                   NA                   NA
## 3951                   NA         0.0732493339                   NA
## 1270                   NA                   NA                   NA
## 1315                   NA                   NA                   NA
## 1381                   NA                   NA                   NA
## 16531                  NA                   NA                   NA
## 1661                   NA                   NA                   NA
## 2027                   NA                   NA                   NA
## 2128                   NA                   NA                   NA
## 1220                   NA                   NA                   NA
## 1369                   NA                   NA                   NA
## 1392                   NA         0.2149510163                   NA
## 1751                   NA                   NA                   NA
## 1988                   NA                   NA                   NA
## 2153                   NA         0.0573914079                   NA
## 2167                   NA         0.5297220635                   NA
## 2437                   NA         0.1079976757                   NA
## 2454                   NA                   NA                   NA
## 2578                   NA                   NA                   NA
## 1097                   NA         0.0312632448          0.090647086
## 1209                   NA                   NA                   NA
## 1335                   NA                   NA                   NA
## 1975                   NA                   NA                   NA
## 2187                   NA                   NA                   NA
## 2259                   NA                   NA                   NA
## 2341                   NA                   NA                   NA
## 2453                   NA                   NA                   NA
## 2522                   NA                   NA                   NA
## 574                    NA         0.0274766562         -0.114098821
## 590                    NA        -0.0198541348                   NA
## 983                    NA        -0.0099494792          0.054354390
## 1013                   NA         0.0459625000         -0.023552788
## 2076                   NA                   NA                   NA
## 2158                   NA                   NA                   NA
## 2177                   NA        -0.2997230159                   NA
## 2324                   NA                   NA                   NA
## 182                    NA        -0.0572566865                   NA
## 212                    NA        -0.3077112434                   NA
## 333                    NA         0.0757389657          0.078659363
## 609                    NA        -0.0596491876          0.032396012
## 1162                   NA        -0.2781918403                   NA
## 1286                   NA                   NA                   NA
## 1426                   NA                   NA                   NA
## 1611                   NA        -0.0698180556                   NA
## 1882                   NA        -0.1840881614                   NA
## 1958                   NA                   NA                   NA
## 2038                   NA                   NA                   NA
## 2467                   NA                   NA                   NA
## 756                    NA         0.0434444444                   NA
## 780                    NA         0.0403628472          0.011572661
## 991                    NA         0.0017411877         -0.002085389
## 1305                   NA        -0.2516969061                   NA
## 1373                   NA                   NA                   NA
## 1459                   NA                   NA                   NA
## 1594                   NA                   NA                   NA
## 1860                   NA                   NA                   NA
## 613                    NA         0.1260879630          0.032041667
## 1108                   NA         0.1025882937         -0.108435989
## 2279                   NA                   NA                   NA
## 2310                   NA                   NA                   NA
## 2333                   NA        -0.2992855311                   NA
## 2348                   NA         0.4520945280                   NA
## 2372                   NA                   NA                   NA
## 2526                   NA                   NA                   NA
## 2574                   NA                   NA                   NA
## 111                    NA        -0.0358384259         -0.038587500
## 1438                   NA        -0.2307961787                   NA
## 15041                  NA                   NA                   NA
## 1811                   NA                   NA                   NA
## 2092                   NA                   NA                   NA
## 2131                   NA                   NA                   NA
## 2410                   NA                   NA                   NA
## 2539                   NA                   NA                   NA
## 1111                   NA        -0.0358384259         -0.038587500
## 14381                  NA        -0.2307961787                   NA
## 15042                  NA                   NA                   NA
## 18111                  NA                   NA                   NA
## 20921                  NA                   NA                   NA
## 21311                  NA                   NA                   NA
## 24101                  NA                   NA                   NA
## 25391                  NA                   NA                   NA
## 529                    NA                   NA                   NA
## 638                    NA                   NA                   NA
## 951                    NA         0.0495083333          0.193427778
## 1505                   NA                   NA                   NA
## 1614                   NA                   NA                   NA
## 1927                   NA        -0.1025542800                   NA
## 2481                   NA        -0.2953778175                   NA
## 2590                   NA                   NA                   NA
## 467                    NA         0.1067236111         -0.031126389
##       avg_pitch_number_endurance avg_rolling_avg_velocity
## 479                     39.66667                 92.81111
## 532                     25.50000                 90.08333
## 1032                          NA                       NA
## 1042                    30.00000                 87.56667
## 1047                    36.00000                 92.20000
## 1964                    18.50000                 90.68333
## 2148                          NA                       NA
## 2154                          NA                       NA
## 2192                          NA                       NA
## 2241                          NA                       NA
## 447                     30.42857                 94.95714
## 490                           NA                       NA
## 496                     44.66667                 86.64444
## 923                     58.00000                 92.18333
## 1038                    61.50000                 91.10000
## 1960                          NA                       NA
## 1984                    18.00000                 90.76667
## 1996                          NA                       NA
## 2009                    12.00000                 92.76667
## 2051                    13.00000                 84.70000
## 2085                    38.00000                 95.73333
## 342                           NA                       NA
## 362                     46.80000                 92.84000
## 896                     29.00000                 90.63333
## 1195                    19.12500                 93.85000
## 1389                          NA                       NA
## 1393                    30.00000                 93.13333
## 1463                          NA                       NA
## 1767                    29.00000                 89.26667
## 2587                          NA                       NA
## 2607                          NA                       NA
## 137                     50.09091                 92.79394
## 258                     18.00000                 93.96667
## 377                     72.00000                 91.45000
## 1581                          NA                       NA
## 1640                    18.00000                 93.63333
## 2382                          NA                       NA
## 2503                    17.00000                 91.75000
## 2622                          NA                       NA
## 69                      14.00000                 93.28333
## 136                     29.33333                 92.51667
## 1101                    57.50000                 90.38333
## 1268                    32.00000                 90.50000
## 1279                    14.50000                 92.85000
## 1308                    20.00000                 92.81667
## 1324                          NA                       NA
## 1330                    15.00000                 95.80000
## 2104                          NA                       NA
## 2314                    30.00000                 98.33333
## 2381                    17.50000                 93.58333
## 55                      85.00000                 87.31667
## 1153                          NA                       NA
## 1439                          NA                       NA
## 1617                    24.00000                 93.03333
## 1653                          NA                       NA
## 1737                          NA                       NA
## 1926                    13.20000                 97.18667
## 2300                          NA                       NA
## 238                     37.50000                 94.36667
## 1077                    41.73333                 91.22444
## 1159                          NA                       NA
## 1253                          NA                       NA
## 1387                    12.00000                 91.85000
## 1450                    19.00000                 91.20000
## 1915                          NA                       NA
## 2483                          NA                       NA
## 612                     40.12500                 92.94167
## 1229                          NA                       NA
## 1231                          NA                       NA
## 1349                          NA                       NA
## 1553                    23.50000                 95.50000
## 1660                    16.33333                 96.15556
## 1663                          NA                       NA
## 1959                          NA                       NA
## 6121                    40.12500                 92.94167
## 12291                         NA                       NA
## 12311                         NA                       NA
## 13491                         NA                       NA
## 15531                   23.50000                 95.50000
## 16601                   16.33333                 96.15556
## 16631                         NA                       NA
## 19591                         NA                       NA
## 476                     19.00000                 95.30000
## 527                     38.58333                 93.30833
## 576                     32.00000                 93.06667
## 2047                          NA                       NA
## 2118                    17.00000                 93.83333
## 2133                    42.00000                 96.60000
## 2134                          NA                       NA
## 2139                          NA                       NA
## 2181                          NA                       NA
## 2190                    28.00000                 91.60833
## 2205                          NA                       NA
## 2206                    28.25000                 90.18333
## 758                     37.57143                 92.16190
## 820                     60.00000                 88.47778
## 1535                    15.00000                 94.02222
## 1546                     6.00000                 96.23333
## 1555                    30.00000                 96.03333
## 1618                          NA                       NA
## 1684                    17.00000                 95.04444
## 1740                          NA                       NA
## 1746                          NA                       NA
## 2515                          NA                       NA
## 2577                    21.50000                 92.76667
## 537                     35.66667                 88.22222
## 960                     54.60000                 94.42000
## 1068                    18.50000                 88.55000
## 12531                         NA                       NA
## 1301                          NA                       NA
## 1487                    22.00000                 94.00000
## 1508                    18.50000                 90.21667
## 1735                          NA                       NA
## 2294                          NA                       NA
## 805                           NA                       NA
## 1563                    23.00000                 92.21667
## 1576                          NA                       NA
## 1578                          NA                       NA
## 1588                          NA                       NA
## 1606                    16.33333                 93.68889
## 1644                          NA                       NA
## 1650                          NA                       NA
## 1655                          NA                       NA
## 1679                          NA                       NA
## 1698                          NA                       NA
## 1712                          NA                       NA
## 1722                          NA                       NA
## 1745                          NA                       NA
## 2562                    18.66667                 87.85556
## 366                     47.61538                 93.14872
## 389                           NA                       NA
## 424                           NA                       NA
## 1627                          NA                       NA
## 1668                    20.00000                 94.12667
## 2123                          NA                       NA
## 2146                          NA                       NA
## 21811                         NA                       NA
## 231                           NA                       NA
## 592                     75.00000                 88.20000
## 813                     58.00000                 88.36667
## 1088                    43.80000                 91.22000
## 1449                    21.50000                 95.91667
## 1670                    17.00000                 94.10000
## 1945                          NA                       NA
## 2306                          NA                       NA
## 2527                          NA                       NA
## 340                     22.00000                 93.36667
## 429                     45.00000                 90.96667
## 807                     41.85714                 97.91429
## 9231                    58.00000                 92.18333
## 1867                    29.00000                 98.23333
## 1956                          NA                       NA
## 2334                          NA                       NA
## 2450                          NA                       NA
## 372                     40.00000                 91.44074
## 412                     36.80000                 92.72667
## 775                     72.00000                 90.60000
## 1358                          NA                       NA
## 1448                          NA                       NA
## 1899                          NA                       NA
## 1939                          NA                       NA
## 2302                          NA                       NA
## 347                           NA                       NA
## 743                     25.50000                 96.30000
## 1374                     6.00000                 93.30000
## 1376                          NA                       NA
## 14871                   22.00000                 94.00000
## 1509                    13.00000                 94.80000
## 1874                          NA                       NA
## 2270                          NA                       NA
## 711                     54.83333                 96.00556
## 10421                   30.00000                 87.56667
## 1161                          NA                       NA
## 1235                    18.00000                 94.41667
## 1300                          NA                       NA
## 1320                     8.00000                 93.30000
## 2238                          NA                       NA
## 2569                          NA                       NA
## 395                     35.50000                 91.85000
## 1429                          NA                       NA
## 1440                          NA                       NA
## 1443                    30.00000                 90.76667
## 1474                    26.10000                 94.90667
## 1501                    23.00000                 93.23333
## 1502                          NA                       NA
## 1504                          NA                       NA
## 1516                    21.00000                 94.15000
## 1922                          NA                       NA
## 222                     19.20000                 94.22000
## 4791                    39.66667                 92.81111
## 1254                    22.00000                 93.90000
## 1343                          NA                       NA
## 1671                          NA                       NA
## 1705                          NA                       NA
## 1719                          NA                       NA
## 1830                          NA                       NA
## 1172                          NA                       NA
## 11951                   19.12500                 93.85000
## 1311                          NA                       NA
## 1313                          NA                       NA
## 1353                    14.33333                 93.61111
## 1360                          NA                       NA
## 1895                    30.50000                 95.48333
## 1983                          NA                       NA
## 2248                    23.00000                 93.36667
## 2357                          NA                       NA
## 226                     21.50000                 96.35000
## 480                     44.62500                 94.79583
## 845                     51.00000                 92.08333
## 1552                          NA                       NA
## 1609                    13.00000                 93.99333
## 1703                          NA                       NA
## 1728                    16.00000                 94.60000
## 2145                          NA                       NA
## 249                     37.27273                 90.42727
## 251                     39.00000                 91.80000
## 506                           NA                       NA
## 556                     43.00000                 89.46667
## 1208                          NA                       NA
## 1283                          NA                       NA
## 1284                    16.66667                 96.12222
## 2345                    20.00000                 84.56667
## 2565                          NA                       NA
## 317                     70.00000                 92.55000
## 335                     18.50000                 91.91667
## 663                           NA                       NA
## 1333                          NA                       NA
## 1475                          NA                       NA
## 19961                         NA                       NA
## 2113                    12.75000                 98.70000
## 2368                          NA                       NA
## 22                            NA                       NA
## 63                      31.00000                 95.10000
## 168                     44.20000                 93.85333
## 174                           NA                       NA
## 673                     18.00000                 90.21667
## 1177                          NA                       NA
## 1180                    14.00000                 96.56667
## 1260                          NA                       NA
## 1744                          NA                       NA
## 1759                    31.00000                 94.30000
## 2222                          NA                       NA
## 2362                          NA                       NA
## 2530                    17.00000                 91.65000
## 2600                          NA                       NA
## 2641                    22.00000                 90.74444
## 7581                    37.57143                 92.16190
## 1178                    24.50000                 88.31667
## 1287                    15.75000                 92.19167
## 1445                          NA                       NA
## 19561                         NA                       NA
## 2229                          NA                       NA
## 2246                          NA                       NA
## 2312                          NA                       NA
## 2412                    11.75000                 91.12917
## 173                     48.80000                 95.00000
## 315                     41.52381                 97.12381
## 376                     24.50000                 98.40000
## 1630                          NA                       NA
## 1646                          NA                       NA
## 1683                    20.50000                 95.31667
## 1891                          NA                       NA
## 1930                          NA                       NA
## 2007                          NA                       NA
## 2252                          NA                       NA
## 2471                          NA                       NA
## 2511                    26.00000                 93.25000
## 152                           NA                       NA
## 307                     16.71429                 88.08095
## 414                           NA                       NA
## 1185                    20.00000                 91.86667
## 1331                    18.00000                 94.93333
## 1351                          NA                       NA
## 1565                          NA                       NA
## 1718                          NA                       NA
## 1808                          NA                       NA
## 2013                    21.75000                 91.60833
## 2031                          NA                       NA
## 2090                          NA                       NA
## 598                     63.66667                 89.23333
## 1155                          NA                       NA
## 13581                         NA                       NA
## 1533                    19.25000                 92.25833
## 2025                    24.00000                 94.90000
## 2035                          NA                       NA
## 2307                          NA                       NA
## 2498                          NA                       NA
## 5321                    25.50000                 90.08333
## 975                     51.46667                 90.35556
## 1040                    51.40000                 89.85333
## 1214                          NA                       NA
## 1612                          NA                       NA
## 2006                          NA                       NA
## 2338                          NA                       NA
## 2504                          NA                       NA
## 2536                    27.00000                 91.86667
## 279                      9.00000                 93.16667
## 351                           NA                       NA
## 1336                    34.00000                 91.70000
## 13492                         NA                       NA
## 1356                    14.00000                 95.68333
## 1417                    24.00000                 90.63333
## 15091                   13.00000                 94.80000
## 1542                          NA                       NA
## 2055                          NA                       NA
## 2273                          NA                       NA
## 2499                    39.00000                 92.70000
## 2566                          NA                       NA
## 51                      51.40000                 90.30000
## 365                           NA                       NA
## 552                     14.50000                 92.01333
## 630                     26.33333                 92.47407
## 1493                          NA                       NA
## 1506                          NA                       NA
## 1514                          NA                       NA
## 1925                    28.00000                 94.40000
## 2349                          NA                       NA
## 2413                          NA                       NA
## 2629                          NA                       NA
## 48                       9.00000                 93.93333
## 246                           NA                       NA
## 1428                    11.00000                 98.30000
## 14872                   22.00000                 94.00000
## 1503                          NA                       NA
## 16981                         NA                       NA
## 1700                    18.00000                 86.10000
## 2169                          NA                       NA
## 2178                    19.00000                 91.80000
## 2626                     8.00000                 92.83333
## 3951                    35.50000                 91.85000
## 1270                          NA                       NA
## 1315                    34.00000                 92.83333
## 1381                          NA                       NA
## 16531                         NA                       NA
## 1661                          NA                       NA
## 2027                    13.50000                 95.65000
## 2128                    32.00000                 94.26667
## 1220                          NA                       NA
## 1369                          NA                       NA
## 1392                          NA                       NA
## 1751                    10.00000                 95.93333
## 1988                          NA                       NA
## 2153                    16.87500                 93.59167
## 2167                     7.00000                 93.20000
## 2437                    24.00000                 84.80000
## 2454                    26.00000                 90.40000
## 2578                          NA                       NA
## 1097                    52.12500                 90.20000
## 1209                          NA                       NA
## 1335                    11.33333                 93.86667
## 1975                    27.00000                 92.76667
## 2187                    18.33333                 94.00000
## 2259                          NA                       NA
## 2341                          NA                       NA
## 2453                    13.00000                 90.40000
## 2522                    15.00000                 87.80000
## 574                           NA                       NA
## 590                     19.00000                 92.75556
## 983                     51.12500                 94.80417
## 1013                    62.80000                 88.82000
## 2076                          NA                       NA
## 2158                          NA                       NA
## 2177                          NA                       NA
## 2324                    25.50000                 92.08333
## 182                           NA                       NA
## 212                     31.00000                 95.36667
## 333                     68.00000                 91.87778
## 609                     26.22222                 90.99630
## 1162                          NA                       NA
## 1286                          NA                       NA
## 1426                    15.44444                 95.60741
## 1611                          NA                       NA
## 1882                    24.50000                 91.96667
## 1958                          NA                       NA
## 2038                    19.50000                 94.95000
## 2467                          NA                       NA
## 756                           NA                       NA
## 780                     39.45000                 94.36333
## 991                           NA                       NA
## 1305                    16.50000                 95.32500
## 1373                          NA                       NA
## 1459                    20.00000                 93.26667
## 1594                          NA                       NA
## 1860                          NA                       NA
## 613                           NA                       NA
## 1108                    40.00000                 92.04444
## 2279                          NA                       NA
## 2310                          NA                       NA
## 2333                          NA                       NA
## 2348                    13.00000                 88.13333
## 2372                          NA                       NA
## 2526                          NA                       NA
## 2574                    17.50000                 92.83333
## 111                     15.00000                 85.16667
## 1438                    18.00000                 94.40000
## 15041                         NA                       NA
## 1811                          NA                       NA
## 2092                          NA                       NA
## 2131                          NA                       NA
## 2410                    19.00000                 92.56667
## 2539                          NA                       NA
## 1111                    15.00000                 85.16667
## 14381                   18.00000                 94.40000
## 15042                         NA                       NA
## 18111                         NA                       NA
## 20921                         NA                       NA
## 21311                         NA                       NA
## 24101                   19.00000                 92.56667
## 25391                         NA                       NA
## 529                     17.00000                 91.20000
## 638                           NA                       NA
## 951                           NA                       NA
## 1505                    10.00000                 95.26667
## 1614                    18.66667                 94.27778
## 1927                          NA                       NA
## 2481                    35.00000                 91.50000
## 2590                          NA                       NA
## 467                     76.33333                 92.94444
##       avg_first_pitch_velocity    X inning_role length_role matchup_role
## 479                   94.47778 2603        none        long          LHH
## 532                   91.78333  145        none        none          RHH
## 1032                        NA  112       start        <NA>         <NA>
## 1042                  89.76667  899        none       short         none
## 1047                  94.16667  830      middle        none          RHH
## 1964                  92.30000 1947        none       short         none
## 2148                        NA 2453        late       short         none
## 2154                        NA 2552      middle      medium          RHH
## 2192                        NA 2215        none      medium         none
## 2241                        NA 2334      middle       short         none
## 447                   96.83333 2449        none        long         none
## 490                         NA   32        none       short         none
## 496                   88.60000  372        none        none          RHH
## 923                   93.85000 2112        none        long         none
## 1038                  92.66667  630       start        <NA>         <NA>
## 1960                        NA 2414        late       short          LHH
## 1984                  92.40000 2309        none       short         none
## 1996                        NA 2517        late       short          LHH
## 2009                  94.50000 2560        none       short         none
## 2051                  86.60000 1944        none       short         none
## 2085                  97.26667 2448      middle        none          RHH
## 342                         NA 2000        none       short         none
## 362                   94.58667 2336        none       short         none
## 896                   92.60000 1691        none        none         none
## 1195                  95.54583  380        none       short         none
## 1389                        NA  312        none       short         none
## 1393                  95.00000  814        late      medium          LHH
## 1463                        NA  448        none       short         none
## 1767                  90.83333 1389      middle       short         none
## 2587                        NA 2190        none       short         none
## 2607                        NA 2444        none        none          RHH
## 137                   94.39091  386       start        <NA>         <NA>
## 258                   95.63333 1299        none       short         none
## 377                   93.25000 2504        none        long          LHH
## 1581                        NA 1588        late       short         none
## 1640                  95.20000 1416        none       short         none
## 2382                        NA  366        none       short         none
## 2503                  93.56667 1415        none       short          RHH
## 2622                        NA 2389        none       short         none
## 69                    94.95000   50        none       short         none
## 136                   94.28889  138        none        none         none
## 1101                  92.07500 1839       start        <NA>         <NA>
## 1268                  92.03333  284        none       short         none
## 1279                  94.55000  277        late       short         none
## 1308                  94.60000  794        none       short         none
## 1324                        NA  718        late       short          RHH
## 1330                  97.38333   86        late       short          LHH
## 2104                        NA 2481        late       short         none
## 2314                  99.96667  877        none       short          RHH
## 2381                  95.53333  148        none       short         none
## 55                    89.11667   80        none        long         none
## 1153                        NA  103        none       short          RHH
## 1439                        NA  864      middle       short          RHH
## 1617                  94.66667 1245        none       short         none
## 1653                        NA 1459        late       short          RHH
## 1737                        NA  991        none       short          RHH
## 1926                  98.88667  963        none       short         none
## 2300                        NA 2488        none       short         none
## 238                   95.96667 1076       start        <NA>         <NA>
## 1077                  92.98667 1066       start        <NA>         <NA>
## 1159                        NA  449      middle       short          RHH
## 1253                        NA  806        late       short          RHH
## 1387                  93.40000  696        none       short          RHH
## 1450                  93.46667  839      middle      medium          LHH
## 1915                        NA 1767        none       short          RHH
## 2483                        NA 1710        none       short          RHH
## 612                   94.65833 1539        none        none          RHH
## 1229                        NA  731        late        none          RHH
## 1231                        NA  565        none       short         none
## 1349                        NA   98        none       short         none
## 1553                  97.18333 1048        none       short         none
## 1660                  97.77778 1357        none       short         none
## 1663                        NA 1612        none       short         none
## 1959                        NA 2401        late       short         none
## 6121                  94.65833 1539        none        none          RHH
## 12291                       NA  731        late        none          RHH
## 12311                       NA  565        none       short         none
## 13491                       NA   98        none       short         none
## 15531                 97.18333 1048        none       short         none
## 16601                 97.77778 1357        none       short         none
## 16631                       NA 1612        none       short         none
## 19591                       NA 2401        late       short         none
## 476                   97.06667 2459        none       short         none
## 527                   95.21111  462        none       short          RHH
## 576                   94.86667  950        none        none         none
## 2047                        NA 2213        late       short          RHH
## 2118                  95.40000 1799        none       short         none
## 2133                  98.60000 2375      middle       short         none
## 2134                        NA 2191        late       short          RHH
## 2139                        NA 1895        none       short         none
## 2181                        NA 2543        late       short          LHH
## 2190                  93.55000 2186        none        long         none
## 2205                        NA 1818        late       short         none
## 2206                  91.80833 1808        none       short         none
## 758                   94.10952  114       start        <NA>         <NA>
## 820                   90.12222 1072       start        <NA>         <NA>
## 1535                  95.60000  738        none       short         none
## 1546                  98.13333 1211        late       short         none
## 1555                  97.76667 1665      middle       short         none
## 1618                        NA 1112        none       short         none
## 1684                  96.84444 1113        none       short         none
## 1740                        NA 1450        none       short         none
## 1746                        NA 1231        none       short         none
## 2515                        NA 1669        none       short         none
## 2577                  94.41667 2422        none       short         none
## 537                   90.01111  485        none        long          RHH
## 960                   96.07333 1838       start        <NA>         <NA>
## 1068                  90.16667  928       start        <NA>         <NA>
## 12531                       NA  806        late       short          RHH
## 1301                        NA   28        none        none         none
## 1487                  95.60000  590        none        none         none
## 1508                  92.25000  607        none       short         none
## 1735                        NA 1750        none       short         none
## 2294                        NA 2581        late       short          RHH
## 805                         NA 1583       start        <NA>         <NA>
## 1563                  93.96667 1096        late       short         none
## 1576                        NA 1617        late       short          RHH
## 1578                        NA 1687        none       short         none
## 1588                        NA 1579        late       short          RHH
## 1606                  95.34444 1020        none       short         none
## 1644                        NA 1019        late       short         none
## 1650                        NA 1484        none        none          RHH
## 1655                        NA 1468        late       short          RHH
## 1679                        NA 1412        none       short          RHH
## 1698                        NA 1461        none       short         none
## 1712                        NA 1572        late       short         none
## 1722                        NA 1522        none       short          RHH
## 1745                        NA 1660        none       short         none
## 2562                  89.57778 2466        none       short         none
## 366                   94.78205 2224        none        long         none
## 389                         NA 2600        none       short         none
## 424                         NA 2496        none       short         none
## 1627                        NA 1646        late      medium          RHH
## 1668                  95.86000 1277        none       short         none
## 2123                        NA 2617        late       short         none
## 2146                        NA 1862        none       short         none
## 21811                       NA 2543        late       short          LHH
## 231                         NA 1599        none       short          RHH
## 592                   89.90000 1205        none       short         none
## 813                   89.90000 1618       start        <NA>         <NA>
## 1088                  92.99333 1682        none        long          RHH
## 1449                  98.01667  152        none       short         none
## 1670                  95.63333 1091      middle       short         none
## 1945                        NA 1794        none       short         none
## 2306                        NA  828        late       short         none
## 2527                        NA 1044        none       short          RHH
## 340                   95.60000 1917        none       short         none
## 429                   93.00000 2177        none        long         none
## 807                   99.63333 1685       start        <NA>         <NA>
## 9231                  93.85000 2112        none        long         none
## 1867                  99.86667 1603        late        none         none
## 1956                        NA 2476        none        none         none
## 2334                        NA  771        late       short          LHH
## 2450                        NA 1144        none       short         none
## 372                   93.42593 2144       start        <NA>         <NA>
## 412                   94.49333 2160        none        long         none
## 775                   92.46667  846       start        <NA>         <NA>
## 1358                        NA  766        late       short          LHH
## 1448                        NA   63        none       short         none
## 1899                        NA 1779        none        long          RHH
## 1939                        NA 2573        late       short         none
## 2302                        NA  374        none       short         none
## 347                         NA 1807        none       short          RHH
## 743                   98.01667  336       start        <NA>         <NA>
## 1374                  94.86667  704        late       short         none
## 1376                        NA  778        none      medium          RHH
## 14871                 95.60000  590        none        none         none
## 1509                  96.30000  896        none       short         none
## 1874                        NA 1707        late       short          LHH
## 2270                        NA 2539        late        none         none
## 711                   97.72222  322       start        <NA>         <NA>
## 10421                 89.76667  899        none       short         none
## 1161                        NA  307        late       short         none
## 1235                  96.07500  274        none       short         none
## 1300                        NA  502        late       short          RHH
## 1320                  95.06667   39        none       short         none
## 2238                        NA 2631        none      medium          RHH
## 2569                        NA 1905        none       short          RHH
## 395                   93.40000 2128        none       short         none
## 1429                        NA  841        none       short         none
## 1440                        NA  905        none       short         none
## 1443                  92.43333  444        none       short         none
## 1474                  96.59000  249        none       short         none
## 1501                  94.80000  466        none       short         none
## 1502                        NA  547      middle       short          RHH
## 1504                        NA  432        none       short         none
## 1516                  95.76667  866        none       short         none
## 1922                        NA 1761        late       short         none
## 222                   96.02667 1089        none       short         none
## 4791                  94.47778 2603        none        long          LHH
## 1254                  95.83333  636        none       short         none
## 1343                        NA  647        late       short          LHH
## 1671                        NA 1475        none       short         none
## 1705                        NA 1308        none       short         none
## 1719                        NA 1219      middle       short         none
## 1830                        NA 1009        none       short          RHH
## 1172                        NA  853        none       short         none
## 11951                 95.54583  380        none       short         none
## 1311                        NA  364        none       short         none
## 1313                        NA  701      middle       short         none
## 1353                  95.65556   59        late       short         none
## 1360                        NA  169        late       short          RHH
## 1895                  97.50000 1437        none       short         none
## 1983                        NA 2278        late       short         none
## 2248                  95.06667 2295        none        none         none
## 2357                        NA  802      middle       short          RHH
## 226                   98.15000 1023        none       short         none
## 480                   96.67500 2207        none        long         none
## 845                   93.68333 1268       start        <NA>         <NA>
## 1552                        NA 1551        none       short         none
## 1609                  95.82667 1170        none       short         none
## 1703                        NA 1614        late       short          LHH
## 1728                  96.16667 1305        none       short         none
## 2145                        NA 2324        late       short          RHH
## 249                   92.39394  911       start        <NA>         <NA>
## 251                   93.56667 1481        none       short         none
## 506                         NA  403       start        <NA>         <NA>
## 556                   91.26667  796        none       short          RHH
## 1208                        NA   56        none       short         none
## 1283                        NA  357        late       short         none
## 1284                  97.75556  158        none       short         none
## 2345                  86.10000   96        none       short         none
## 2565                        NA 1872        none       short         none
## 317                   94.30000 1754        none        none         none
## 335                   93.60000 1875        none       short         none
## 663                         NA 2008        none        long          RHH
## 1333                        NA  401        none       short         none
## 1475                        NA  887        none       short          RHH
## 19961                       NA 2517        late       short          LHH
## 2113                 100.51667 1867        none       short         none
## 2368                        NA  494        none       short         none
## 22                          NA  854        late       short         none
## 63                    96.86667  196        none       short         none
## 168                   95.59333  488        none        long         none
## 174                         NA 1158        none       short         none
## 673                   91.85000 2312        none       short         none
## 1177                        NA  355        none       short         none
## 1180                  98.13333  173        late       short         none
## 1260                        NA  174        none       short         none
## 1744                        NA  937        none       short         none
## 1759                  96.20000 1142        none       short         none
## 2222                        NA 2259      middle       short         none
## 2362                        NA  166        none       short          LHH
## 2530                  93.50000  962        late       short         none
## 2600                        NA 1894        late       short          RHH
## 2641                  92.51111 2236        none        none         none
## 7581                  94.10952  114       start        <NA>         <NA>
## 1178                  90.00000   58        none       short         none
## 1287                  94.06667  759        none        none         none
## 1445                        NA  671        late       short          LHH
## 19561                       NA 2476        none        none         none
## 2229                        NA 2338        none        none         none
## 2246                        NA 2396        none      medium         none
## 2312                        NA  804        none       short         none
## 2412                  92.93750  304        none       short         none
## 173                   96.67333  141        none        long         none
## 315                   98.80317 1274       start        <NA>         <NA>
## 376                   99.95000 2370        none       short         none
## 1630                        NA 1771        late       short          RHH
## 1646                        NA 1634        none       short          RHH
## 1683                  97.08333 1035        late       short         none
## 1891                        NA 1181        none       short         none
## 1930                        NA 2615      middle       short          RHH
## 2007                        NA 1979        none       short         none
## 2252                        NA 2550        late       short         none
## 2471                        NA  945        none       short         none
## 2511                  94.83333 1652        none       short         none
## 152                         NA  477        none       short         none
## 307                   89.88095 1443        none       short         none
## 414                         NA 2038        none       short         none
## 1185                  93.50000  153        late       short         none
## 1331                  96.53333  235        late       short         none
## 1351                        NA  788        late       short          RHH
## 1565                        NA 1537        late       short          LHH
## 1718                        NA 1677        late       short         none
## 1808                        NA 1619        late       short         none
## 2013                  93.21667 1971        none       short         none
## 2031                        NA 2239        late       short          RHH
## 2090                        NA 1890        none       short          RHH
## 598                   90.78889 1399        none        long          RHH
## 1155                        NA  256        none       short          RHH
## 13581                       NA  766        late       short          LHH
## 1533                  93.85000  717      middle       short         none
## 2025                  96.46667 1887        none       short         none
## 2035                        NA 2029        late       short         none
## 2307                        NA  108        none       short         none
## 2498                        NA 1289        none        long          RHH
## 5321                  91.78333  145        none        none          RHH
## 975                   92.01556 2271       start        <NA>         <NA>
## 1040                  91.55333  800        none        none          RHH
## 1214                        NA  433        none       short         none
## 1612                        NA 1559        late       short         none
## 2006                        NA 2531        late       short         none
## 2338                        NA  686        none       short         none
## 2504                        NA 1444        none       short         none
## 2536                  93.36667 1720      middle        long          LHH
## 279                   94.73333 1129      middle       short         none
## 351                         NA 2019        none       short         none
## 1336                  93.76667  427      middle        none         none
## 13492                       NA   98        none       short         none
## 1356                  97.33333  104        none       short         none
## 1417                  92.23333  805        none        none         none
## 15091                 96.30000  896        none       short         none
## 1542                        NA 1215        late       short         none
## 2055                        NA 1804        late       short         none
## 2273                        NA 2407        late       short          RHH
## 2499                  94.40000 1047        none       short         none
## 2566                        NA 1988        none       short         none
## 51                    92.69333  410        none        none         none
## 365                         NA 2210        none        long         none
## 552                   94.11333  544        none       short         none
## 630                   94.28889 1913        none       short          RHH
## 1493                        NA  904        none       short         none
## 1506                        NA  172        late       short         none
## 1514                        NA  710        late       short         none
## 1925                  95.93333 1147      middle       short          RHH
## 2349                        NA  515        none       short         none
## 2413                        NA  908        late       short         none
## 2629                        NA 2410        none       short         none
## 48                    95.70000  436        none       short         none
## 246                         NA 1176        none       short         none
## 1428                 100.60000  851        none       short          LHH
## 14872                 95.60000  590        none        none         none
## 1503                        NA  760        none       short         none
## 16981                       NA 1461        none       short         none
## 1700                  87.96667 1237        none       short         none
## 2169                        NA 2530        late       short         none
## 2178                  93.40000 1795        none       short         none
## 2626                  94.50000 2506      middle       short         none
## 3951                  93.40000 2128        none       short         none
## 1270                        NA  622        none        none         none
## 1315                  94.46667  176      middle       short          LHH
## 1381                        NA  858        late       short          LHH
## 16531                       NA 1459        late       short          RHH
## 1661                        NA 1229        none       short         none
## 2027                  97.21667 2092        late       short         none
## 2128                  95.76667 2400        none       short         none
## 1220                        NA  833      middle       short         none
## 1369                        NA  810        late       short          RHH
## 1392                        NA  517        none       short         none
## 1751                  97.56667 1028        none       short         none
## 1988                        NA 2535        none       short         none
## 2153                  95.37917 1912      middle       short          RHH
## 2167                  95.26667 2314        none        none         none
## 2437                  86.33333 1611        none        none          RHH
## 2454                  91.90000 1004        none       short         none
## 2578                        NA 2032        none       short          RHH
## 1097                  91.81667 2163       start        <NA>         <NA>
## 1209                        NA  308      middle       short          RHH
## 1335                  95.56667  661        none       short         none
## 1975                  94.40000 2404        none       short         none
## 2187                  95.73333 1892      middle       short         none
## 2259                        NA 2526        none       short          RHH
## 2341                        NA  856      middle       short          LHH
## 2453                  92.10000 1446        none       short         none
## 2522                  89.40000 1513        none       short         none
## 574                         NA 1462        none        long          RHH
## 590                   94.34444 1087        none        none          RHH
## 983                   96.45833 2152       start        <NA>         <NA>
## 1013                  90.52667  330       start        <NA>         <NA>
## 2076                        NA 2216        late       short         none
## 2158                        NA 2577        late       short          LHH
## 2177                        NA 2209      middle       short         none
## 2324                  93.95000  165        none       short         none
## 182                         NA 1108        none       short         none
## 212                   96.93333 1283        none       short         none
## 333                   93.52222 2341       start        <NA>         <NA>
## 609                   92.70370  966       start        <NA>         <NA>
## 1162                        NA   83        none       short         none
## 1286                        NA  253        none       short         none
## 1426                  97.60741  285        none       short         none
## 1611                        NA 1550      middle       short         none
## 1882                  93.56667 1575        none       short         none
## 1958                        NA 1974        none       short         none
## 2038                  96.58333 1876        late       short         none
## 2467                        NA 1175        none       short         none
## 756                         NA  875        none        long         none
## 780                   96.02833  592       start        <NA>         <NA>
## 991                         NA 2065       start        <NA>         <NA>
## 1305                  97.14167   62        none       short         none
## 1373                        NA  508        late       short         none
## 1459                  94.86667  171        none       short         none
## 1594                        NA 1557        late       short          RHH
## 1860                        NA 1595        late       short         none
## 613                         NA 1650        none        long          RHH
## 1108                  94.08889 1852       start        <NA>         <NA>
## 2279                        NA 2333        late       short         none
## 2310                        NA  525      middle       short          RHH
## 2333                        NA  202        none       short          RHH
## 2348                  89.63333  581        none       short         none
## 2372                        NA  367      middle       short         none
## 2526                        NA 1725      middle       short          RHH
## 2574                  94.90000 2323        none       short         none
## 111                   87.26667  677        none        long         none
## 1438                  96.16667  599        none       short         none
## 15041                       NA  432        none       short         none
## 1811                        NA 1293        late       short         none
## 2092                        NA 2571        none       short         none
## 2131                        NA 2575        none       short         none
## 2410                  94.13333  907        none       short         none
## 2539                        NA 1985        none       short          RHH
## 1111                  87.26667  677        none        long         none
## 14381                 96.16667  599        none       short         none
## 15042                       NA  432        none       short         none
## 18111                       NA 1293        late       short         none
## 20921                       NA 2571        none       short         none
## 21311                       NA 2575        none       short         none
## 24101                 94.13333  907        none       short         none
## 25391                       NA 1985        none       short          RHH
## 529                   92.70000  526        none       short          RHH
## 638                         NA 2464        none       short         none
## 951                         NA 2060       start        <NA>         <NA>
## 1505                  97.13333  862        none       short         none
## 1614                  95.86667 1243        none       short         none
## 1927                        NA 1801        none       short         none
## 2481                  93.03333 1592      middle       short         none
## 2590                        NA 1884        none       short         none
## 467                   94.50000 2580        none        long          LHH
##       leverage_role in_cluster
## 479             low          0
## 532             low          0
## 1032           <NA>          0
## 1042            low          0
## 1047            low          0
## 1964           high          0
## 2148            low          0
## 2154            low          0
## 2192            low          0
## 2241            low          0
## 447             low          0
## 490             low          0
## 496             low          0
## 923             low          0
## 1038           <NA>          0
## 1960            low          0
## 1984            low          0
## 1996            low          0
## 2009            low          0
## 2051            low          0
## 2085            low          0
## 342             low          0
## 362             low          0
## 896             low          0
## 1195            low          0
## 1389           none          0
## 1393            low          0
## 1463            low          0
## 1767            low          0
## 2587            low          0
## 2607            low          0
## 137            <NA>          0
## 258            none          0
## 377             low          0
## 1581            low          0
## 1640           none          0
## 2382           none          0
## 2503           high          0
## 2622           high          0
## 69             none          0
## 136             low          0
## 1101           <NA>          0
## 1268           high          0
## 1279           high          0
## 1308           high          0
## 1324            low          0
## 1330           high          0
## 2104            low          0
## 2314            low          0
## 2381           high          0
## 55              low          0
## 1153           none          0
## 1439           high          0
## 1617           none          0
## 1653            low          0
## 1737           high          0
## 1926           high          0
## 2300            low          0
## 238            <NA>          0
## 1077           <NA>          0
## 1159            low          0
## 1253            low          0
## 1387            low          0
## 1450            low          0
## 1915            low          0
## 2483            low          0
## 612             low          0
## 1229            low          0
## 1231            low          0
## 1349            low          0
## 1553           high          0
## 1660            low          0
## 1663           high          0
## 1959            low          0
## 6121            low          0
## 12291           low          0
## 12311           low          0
## 13491           low          0
## 15531          high          0
## 16601           low          0
## 16631          high          0
## 19591           low          0
## 476            high          0
## 527             low          0
## 576            none          0
## 2047            low          0
## 2118           high          0
## 2133           high          0
## 2134            low          0
## 2139           high          0
## 2181            low          0
## 2190            low          0
## 2205           high          0
## 2206            low          0
## 758            <NA>          0
## 820            <NA>          0
## 1535           none          0
## 1546           high          0
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##  [ reached 'max' / getOption("max.print") -- omitted 2466 rows ]
g_3 <- ggplot(graph_cluster_3,
              aes(x = NumberofStuffPitches, 
                  fill = factor(in_cluster))) +
  geom_density(alpha = 0.7) 
g_3

RyanWeathers3 <- pitch_type_percentages_wide %>%
  filter(pitcher == "677960" & game_year == "2021") %>%
  group_by(pitcher, times_faced, pitch_type) %>%
  summarise(pitch_type_percentage = mean(pitch_type_percentage))
## `summarise()` has grouped output by 'pitcher', 'times_faced'. You can override
## using the `.groups` argument.
g_5 <- ggplot(data = RyanWeathers3, aes(x = times_faced, y = pitch_type_percentage, color = pitch_type)) +
  geom_line(stat = "identity") + 
  
  labs(
    x = "Times Face",
    y = "Pitch Type Percentage",
    title = "Ryan Weathers 2021 Pitch Type Percentage by Times Faced"
  ) 

g_5

RyanWeathers4 <- full_table %>%
  filter(pitcher == "543548" & year == "2021") 
head(RyanWeathers4)
##           name pitcher throws   IP year    FA_pct     SL_pct CT_pct    CB_pct
## 1 Tommy Milone  543548      L 13.3 2021 0.3111892 0.09960923     NA 0.1574431
##      CH_pct SF_pct KN_pct XX_pct   vFA_sc vFC_sc vFS_sc vFO_sc vSI_sc   vSL_sc
## 1 0.4317585     NA     NA     NA 84.19269     NA     NA     NA     NA 77.70746
##     vCU_sc vKC_sc vEP_sc   vCH_sc vSC_sc vKN_sc  FA_X_sc FC_X_sc FS_X_sc
## 1 72.95496     NA     NA 76.47131     NA     NA 5.361873      NA      NA
##   FO_X_sc SI_X_sc   SL_X_sc   CU_X_sc KC_X_sc EP_X_sc CH_X_sc SC_X_sc KN_X_sc
## 1      NA      NA -1.920554 -1.169519      NA      NA 9.05891      NA      NA
##    FA_Z_sc FC_Z_sc FS_Z_sc FO_Z_sc SI_Z_sc  SL_Z_sc   CU_Z_sc KC_Z_sc EP_Z_sc
## 1 11.24325      NA      NA      NA      NA 2.423069 -2.241513      NA      NA
##    CH_Z_sc SC_Z_sc KN_Z_sc    VAA_CU VAA_FA    VAA_FF VAA_SI    VAA_SL
## 1 5.696708      NA      NA -10.54327     NA -5.745027     NA -8.995069
##      VAA_CH VAA_CS VAA_FC VAA_EP VAA_PO VAA_ST VAA_FS VAA_KC VAA_SV VAA_NA
## 1 -8.784906     NA     NA     NA     NA     NA     NA     NA     NA     NA
##   VAA_FO VAA_KN VAA_SC    HAA_CU HAA_FA    HAA_FF HAA_SI    HAA_SL    HAA_CH
## 1     NA     NA     NA -3.642864     NA -2.371525     NA -4.312932 -1.120196
##   HAA_CS HAA_FC HAA_EP HAA_PO HAA_ST HAA_FS HAA_KC HAA_SV HAA_NA HAA_FO HAA_KN
## 1     NA     NA     NA     NA     NA     NA     NA     NA     NA     NA     NA
##   HAA_SC Pit_plus_CH Pit_plus_CU Pit_plus_FA Pit_plus_SI Pit_plus_SL
## 1     NA    95.81177    93.49944    80.69407          NA    71.44723
##   Pit_plus_KC Pit_plus_FC Pit_plus_FS Pit_plus_FO Pitching_plus
## 1          NA          NA          NA          NA      88.28828
##   NumberofStuffPitches plus_stuff_pitches  xwoba   xwoba_r   xwoba_l     K_pct
## 1                    0                  0 0.3356 0.3497391 0.3013684 0.2614985
##       BB_pct K_per_9    NameASCII KsperOut wFB_per_c wSL_per_c wCT_per_c
## 1 0.04619077 10.9424 Tommy Milone 0.405274 -7.932517 -2.223753        NA
##   wCB_per_c wCH_per_c wSF_per_c wKN_per_c FA_pct_sc pitch_type_percentage_1_FF
## 1  2.643404 0.5783652        NA        NA 0.3111892                  0.2862926
##   pitch_type_percentage_1_CU pitch_type_percentage_1_SI
## 1                  0.1729936                          0
##   pitch_type_percentage_1_CH pitch_type_percentage_1_SL
## 1                  0.4311626                  0.1095512
##   pitch_type_percentage_1_FC pitch_type_percentage_2_CH
## 1                          0                    0.45625
##   pitch_type_percentage_2_FF pitch_type_percentage_2_SI
## 1                      0.225                          0
##   pitch_type_percentage_2_SL pitch_type_percentage_3_FC
## 1                     0.0625                          0
##   pitch_type_percentage_3_FF pitch_type_percentage_3_SL
## 1                          0                          0
##   pitch_type_percentage_2_FC pitch_type_percentage_3_CH
## 1                          0                          0
##   pitch_type_percentage_3_SI pitch_type_percentage_1_KC
## 1                          0                          0
##   pitch_type_percentage_2_KC pitch_type_percentage_3_KC
## 1                          0                          0
##   pitch_type_percentage_1_ST pitch_type_percentage_2_CU
## 1                          0                 0.08958333
##   pitch_type_percentage_1_FS pitch_type_percentage_2_FS
## 1                          0                          0
##   pitch_type_percentage_3_CU pitch_type_percentage_1_SV
## 1                          0                          0
##   pitch_type_percentage_2_SV pitch_type_percentage_3_SV
## 1                          0                          0
##   pitch_type_percentage_3_FS pitch_type_percentage_2_ST
## 1                          0                          0
##   pitch_type_percentage_3_ST pitch_type_percentage_4_FF
## 1                          0                          0
##   pitch_type_percentage_4_KC pitch_type_percentage_4_SL
## 1                          0                          0
##   pitch_type_percentage_1_NA pitch_type_percentage_4_CH
## 1                          0                          0
##   pitch_type_percentage_1_CS pitch_type_percentage_4_CU
## 1                          0                          0
##   pitch_type_percentage_4_SI pitch_type_percentage_2_FA
## 1                          0                          0
##   pitch_type_percentage_3_EP pitch_type_percentage_1_SC
## 1                          0                          0
##   pitch_type_percentage_4_ST pitch_type_percentage_4_FS
## 1                          0                          0
##   pitch_type_percentage_1_FA pitch_type_percentage_4_FC
## 1                          0                          0
##   pitch_type_percentage_2_CS pitch_type_percentage_3_CS
## 1                          0                          0
##   pitch_type_percentage_1_EP pitch_type_percentage_1_PO
## 1                          0                          0
##   pitch_type_percentage_5_SI pitch_type_percentage_5_SL
## 1                          0                          0
##   pitch_type_percentage_1_KN pitch_type_percentage_4_SV
## 1                          0                          0
##   pitch_type_percentage_2_NA pitch_type_percentage_3_NA
## 1                          0                          0
##   pitch_type_percentage_2_PO pitch_type_percentage_2_KN
## 1                          0                          0
##   pitch_type_percentage_3_KN pitch_type_percentage_5_CH
## 1                          0                          0
##   pitch_type_percentage_4_CS pitch_type_percentage_2_EP
## 1                          0                          0
##   pitch_type_percentage_3_FA pitch_type_percentage_3_PO
## 1                          0                          0
##   pitch_type_percentage_5_CU pitch_type_percentage_5_FF
## 1                          0                          0
##   pitch_type_percentage_5_KC pitch_type_percentage_1_FO
## 1                          0                          0
##   pitch_type_percentage_2_FO pitch_type_percentage_3_FO
## 1                          0                          0
##   pitch_type_percentage_5_FC pitch_type_percentage_2_SC
## 1                          0                          0
##   pitch_type_percentage_4_FO diff_pitch_type_percentage_1_2_diff_CH
## 1                          0                             0.02508739
##   diff_pitch_type_percentage_1_2_diff_FF diff_pitch_type_percentage_1_2_diff_SI
## 1                            -0.06129258                                      0
##   diff_pitch_type_percentage_1_2_diff_SL diff_pitch_type_percentage_1_2_diff_FC
## 1                             -0.0470512                                      0
##   diff_pitch_type_percentage_1_2_diff_KC diff_pitch_type_percentage_1_2_diff_CU
## 1                                      0                            -0.08341028
##   diff_pitch_type_percentage_1_2_diff_FS diff_pitch_type_percentage_1_2_diff_SV
## 1                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_ST diff_pitch_type_percentage_1_2_diff_FA
## 1                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_CS diff_pitch_type_percentage_1_2_diff_NA
## 1                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_PO diff_pitch_type_percentage_1_2_diff_KN
## 1                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_EP diff_pitch_type_percentage_1_2_diff_FO
## 1                                      0                                      0
##   diff_pitch_type_percentage_1_2_diff_SC diff_pitch_type_percentage_2_3_diff_FC
## 1                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_FF diff_pitch_type_percentage_2_3_diff_SL
## 1                                 -0.225                                -0.0625
##   diff_pitch_type_percentage_2_3_diff_CH diff_pitch_type_percentage_2_3_diff_SI
## 1                               -0.45625                                      0
##   diff_pitch_type_percentage_2_3_diff_KC diff_pitch_type_percentage_2_3_diff_CU
## 1                                      0                            -0.08958333
##   diff_pitch_type_percentage_2_3_diff_SV diff_pitch_type_percentage_2_3_diff_FS
## 1                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_ST diff_pitch_type_percentage_2_3_diff_EP
## 1                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_CS diff_pitch_type_percentage_2_3_diff_NA
## 1                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_KN diff_pitch_type_percentage_2_3_diff_FA
## 1                                      0                                      0
##   diff_pitch_type_percentage_2_3_diff_PO diff_pitch_type_percentage_2_3_diff_FO
## 1                                      0                                      0
##   xwoba_times_faced_1 xwoba_times_faced_2 xwoba_times_faced_3
## 1           0.3572958             0.21435                  NA
##   xwoba_times_faced_4 xwoba_times_faced_5 xwoba_faced_diff_1_2
## 1                  NA                  NA           -0.1429458
##   xwoba_faced_diff_2_3 avg_pitch_number_endurance avg_rolling_avg_velocity
## 1                   NA                         NA                       NA
##   avg_first_pitch_velocity   X inning_role length_role matchup_role
## 1                       NA 363        none        none          RHH
##   leverage_role
## 1           low
RyanWeathers4_long <- RyanWeathers4 %>%
  pivot_longer(
    cols = starts_with("Pit_plus_"), 
    names_to = "measurement", 
    values_to = "value"
  )
TommyMilone3 <- pitch_type_percentages_wide %>%
  filter(pitcher == "543548" & game_year == "2023") %>%
  group_by(pitcher, times_faced, pitch_type) %>%
  summarise(pitch_type_percentage = mean(pitch_type_percentage))
## `summarise()` has grouped output by 'pitcher', 'times_faced'. You can override
## using the `.groups` argument.
g_6 <- ggplot(data = TommyMilone3, aes(x = times_faced, y = pitch_type_percentage, color = pitch_type)) +
  geom_line(stat = "identity") + 
  
  labs(
    x = "Times Face",
    y = "Pitch Type Percentage",
    title = "Tommy Milone 2023 Pitch Type Percentage by Times Faced"
  ) 

g_6